# Intelliarts Intelliarts Reviews (9), Pricing, Services & Verified Ratings - Verified - 4.8 out of 5 average review rating - 3 connections joined Intelliarts's Network [Visit Website](https://intelliarts.com/?utm_source=clutch.co&utm_medium=referral&utm_campaign=directory) [Get a Custom Proposal](https://clutch.co/profile/intelliarts) **Reinforcing companies with innovation** **Intelliarts** is a strategic software development partner serving the **renewable energy, manufacturing, and insurance** sectors since 1999. With deep expertise in **AI and Machine Learning**, we specialize in building custom ML solutions, LLM-based chatbots, RAG systems, and Big Data pipelines. We empower businesses to automate decision-making and extract actionable insights from complex data. **Featured services and technical expertise:** ▪️ Technology consulting ▪️ Software engineering ▪️ Data engineering and big data processing ▪️ Data science ▪️ Machine learning ▪️ Business intelligence solutions ▪️ IoT / IIoT solutions ▪️ DevOps / MLOps **Company facts:** ▪️ Industry expertise in Manufacturing, Insurance, Energy, Digital Marketing, and others ▪️ 75+ projects completed, 14 in progress ▪️ 4+ years of average partnership on one project ▪️ 85% of customers that switch their organizations get back to us with new projects ▪️ 4 years of median employee tenure Reach out to us so together we could make your business compete better in today’s digital economy and discover new revenue streams with the power of digital transformation initiatives. ## Company Information - Minimum project size: $50,000+ - Hourly rate: $50 - $99 - Number of employees: 50 - 249 - 2 Locations: - L'viv, Ukraine (Headquarters) - Warszawa, Poland - Founded in 1999 - 1 languages: English ## Services, Focus Areas, Industries, and Clients ### Service Lines - 50% AI Development - 30% BI & Big Data Consulting & SI - 20% IoT Development ### Focus Areas - AI Expertise: - 50% Machine Learning - 20% Chatbots & Conversational AI - 20% Natural Language Processing - 10% Computer Vision - BI & Big Data Focus: - 50% Marketing analytics - 50% Operations & process improvement ### Industries - 30% Financial services - 10% Information technology - 25% Manufacturing - 10% Energy & natural resources - 5% Other industries - 20% Advertising & marketing ### Clients - 10% Small Business (<$10M) - 60% Midmarket ($10M - $1B) - 30% Enterprise (>$1B) ## Pricing Snapshot Average rating for cost based on this provider's reviews: 4.7 out of 5 **What Clients Have Said** *(This summary is based on verified Clutch reviews.)*: Intelliarts is praised for providing good value for cost, with project investments ranging from $300,000 to $1.4 million. Clients appreciate their reliable performance, effective project management, and ability to meet budgets while delivering high-quality results. **Most Common Project Size**: $200,000 to $999,999 based on 7 reviews *(Pricing information for this provider is based on reviews where the project size was available.)* ### Pricing by Service - Custom Software Development: $200,000 to $999,999 based on 4 reviews - IT Staff Augmentation: $200,000 to $999,999 based on 2 reviews - Web Development: $200,000 to $999,999 based on 1 review ### Packages Offered - AI Development Packages — starting at $15,000/total ## Reviews Clutch investigates each reviewer's identity and work history. Every review goes through a rigorous, human-led verification process to confirm the reviewer's identity, and reviews that we verify are visibly marked as 'Verified' so you can trust that they come from a real client. [Learn More](https://help.clutch.co/en/knowledge/how-clutch-verifies-reviews) ### Intelliarts Review Insights Overall Review Rating: 4.8 - Quality: 4.7 - Schedule: 4.9 - Cost: 4.7 - Willing to Refer: 5.0 ### Top Mentions - Communicative (4 mentions) - Great team (2 mentions) - Team players (2 mentions) - Timely (2 mentions) - Accessible (1 mentions) - Flexible (1 mentions) - Great project management (1 mentions) - Hard working (1 mentions) - High-quality work (1 mentions) - Knowledgeable (1 mentions) - Meets deadlines (1 mentions) - Open to feedback (1 mentions) - Proactive (1 mentions) - Reliable (1 mentions) - Results-oriented (1 mentions) - Trustworthy (1 mentions) ### Review Highlights **Seamless Integration with Client Teams** Intelliarts is adept at integrating with client teams, often becoming an extension of the client's workforce, which facilitates better collaboration and project outcomes. **Challenges with Resource Availability** Some clients noted a challenge in resource availability, suggesting that while Intelliarts provides excellent service, scaling their team quickly to meet growing demands can be a hurdle. **Renowned for Technical Expertise** Intelliarts is praised for their technical proficiency across various domains, including software development, data science, and big data. Clients appreciate their ability to handle complex systems and deliver high-quality solutions. **Notable Expertise in Niche Areas** Intelliarts excels in niche areas such as DITA and XML technologies, offering specialized knowledge that sets them apart from other vendors in the industry. **Effective Project Management** Clients consistently commend Intelliarts for their reliable project management skills, including excellent communication, timely deliveries, and seamless integration with client teams, making them a dependable partner. **Commitment to Client Success** Intelliarts is noted for their genuine commitment to client success, showing a shared mission and dedication to delivering impactful results. This commitment enhances the overall client experience. **Flexibility and Adaptability** Clients appreciate Intelliarts' flexibility and adaptability in adjusting to various project needs and integrating seamlessly into existing workflows, enhancing collaboration and project success. **Impressive Client Satisfaction** Feedback indicates high levels of client satisfaction, with Intelliarts consistently meeting or exceeding expectations in terms of deliverables, quality, and client engagement. **Positive Impact on Business Outcomes** Intelliarts has contributed significantly to client success, including revenue growth and operational efficiency, by delivering tailored solutions and innovative technologies. ### Intelliarts Reviews #### Custom Software Development for Data Marketplace (Featured Review) **The Project** - Services: Custom Software Development - Project size: $1,000,000 to $9,999,999 - Project length: June 2015 - Ongoing **Project Summary**: Intelliarts provides software engineering support for a data marketplace. They've designed, developed, and implemented large-scale data transformation and data augmentation systems, among other projects. **Review Rating**: 5.0 - Quality: 5.0 - Schedule: 5.0 - Cost: 5.0 - Willing to Refer: 5.0 **The Reviewer** CEO, DDMR - Industry: Other industries - Client size: 1-10 Employees - Review Type: Phone Interview - Verified **The Review** — Jun 13, 2022 **Feedback Summary**: Intelliarts has been integral in helping the client manage hundreds of terabytes of data per day and transform that data into valuable insights. The self-sufficient team excels at sprint planning, communication, and expectation setting, and their genuine interest in the client's success stands out. "“Intelliarts genuinely cares about us and our product.”  " **BACKGROUND** Introduce your business and what you do there. I’m the CEO of DDMR, a data marketplace for clickstream data. **OPPORTUNITY / CHALLENGE** What challenge were you trying to address with Intelliarts? We needed high-quality engineering support to build our product. **SOLUTION** What was the scope of their involvement? We hired Intelliarts to help us design, develop, and implement large-scale data transformation and data augmentation systems for us. We work on very large data sets, and Intelliarts has been critical in helping us be able to process those data sets and transform them into valuable insights for our business using AI. Aside from that, Intelliarts has also been helping us with hiring and Cloud infrastructure management. What is the team composition? I’ve worked with engineering managers, AI engineers, DevOps, and full-stack developers from Intelliarts. How did you come to work with Intelliarts? We found Intelliarts through a referral. How much have you invested with them? We’ve spent around $1,400,000 so far. What is the status of this engagement? We started working together in June 2015, and the engagement is ongoing. **RESULTS & FEEDBACK** What evidence can you share that demonstrates the impact of the engagement? Intelliarts’ work is amazing. Thanks to their help, we’ve been able to process hundreds of terabytes of data per day. We’ve definitely seen an increase in our revenue since we started working with them. How did Intelliarts perform from a project management standpoint? Intelliarts is a self-sufficient partner — their project management skills are top-notch. They’ve been excellent at sprint planning, communication, and expectation setting. In terms of how we work with them, their team members are like real team members to us. They're integrated into our regular sprint planning and communication, and we come to visit each other regularly. We typically communicate through Slack, and we use Asana, Notion, and Confluence for project management. What did you find most impressive about them? Intelliarts genuinely cares about us and our product. There really is a sense of shared mission, success, and sacrifice within our teams. Are there any areas they could improve? No, I have no complaints. We've been extremely happy with them. Do you have any advice for potential customers? Don't be swayed by the larger technology firms out there. It's more important to have somebody that cares about the work that they're doing rather than somebody who is just trying to add another client to their roster. --- #### BI & Analytics for Digital Insurance Agency **The Project** - Project size: $50,000 to $199,999 - Project length: Jan. 2022 - Jan. 2023 **Project Summary**: Intelliarts was hired by a digital insurance agency to develop a lead-scoring model. They initially worked with the client to identify their goals before developing and testing different versions of the models. **Review Rating**: 4.0 - Quality: 4.0 - Schedule: 5.0 - Cost: 5.0 - Willing to Refer: 5.0 **The Reviewer** VP Product, Digital Insurance Agency - Industry: Financial services - Client size: 201-500 Employees - Review Type: Online Review - Verified **The Review** — Feb 24, 2023 **Feedback Summary**: Intelliarts built a model that prioritized leads by their likelihood to convert. Leading an effective workflow, the team kept themselves accessible and regularly led meetings to ensure transparency. Their strong understanding of the client's business allowed the team to build an effective model. ""The most impressive thing about Intelliarts was their willingness to learn about our business."" **BACKGROUND** Please describe your company and your position there. I am VP of Product Management. We are a digital insurance agency that embeds home insurance into the mortgage process. **OPPORTUNITY / CHALLENGE** For what projects/services did your company hire Intelliarts? We needed a way to systematically prioritize our leads so that our agents could efficiently work the best leads. **SOLUTION** How did you select this vendor and what were the deciding factors? We reviewed a number of Ukraine based data science companies and selected Intelliarts. Describe the project in detail and walk through the stages of the project. First we met with Intelliarts and reviewed the work done by a prior employee. We identified our goals for the data science models and then began work. Throughout 2022 we tested different versions of the lead scoring models in our agency to both determine if the models were working as expected and the best way to apply those models to our business. How many resources from the vendor's team worked with you, and what were their positions? We worked with two resources, both of whom were data scientists. **RESULTS & FEEDBACK** Can you share any outcomes from the project that demonstrate progress or success? Intelliarts built a model that prioritized our leads by likelihood to convert. We have run two tests with this model and will run another in March of 2023. We have proved that the model works and are now finding ways to apply it to our business. How effective was the workflow between your team and theirs? The workflow was effective. Intelliarts was always available and met with us regularly to discuss progress. What did you find most impressive or unique about this company? The most impressive thing about Intelliarts was their willingness to learn about our business so that they could build the most effective models. Are there any areas for improvement or something they could have done differently? We should have found ways to test the models faster, but this was more of a problem with us than with Intelliarts. --- #### Custom Software Development for B2B Consulting Company **The Project** - Services: Custom Software Development - Project size: $200,000 to $999,999 - Project length: Dec. 2016 - Ongoing **Project Summary**: Intelliarts provides custom software development services for a B2B consulting company. They specialize in XML, doing publishing work and developing automation or converting other formats into XML. **Review Rating**: 5.0 - Quality: 4.5 - Schedule: 5.0 - Cost: 5.0 - Willing to Refer: 5.0 **The Reviewer** President, Ryffine - Industry: Other industries - Client size: 11-50 Employees - Review Type: Phone Interview - Verified **The Review** — Sep 29, 2022 **Feedback Summary**: Internal and external stakeholders are highly satisfied with Intelliarts’ excellent performance and high-value work. They successfully deliver what customers need, and the team stands out for their team culture, work ethic, and niche expertise. All in all, customers can expect a great experience. "“The team is productive, and they help us be successful and profitable.”" **BACKGROUND** Introduce your business and what you do there. I’m the president and founder of Ryffine, a B2B consulting company. We work in the structured content space, which is a specialized industry. We’re a small company with about 12 employees, not including our contractors. Our list of clients includes some pretty big companies; some of our customers are businesses like Salesforce, GE Healthcare, and Hewlett-Packard Enterprise. We have about 50–60 clients and generate about $1.5 million annually. Overall, we’ve been in business for nine years. We operate like a law firm where I’d be the founding lawyer. My partners do part of the work, and I do a bit of everything. As the CEO, I run the company and make all the decisions. Part of our business is the technical software side. We don’t build our own software, so we don’t have a product to sell. Instead, my consultants and I develop custom solutions for our clients. **OPPORTUNITY / CHALLENGE** What challenge were you trying to address with Intelliarts? We needed help to do some of our technical work to take on more projects and deliver better work. In summary, we needed the ability to go faster and with higher quality at a lower cost. **SOLUTION** What was the scope of their involvement? Intelliarts is one of our Ukrainian suppliers; they do specialized technical software work. They provide services in two ways: firstly, they do publishing work and develop automation for publishing XML content to other formats; secondly, they convert from other formats into XML. Overall, they focus on XML technologies, including the whole family of languages, such as XSLT, XPath, XQuery, and XSL Formatting Objects. Additionally, they’re skilled in DITA. The team knows how to code with the DITA Open Toolkit, which uses all those languages to transform XML into outputs like HTML and PDF. What is the team composition? Over the years, we’ve worked with a few different people. We usually keep three members from Intelliarts on our team. Currently, we have three full-time resources; they’re all developers. The team leader has been with us for 5–6 years; she took some time off from maternity leave, but she’s back with us. How did you come to work with Intelliarts? Their marketing model was word of mouth, so one of my consultants referred them. She used Intelliarts when she was working at Dell and told us Intelliarts’ team was fast and cost-effective, so we got together with them. How much have you invested with them? Up to this point, we’ve spent about $300,000. What is the status of this engagement? They’ve been our partner since December 2016. **RESULTS & FEEDBACK** What evidence can you share that demonstrates the impact of the engagement? We don’t have metrics around productivity. However, we measure if we’re hitting deadlines and take some profitability metrics based on the engagement and how much development costs. Intelliarts consistently meets our time and budget expectations, so everybody wins. All parties make money, and the customer gets what they need. Overall, we’re comfortable with Intelliarts. We know that whatever they work on will be high value, which matters most. If it weren’t the case, we wouldn’t work with them. In summary, the team is productive, and they help us be successful and profitable. How did Intelliarts perform from a project management standpoint? They always hit deadlines; they’re rarely late due to their own miscalculations. Sometimes there’s scope creep, so things go out of budget, but as far as budget goes, they hit our operating budget projections 80%–90% of the time. Moreover, communication is excellent, and they work according to company culture. Their internal management keeps them on track, ensuring the customers get everything they need. If we have extra work ramping up, we can go to them and ask them to add someone to our team. All in all, they’re consistent, which is hard to get from other vendors. What did you find most impressive about them? We’ve worked with similar suppliers in Ukraine and the US, and they’re different from other shops. Some custom software development companies act as job shops or glorified recruiters; you pay them to have a resource. Although there’s nothing wrong with that model, we prefer the way Intelliarts does it. They train their people and have their internal metrics, reviews, and career paths, so they have a better team culture. Secondly, they’ve stuck with us through everything. Although the Russian Invasion has been a massive disruption, they’ve supported their country by continuing to work, which is pretty admirable. We admire their work ethic. Finally, Intelliarts are experts in the niche of technical communications. Many people use DITA, so we have a significant need for experts in this area. Are there any areas they could improve? Our only problem is that they don’t have enough resources. They try to train them, but getting them up to speed takes a while. We need more team members like them because that’s hard to come by. --- #### Various Dev Projects for SaaS Company **The Project** - Services: Custom Software Development, IT Staff Augmentation - Project size: $200,000 to $999,999 - Project length: July 2020 - Ongoing **Project Summary**: Intelliarts has been hired by a SaaS company for developers with experience in front- and backend, mobile, and big data projects. They help prototype complex systems, eventually fortifying them into solutions. **Review Rating**: 5.0 - Quality: 5.0 - Schedule: 5.0 - Cost: 4.0 - Willing to Refer: 5.0 **The Reviewer** CEO, trades.org - Industry: Other industries - Client size: 11-50 Employees - Review Type: Online Review - Verified **The Review** — Sep 18, 2022 **Feedback Summary**: Intelliarts has built systems that process more than 20 billion events each day and developed tools and technologies for the client's business. They communicate via Slack and take part in the client's regular business activities. They are also smart, professional, adaptive, kind, and communicative. ""Their company culture is phenomenal."" **BACKGROUND** Please describe your company and your position there. I'm the CEO of a small industry-specific SaaS business. We help trade pros (plumbers, electricians) start, run, and grow their home service businesses. **OPPORTUNITY / CHALLENGE** For what projects/services did your company hire Intelliarts? We needed to find a team with a deep bench of varied expertise (front-end, back-end, mobile, big data, AI/ML, GIS, etc.) that could help us prototype complex systems, then refactor and fortify them into production solutions. **SOLUTION** How did you select this agency and what were the deciding factors? I've worked with Intelliarts for about a decade now across various different businesses. They have an incredibly rigorous screening process, a robust training phase to ensure every developer is as competent professionally as they are technically, and a phenomenal corporate culture that encourages them to teach and support one another. In my experience, that translates into their developers being able to listen, understand, and execute much more effectively and independently than other agencies we've worked with. Describe the project in detail and walk through the stages of the project. They helped us build big data pipelines on Hadoop, then migrate it to Spark on Databricks, and eventually to Snowflake as the technology ecosystem has evolved. They've built consumer-facing web apps with React and large websites with static-site generators like Gatsby. They've helped me modernize our backend migrating from REST to GraphQL, and helped us migrate from AWS AppSync to our own federated Apollo Server graph. They've been able to crack any problem I've thrown at them and can't recommend them highly enough. Describe the recruitment process in detail. We've worked with over a dozen developers over the years. When we pose a need they'll screen internally, provide us several individuals to interview, and give us the opportunity to do a small test task with them. Then that person will transition over to our project team if they have the capacity. **RESULTS & FEEDBACK** Can you share any outcomes from the engagement that demonstrate progress or success? They've built systems that process 20+ billion events per day. They've helped me build the tools and technologies powering trades.org end-to-end. How effective was the workflow between your team and theirs? In our case, we've fully embedded them as members of our team: they're in our Slack, have email addresses on our domain, and take part in all of our regular business activities. What did you find most impressive or unique about this company? Their company culture is phenomenal, and it shows through in the quality of the developers. Technical skills aside, they're smart, professional, adaptive, kind, communicative, proactive, hard-working, and excited. It's honestly night and day comparing them to independent contractors we've worked with. Are there any areas for improvement or something they could have done differently? N/A --- #### Staff Augmentation for SaaS Company **The Project** - Services: IT Staff Augmentation - Project size: $1,000,000 to $9,999,999 - Project length: Jan. 2018 - Ongoing **Project Summary**: Intelliarts has deployed 30 software developers to augment a SaaS company's product development team. They've looked, interviewed, and hired qualified candidates based on the client's detailed job description. **Review Rating**: 5.0 - Quality: 5.0 - Schedule: 5.0 - Cost: 5.0 - Willing to Refer: 5.0 **The Reviewer** Director of Engineering, HubSpot - Industry: Other industries - Client size: 5,001-10,000 Employees - Review Type: Online Review - Verified **The Review** — Aug 19, 2022 **Feedback Summary**: Intelliarts' developers have been working with the client for over four years. Their team has played an integral part in releasing numerous high-quality product features on time. They are extremely effective and fully integrated into the development cycle, from ideation to delivery. ""They are part of our product development team and do product development at all levels — backend, frontend, APIs, etc."" **BACKGROUND** Please describe your company and your position there. I am a Director of Engineering at a SaaS company that helps small and medium size business grow better with our suite of Sales, Marketing, and Services tools. We offer a platform that can be customized and extended by our customers to best serve their business needs. **OPPORTUNITY / CHALLENGE** For what projects/services did your company hire Intelliarts? We needed to find qualified and passionate software developers to help us grow our product and provide support for our global customer base across multiple time zones. **SOLUTION** How did you select this agency and what were the deciding factors? We found this agency through word of mouth. They came highly recommended from colleagues that had previously worked with IntelliArts. Describe the project in detail and walk through the stages of the project. We employ about 30 developers from IntelliArts. They are part of our product development team and do product development at all levels — backend, frontend, APIs, etc. They communicate regularly with Product Managers, Support, end users, and internal stakeholders. They are an integral part of our Engineering organization. Describe the recruitment process in detail. We communicate directly with IntelliArts recruiting providing them with detailed description of the qualifications we are looking for. Initially, we interviewed the vetted candidates ourselves but at this point, we have full trust in IntelliArts and let them interview and hire candidates for us without our direct involvement. **RESULTS & FEEDBACK** Can you share any outcomes from the engagement that demonstrate progress or success? IntelliArts developers have been an integral part of our Engineering organization for over four years. They have been responsible for numerous releases of new product features, always on time and with high quality. How effective was the workflow between your team and theirs? Extremely effective. IntelliArts developers work directly with our Product Managers, internal stakeholders, and peers on our in-house development teams. They are fully integrated into our development cycle, from ideation to delivery. They take part in roadmapping, planning sessions, daily standups, and retros. They take pride in their work and are fully trusted to develop the best solutions for our customers. What did you find most impressive or unique about this company? They have a culture that is very similar to the one we have in-house. They treat everyone with respect and instill the sense of ownership into their developers, which is the quality we value the most in our internal and external developers. Are there any areas for improvement or something they could have done differently? None! --- #### Custom Software Dev & UI/UX Design for IT Services Company **The Project** - Services: Custom Software Development - Project size: $200,000 to $999,999 - Project length: Jan. 2016 - May 2022 **Project Summary**: Intelliarts helps an IT services company with a custom software development project. The team assists in the discovery phase, solution and MVP creation, and UI/UX designs. They also suggested enhancements. **Review Rating**: 5.0 - Quality: 4.5 - Schedule: 5.0 - Cost: 4.0 - Willing to Refer: 5.0 **The Reviewer** Director of Customer Success, Aliro Group - Industry: Other industries - Client size: 11-50 Employees - Review Type: Online Review - Verified **The Review** — Jul 7, 2022 **Feedback Summary**: Intelliarts has helped the company focus more on their strengths and vision and simultaneously bring life to their concepts. They're an accessible partner who excellently communicates processes and suggestions, despite the time difference. Moreover, the team is a one-stop shop for development needs. ""I am continually impressed with Viktor's dedication and commitment to the team."" **BACKGROUND** Please describe your company and your position there. At Aliro, we're founded on a belief in 'access for all'. We're on a mission to help talent acquisition and sourcing teams tap into hidden networks and cultivate robust talent communities, making it easier to connect people to jobs and hire great people - faster. **OPPORTUNITY / CHALLENGE** For what projects/services did your company hire Intelliarts, and what were your goals? The goals were to develop key technology and design concepts for the platform and develop a razor focused scope for the MVP. **SOLUTION** How did you select this vendor and what were the deciding factors? Hired to assist a SaaS startup in developing their platform. They were tasked with assisting in the discovery phase, developing key technology and the MVP, and designing the UI/UX for the platform. Describe the scope of work in detail, including the project steps, key deliverables, and technologies used. I am continually impressed with Viktor's dedication and commitment to the team. He goes above and beyond what I would expect from a QA Engineer. From taking the initiative to write unit tests to making product enhancement suggestions it is readily apparent how much “ownership” he takes in the product. He is always very accessible and despite the time difference between him and the rest of the team he always makes sure that he is available and if not he communicates changes to his schedule ahead of time such that there is no service interruption. How many people from the vendor's team worked with you, and what were their positions? Victor has been with us since the beginning, but we have contracted with 4 or 5 others as needed. **RESULTS & FEEDBACK** Can you share any measurable outcomes of the project or general feedback about the deliverables? This group has allowed our team to focus on our strengths of vision while bringing to life our concepts. It has been nice to have a “one-stop-shop” experience where all elements of the development have been handled. Describe their project management style, including communication tools and timeliness. Clear communication and quick email response for support. Despite the time difference, there is not much wait time for responses from the team which allows us to move forward with ease. What did you find most impressive or unique about this company? Come to the table with a strong vision so that the team has a clear idea of what they plan to execute for your project. Are there any areas for improvement or something they could have done differently? Come to the table with a strong vision so that the team has a clear idea of what they plan to execute for your project. --- #### Custom Software Development for Data Marketplace **The Project** - Services: Custom Software Development - Project size: $1,000,000 to $9,999,999 - Project length: June 2015 - Ongoing **Project Summary**: Intelliarts provides software engineering support for a data marketplace. They've designed, developed, and implemented large-scale data transformation and data augmentation systems, among other projects. **Review Rating**: 5.0 - Quality: 5.0 - Schedule: 5.0 - Cost: 5.0 - Willing to Refer: 5.0 **The Reviewer** CEO, DDMR - Industry: Other industries - Client size: 1-10 Employees - Review Type: Phone Interview - Verified **The Review** — Jun 13, 2022 **Feedback Summary**: Intelliarts has been integral in helping the client manage hundreds of terabytes of data per day and transform that data into valuable insights. The self-sufficient team excels at sprint planning, communication, and expectation setting, and their genuine interest in the client's success stands out. "“Intelliarts genuinely cares about us and our product.”  " **BACKGROUND** Introduce your business and what you do there. I’m the CEO of DDMR, a data marketplace for clickstream data. **OPPORTUNITY / CHALLENGE** What challenge were you trying to address with Intelliarts? We needed high-quality engineering support to build our product. **SOLUTION** What was the scope of their involvement? We hired Intelliarts to help us design, develop, and implement large-scale data transformation and data augmentation systems for us. We work on very large data sets, and Intelliarts has been critical in helping us be able to process those data sets and transform them into valuable insights for our business using AI. Aside from that, Intelliarts has also been helping us with hiring and Cloud infrastructure management. What is the team composition? I’ve worked with engineering managers, AI engineers, DevOps, and full-stack developers from Intelliarts. How did you come to work with Intelliarts? We found Intelliarts through a referral. How much have you invested with them? We’ve spent around $1,400,000 so far. What is the status of this engagement? We started working together in June 2015, and the engagement is ongoing. **RESULTS & FEEDBACK** What evidence can you share that demonstrates the impact of the engagement? Intelliarts’ work is amazing. Thanks to their help, we’ve been able to process hundreds of terabytes of data per day. We’ve definitely seen an increase in our revenue since we started working with them. How did Intelliarts perform from a project management standpoint? Intelliarts is a self-sufficient partner — their project management skills are top-notch. They’ve been excellent at sprint planning, communication, and expectation setting. In terms of how we work with them, their team members are like real team members to us. They're integrated into our regular sprint planning and communication, and we come to visit each other regularly. We typically communicate through Slack, and we use Asana, Notion, and Confluence for project management. What did you find most impressive about them? Intelliarts genuinely cares about us and our product. There really is a sense of shared mission, success, and sacrifice within our teams. Are there any areas they could improve? No, I have no complaints. We've been extremely happy with them. Do you have any advice for potential customers? Don't be swayed by the larger technology firms out there. It's more important to have somebody that cares about the work that they're doing rather than somebody who is just trying to add another client to their roster. --- #### Custom Software & App Development for E-Mobility Co **The Project** - Services: Custom Software Development - Project size: Confidential - Project length: Apr. 2024 - Ongoing **Project Summary**: Intelliarts has provided software development services for an electric vehicle (EV) company. The team has developed the frontend and backend of a mobile app and admin portal using AWS, Node.js, and React. **Review Rating**: 5.0 - Quality: 5.0 - Schedule: 5.0 - Cost: 5.0 - Willing to Refer: 5.0 **The Reviewer** Director of Products and Software Development, EVIQ (Electric Vehicle Infrastructure Company) - Industry: Other industries - Client size: 11-50 Employees - Review Type: Online Review - Verified **The Review** — Nov 26, 2025 **Feedback Summary**: Intelliarts has delivered a high-quality mobile app and admin portal, resulting in positive feedback from end users and management stakeholders. The team has demonstrated reliability, commitment, and effective communication. Their knowledge and people skills are commendable. ""Intelliarts have been and remain a great, reliable and committed partner."" **BACKGROUND** Introduce your business and what you do there.I’m the director of products and software development for EVIQ. We develop a nationwide fast-charging network in Saudi Arabia to accelerate electric vehicle adoption, providing accessible and sustainable transportation solutions across the kingdom. **OPPORTUNITY / CHALLENGE** What specific goals or objectives did you hire Intelliarts to accomplish for your fast-charging network project?We needed to build the architecture, infrastructure, and applications for drivers and admin/support users based on a strong background and expertise in software development in the e-mobility ecosystems. **SOLUTION** What was the scope of their involvement?Intelliarts has been providing us with software development for the frontend and backend, DevOps, and QA. The team has been using AWS serverless, Node.js, TypeScript, and React.What is the team composition?We’ve been working with 2–5 teammates from Intelliarts.How did you come to work with Intelliarts?We found them through a referral. We chose them over other options because they had high ratings, a great culture fit, good value for the cost, and company values aligned with ours.What is the status of this engagement?We started working together in November 2024, and the engagement is ongoing. **RESULTS & FEEDBACK** What evidence can you share that demonstrates the impact of the engagement?Intelliarts has delivered a best-in-class eMSP mobile app and admin portal. Users and management stakeholders have given us exceptional feedback.How did Intelliarts perform from a project management standpoint?Intelliarts’ project management is extremely reliable, supportive, committed, friendly, and strong in communication. We communicate via virtual meetings, emails, and messaging apps.What did you find most impressive about them?Intelliarts’ combination of knowledge, commitment, and great people is impressive.Are there any areas they could improve?Intelliarts have been and remain a great, reliable and committed partner.  --- #### Development Staff Augmentation for Agricultural Tech Company **The Project** - Services: Custom Software Development, IT Staff Augmentation - Project size: Confidential - Project length: June 2022 - Ongoing **Project Summary**: Intelliarts provides ongoing staff augmentation services for an agricultural technology company. The team is responsible for integrating with and supporting the client's software engineering team. **Review Rating**: 4.5 - Quality: 4.5 - Schedule: 4.5 - Cost: 4.0 - Willing to Refer: 5.0 **The Reviewer** Sr Director, Engineering, Indigo Ag - Industry: Other industries - Client size: 201-500 Employees - Review Type: Online Review - Verified **The Review** — Aug 4, 2025 **Feedback Summary**: Intelliarts has delivered quality work and demonstrated complete ownership of the project. The team has grown in managing their work with little intervention and oversight throughout the engagement. Moreover, Intelliarts is flexible and has been a pleasure to work with personally and professionally. ""Intelliarts has been exceedingly flexible throughout our relationship."" **BACKGROUND** Please describe your company and position.I am the Sr Director, Engineering of Indigo AgDescribe what your company does in a single sentence.We combine biologicals with science-backed regenerative agriculture programs to restore living soil, improve farm profitability, and support healthier communities. Together, they strengthen crops, protect natural resources, and help build a food system we can all rely on. **OPPORTUNITY / CHALLENGE** What specific goals or objectives did you hire Intelliarts to accomplish?Support our software engineering team in running our sustainability programs. **SOLUTION** How did you find Intelliarts?ReferralWhy did you select Intelliarts over others?High ratingsGreat culture fitGood value for costHow many teammates from Intelliarts were assigned to this project?OtherDescribe the scope of work in detail. Please include a summary of key deliverables.Intelliarts integrates with and supports our software engineering team. **RESULTS & FEEDBACK** What were the measurable outcomes from the project that demonstrate progress or success?The team has and continues to deliver and grow in their ability to own and manage their work with little intervention and oversight. Describe their project management. Did they deliver items on time? How did they respond to your needs?The members of the team are engaged, show pride in their work, and demonstrate complete ownership.What was your primary form of communication with Intelliarts?Virtual MeetingEmail or Messaging AppWhat did you find most impressive or unique about this company?Intelliarts has been exceedingly flexible throughout our relationship and has been a pleasure to work with, both from a business relationship and an engineer-to-engineer relationship. --- #### Web App Dev for Industrial IoT Solutions Provider **The Project** - Services: Web Development - Project size: $200,000 to $999,999 - Project length: Jan. 2018 - Ongoing **Project Summary**: Intelliarts has built a web app where an industrial IoT solutions provider can process their telemetry data. They've used Java, Spring, and AWS for issues tracking, source code management, and cloud deployment. **Review Rating**: 5.0 - Quality: 5.0 - Schedule: 5.0 - Cost: 5.0 - Willing to Refer: 5.0 **The Reviewer** Co-Owner, Industrial IoT Solutions Provider - Industry: Other industries - Client size: 11-50 Employees - Review Type: Online Review **The Review** — Sep 27, 2022 **Feedback Summary**: Intelliarts has helped the client receive numerous customer feedback, enabling them to increase the list of potential solutions they can provide. The vendor's open-minded team is effortless to work with and experienced in the client's technology stack. They also conduct daily stand-up meetings. ""They are open-minded and have great experience in our technology stack."" **BACKGROUND** Please describe your company and your position there. I'm a co-owner of a company that develops software/hardware solutions for IoT-IIoT **OPPORTUNITY / CHALLENGE** For what projects/services did your company hire Intelliarts, and what were your goals? Our goal was to create a web platform to process telemetry data from our devices **SOLUTION** How did you select this vendor and what were the deciding factors? We started a PoC and, after the evaluation period, continued with a bigger team Describe the scope of work in detail, including the project steps, key deliverables, and technologies used. We had a kick-off meeting where we decided which tools we would use for issues tracking, source code management, and cloud deployment. The tech-stack is Java/Spring/Angular/AWS How many people from the vendor's team worked with you, and what were their positions? A team with: a team lead three full-stack developers a UI/UX designer a DevOp a QA **RESULTS & FEEDBACK** Can you share any measurable outcomes of the project or general feedback about the deliverables? After a first milestone and a first deployment, we received a lot of feedback from our end customers, that increased the list of potential solutions we can provide with our hardware and the platform Describe their project management style, including communication tools and timeliness. We have daily stand-up meetings and short iterations (2 weeks) with retro and planning. We have a demo with new features and significant fixes every four weeks. What did you find most impressive or unique about this company? It's effortless to work with a team. They are open-minded and have great experience in our technology stack. Are there any areas for improvement or something they could have done differently? none at the moment --- ## Portfolio & Awards ### AI Chat for Financial Intelligence Results and Value Provided: Built and launched a domain-specific AI chat to query massive financial archives in seconds Achieved rapid mobile adoption with 100+ downloads shortly after launch Accelerated analyst workflows by eliminating hours of manual document review Successfully validated product-market fit for the client's subscription-based platform Challenge: A boutique macroeconomic research and advisory firm wanted to give its clients a faster way to extract insights from a vast library of proprietary reports. To build an intelligent assistant capable of answering complex financial and commodities questions, the company sought an AI chatbot development Eastern Europe partner. Solution: Intelliarts designed and delivered a client-facing chatbot tailored precisely to the client's strict data requirements. The core of the architecture relied on advanced RAG system development, utilizing LangChain to manage vector-based semantic retrieval, a reranking layer, and hallucination guardrails. To preserve full analytical context, our team implemented a custom workflow to parse embedded report charts and introduced a time-intent detection layer to handle temporal ambiguity in financial trends. Technology: LangChain, OpenAI API (LLM), Vector Database, Sentence Transformers, FastAPI, Docker ### Strategic LLM Consulting for Threat Detection Results and value provided: Intelliarts’ experts provided this cybersecurity company with a clear roadmap and technology strategy to significantly reduce the time needed to process and summarize network logs. The insights received can empower our partner to make informed decisions about hardware upgrades and software optimization for faster threat identification. The solution also focused on a locally operated model to consider the company’s commitment to data security and compliance. Challenge: Our partner needed to quickly analyze volumes of complex network security logs to strengthen the company’s insider threat detection and response. A primary requirement was that the solution had to operate entirely within the partner’s on-premise infrastructure. Solution: Intelliarts provided the company with LLM development services and technology consulting on the topic of integrating large language models (LLMs) locally. Our specialists explained the principles and hardware requirements of LLMs and created a roadmap for implementing a hybrid CPU/GPU approach. By adding a dedicated GPU to accelerate LLM inference and optimize performance, we enabled the client to process complex security data efficiently while maintaining total data privacy. ### Xeros IoT Platform Development Results and value provided: To match Xeros innovative textile technologies, our software engineers developed an IoT platform to manage the customer’s fleet of washing machines and build effective data visualization dashboards. The Xeros Portal helps to efficiently track equipment usage, as well as estimate and graphically illustrate cost savings on water and electricity consumption. Xeros-enabled machines use up to 70% less water, 50% less energy, and 50% less detergent as compared to conventional washing machines, according to a study by the Bombay Textile Research Association. Challenge: As part of their textile technology project, Xeros wanted to develop an IoT platform to monitor and communicate water usage and other important variables to the cloud. Solution: Intelliarts built the Xeros Portal — a cutting-edge IoT-enabled software solution to monitor water and power usage by our partner’s washing machines. The solution also has powerful data analytics capabilities to estimate cost savings and positive effects of the Xeros washing machines on the environment. ### Baby Monitoring Application Development for Dorel Results and value provided. Intelliarts solved the customer’s pain points of low application performance and non-scalability caused by poor infrastructure and code quality. We released the new version of Safety 1st Baby Monitor, with new features like a night vision or sharing option added. Only in one year of cooperation with Intelliarts, Dorel grew its rating from 3 to 4.5 on the App Store and Google Play and received lots of positive feedback from users. Challenge. Dorel experienced periodic malfunctioning of the Safety 1st Baby Monitor after releasing the first version of the product developed by another third-party vendor. Since the solution was designed for child surveillance, Dorel had an urgent need to improve its quality so there weren’t any safety issues. Solution. We provided end-to-end technology consulting services and found the optimal solution for the product performance challenges experienced by the customer. Specifically, our tech specialists modernized the product architecture and codebase, updated the tech stack, and implemented infrastructure changes so it became technically possible to develop new features that Dorel originally planned. The Intelliarts team then moved on with custom software development, where our software engineers helped the company release the new product version, with regard to all the previously given recommendations.  Major Technologies: Java, AWS, Spring Boot, iOS, Android, Swift, Kotlin, Firebase, and Mixpanel ### EV Fleet Management System for EV Chargers Results and value provided. The Intelliarts team delivered the EV fleet management solution that helps fleet operators keep track of fleets and charge electric vehicles efficiently to ensure the best charging experience for EV drivers. The software covers all the top use cases of EV fleet management, from real-time charging to EV statuses to energy management to billing and reporting. With the help of this next-gen solution, our partner managed to expand into the new EV fleet management market and won a base of loyal customers.   Challenge. The EV charging company reached out to Intelliarts with the request to build EV fleet management software. This enterprise solution had to help fleet owners control and manage their fleet productively in order to lower operating costs and improve efficiency.   Solution. Intelliarts created the next-gen EV fleet management software, with features like EV statuses, energy management, and charging predictions. The software uses telematics to track the necessary data like the battery charge level to predict the charging operations. It’s also integrated with energy management and enables fleet owners to compensate for at-home charging.   Major technologies: Java, Amazon Timestream, Kafka, Spring, MongoDB, React ### Smart Power Management System for EVs Results and value provided. The Intelliarts software engineers created a power management system that allows scheduling power limits for EV stations for any time period. Built-in data analytics enables site hosts to monitor and analyze energy consumption by using tools like interval visualization, reports, and dashboards. The solution helps end users minimize energy usage at costly peak hours and lower electricity bills. Challenge. To provide more value to the EV charging site hosts, the EV company wanted to add a power management system. The end goal was to optimize the energy consumption of EV charging stations and, thus, maximize their cost-efficiency. Solution. By using advanced energy management algorithms, we built a power management system that allows site hosts to control and shift the energy load on the location by setting energy limits. The system ensures the predefined maximum is never exceeded at the charging points. Major technologies: Java, AWS Timestream, MongoDB, Spring Boot, React Read the full case study here: https://intelliarts.com/success-stories/smart-power-management-system/    ### Predictive Maintenance for Hydraulic Systems Results and value provided Precision Engineering: Achieved over 90% accuracy in predicting the degradation of key hydraulic components. Cost & Downtime Reduction: Enabled a transition to proactive maintenance, significantly lowering emergency repair costs and reducing facility downtime. Future-Proof Operations: Provided the client with a scalable framework for data-driven decision-making and a workforce trained to leverage AI for operational excellence. Business challenge A large manufacturing company faced repeated malfunctions within their hydraulic systems. Periodic failures of coolers, valves, and pumps led to heavy costs and performance inefficiencies in their production, eventually impacting the operations of the entire facility. Solution To resolve these systemic issues, Intelliarts acted as a custom ML development company, designing a strategic solution using machine learning for predictive maintenance. We developed a suite of models capable of identifying component degradation levels with high precision before a breakdown occurs. Beyond the technology, we focused on long-term adoption by conducting staff training and providing ongoing support to refine the models as the production environment evolves. Major Technologies: AWS SageMaker, AWS Lambda, Matabase, Scikit-learn, Dask, Pandas, Matplotlib, Seaborn, TPOT, Docker Read the full case study here: https://intelliarts.com/blog/predictive-maintenance-part-4-machine-learning-solution-for-a-hydraulic-system/  ### ML-powered Sales Processes for Insurance Results and value provided Strategic Clarity: Disproved the "spam" hypothesis, preventing the client from wasting resources on unnecessary technical fixes and shifting focus toward operational improvements. Predictive Sales MVP: Delivered a functional machine learning system that identifies the specific factors causing low success rates in real-time. Data-Driven Roadmap: Provided a scalable framework currently being field-tested to ensure long-term sales opti   Challenge Our partner, a midsize insurance provider, struggled with a declining success rate in their cold-calling operations. Suspecting their outreach was being flagged as spam, the company faced costs and performance inefficiencies in acquisition of new leads. They needed a way to determine if their challenges were technical or rooted in their sales strategy.   Solution Acting as a custom ML development company, Intelliarts conducted a deep-dive data analysis to rigorously test the "spam" hypothesis. After proving the issue was not related to number reputation, we pivoted to a more strategic approach: building a machine learning MVP. This system was designed to detect underperformance patterns in real-time and track key variables—such as lead demographics and agent behavior—to optimize future outreach. We also provided a strategic roadmap to help the client align their sales policies with these new data insights.   Major Technologies: AWS SageMaker, Metabase, Scikit-learn, NumPy, XGBoost, Pandas, Matplotlib, Snowflake, Docker Read the full case study here: https://intelliarts.com/blog/improving-cold-calling-effectiveness-insurance-company-case-study/ ### Predictive Maintenance Solution for EV Chargers Results and value provided Together with the customer, we agreed on building an ML-powered solution for predictive maintenance to allow the company to mitigate the risk of the EV chargers breaking down abruptly. The Intelliarts team completed detailed data analysis and provided specific recommendations on implementing the data collection pipeline, building storage for raw data, and collecting the missing data. As soon as the customer collects additional EV charger diagnosis data in the suggested format, we ​​plan to move forward with creating the PdM solution initially planned. Challenge The global company specializing in producing EV charging station management solutions reached out to us to solve the business challenge of maintaining their charging stations in top condition and reducing downtimes. Solution We conducted a detailed analysis of historical data received from EV chargers via OCPP protocol and provided our partner with important insights on the existing data quality and the additional data that was missing to build the PdM solution we planned for. We also completed a data anomaly analysis, which helped us understand which anomaly behavior usually results in EV charger outages. Major Technologies: AWS SageMaker, AWS Glue, AWS Athena, AWS QuickSight, AWS S3 Glacier, Metabase, MongoDB, Kafka, Scikit-learn, XGBoost, Pandas, Matplotlib, Plotly, Docker Read the full case study here: https://intelliarts.com/success-stories/predictive-maintenance-for-ev-chargers/ ### Integration of Third-Party Software into HubSpot More than 50% of around 170 thousand users of the HubSpot platform utilize integrations developed by our team.  Developed integrations for NetSuite, Microsoft Dynamics 365, Slack, Zoom, Mailchimp, OneSignal, Salesforce, Jira, SurveyMonkey, and Marketing Events Public API. The Intelliarts team not only became a long-term tech partner managing multiple integrations throughout the years but is also trusted with the development of the integration strategy.  Business challenge. A representative from Strategic Integration Groups of HubSpot — a cloud-based CRM platform, reached out to Intelliarts to get assistance with the integration of a number of external software solutions.  The main goal was to ensure that the end HubSpot users have access to all their essential tools within the HubSpot ecosystem through custom integration development.  This would maintain users' high operational efficiency and help the platform to become one of the most innovative, competitive, and comprehensive CRM solutions on the market.  Solution. Our solution is the end-to-end web development of microservices that would enable the integration of software applications and the synchronization of data received through them. Examples of such valuable information may include contact details of Zoom meeting participants, session recordings, etc. The Intelliarts team ensured that users of HubSpot could exploit their preferred tech stack without restriction and that the data synchronization is unobtrusive. Our engineers keep modifying the developed services so they match the latest updates of corresponding software solutions and work seamlessly.  ### AI-powered False Calls Reduction in SMT lines Results and value provided Together with the customer, we planned to build a machine learning model that has to double-check if the polarity defect detected by the Automated Optical Inspection (AOI) machine is actually present. By the end of the project, the manufacturer should benefit from getting a fully-integrated ML model with over 90% accuracy, which should help the company with fewer false alarms and uptime improvements. Challenge: A producer of printed circuit boards reached out to us to reduce the number of false calls on polarity checks by their AOI system. Repeated false calls caused idle time on the production line and resulted in losses related to extra human inspection and delays in delivering PCBs to customers. Solution: Operating as a custom ML development company, Intelliarts suggested an ML model to decrease false alarms and improve product quality. During data exploratory analysis, we identified a shortage of images featuring actual polarity issues. To resolve this, we offered to collect more data synthetically to test the algorithm properly. Using a classical computer vision approach with the OpenCV library, we built and tested a prototype. While the model already shows 90%+ accuracy, we are currently Read the full case study here: https://intelliarts.com/blog/case-study-of-reducing-false-alarms-in-the-automated-optical-inspection-system/ ### ML-driven Lead Quality and Agent Efficiency Results and value provided The ML-powered lead quality solution helped the insurance company spend less time on regions with low predicted sales and focus most sales efforts on those high-performing ones. Thus, the customer has established a better lead selection strategy and already experienced a 5% increase in lead quality. The solution has also increased agent efficiency measured as conversion rate by 3% as it encourages agents to work hard to get to a higher tier, obtain better leads, and earn more. Challenge A health insurtech company, EasyHealth has reached out to us to improve their lead quality and insurance agent efficiency in order to boost their sales. Solution Intelliarts team built an ML-powered solution composed of two parts. The solution aimed at helping the customer detect regions with the most promising leads while also assigning them to high-performing insurance agents to raise the chance of a successful sale. Read the full case study here: https://intelliarts.com/success-stories/improving-lead-quality/ ### Data Pipeline Engineering for Clickstream Data Results and value provided Intelliarts tackled the development of an end-to-end data pipeline, helped to process very large data sets, and transformed them into valuable insights. DDMR multiplied its annual revenue a few times and won a base of loyal customers. Thanks to Intelliarts team efforts, the customer is able to process hundreds of terabytes of data per day. Also, our team secured the business in terms of data leakage.   Challenge DDMR is the American data marketplace for clickstream data. The company faced the challenge of managing and processing big data and needed high-quality engineering support to build the product. DDMR came to Intelliarts with a request to redesign, develop, and implement large-scale data transformation and data augmentation systems.   Solution Operating as a specialized data pipeline engineering company, Intelliarts helped the client build an end-to-end data pipeline. We developed a platform-agnostic data collection tool utilizing browsers as a data source. To optimize access and reduce storage costs, our experts split the data into cold and hot storage. We also redesigned the data pipeline and upgraded the data processing services to more advanced technologies twice. Finally, we enhanced the infrastructure's reliability by reducing human error, adding automatic notifications and trend monitoring, and migrating to a multi-region setup to maximize performance speed. Major Technologies: Databricks, AWS, Amazon EMR, Scala, Python, Spark, Snowflake, DBT, AWAA, Terraform, Ansible ### Custom ML for DEI-Focused HR Sourcing Results and value provided The AI model shows over 90% accuracy for gender and ethnicity detection.  The developed platform offers a set of diversity sourcing tools and complementary functionality for job profile sorting and the company’s DEI goals meeting. The company successfully moved to the next investment round. Challenge: ProvenBase, a US-based intelligent sourcing provider, reached out for assistance with ML solution development. The customer needed to modify their B2B platform to enable unbiased candidate-to-position matchmaking based on textual profile and job data. The goal was to ensure that the customers of ProvenBase can benefit from streamlined candidate sourcing and hiring with an emphasis on diversity, equity, and inclusion (DEI) practices. Solution: Acting as a custom ML development company, Intelliarts delivered a set of trained ML models integrated into the existing platform to enable automated job description parsing and matching. Our engineers utilized transformers and natural language processing (NLP) to build an AI-based semantic search engine. This solution matches input queries with candidate profiles and ranks them by suitability, allowing recruiters to find specialists with the desired qualifications and skills within seconds. Major Technologies: Python, SentenceTransformers, Beautiful Soup, Docker, Hugging face Hub, Label studio ### ML-powered List Stacking for Real Estate Results and value provided. The Intelliarts team created an intelligent list stacking and predictive modeling solution that ranks homeowners from the most to least motivated to sell a house.  By far, the machine learning powered solution can predict at least 70% of homeowners who plan to sell a property, which is high above the industry standard. The model offers a tremendous advantage to end-users — real estate businesses that can reduce marketing costs now by targeting the right homeowners and closing more deals. Business challenge. An AI-driven real-estate company (under NDA) came to us with the request to predict homeowners who would sell their properties before the houses were put up for sale. Solution. Acting as a custom ML development company, Intelliarts built a robust system composed of two machine learning models capable of processing 11 TB of data on a regular basis. The realtor model predicts the probability of a house being sold within the next few months. The investor model helps predict potential discounts on specific properties, including the estimated maximum and minimum discount amounts. Major Technologies: AWS Glue, AWS Aurora, Amazon S3, Python, Pandas, Scikit-learn, Catboost, Docker, Apache Airflow, AWS SageMaker ### Building a Machine Translation Portal for Dell EMC Results and value provided. Intelliarts re-designed a machine translation web portal based on Microsoft tool to handle Dell’s corporate document translations. The solution helped the company reduce the time spent on one translation from 5-10 minutes to a few seconds. We met all the custom Dell’s requirements making the system fault-tolerant, adding the opportunity to translate many documents in parallel and keep track of the translation status, and building the solution in-house. Challenge. The customer reached out to Intelliarts with a product idea and a list of requirements, but a limited understanding of how to implement the solution from a technical standpoint. Dell EMC planned to build an automated translation portal from scratch having the early version of the product that didn’t meet the users’ expectations. Solution. Our technology consultants provided the customer with a technology solution for how to re-architecture their translation portal so it met the precise business requirements. We summarized our recommendations in the business proposal describing the solution architecture, tech stack, phases of development and deliverables, project risks, rough budget, and time estimates. Then, our software engineers helped to bring our recommendations to life and released the desired product. Major Technologies: Java, Spring, ActiveMQ, PostgreSQL, Microsoft Document Translator, Microsoft Translator API, GlobalLink, JavaScript, JQuery, Bootstrap ### ML-powered Equipment Failure Prediction Solution Results and value provided High Reliability: Achieved over 90% accuracy in equipment failure prediction, allowing for precise intervention. Direct ROI: Enabled the manufacturer to reduce long-term maintenance costs by 5% through optimized resource allocation. Operational Excellence: Minimized unplanned downtime to a negligible level, significantly boosting the overall performance and stability of the production line. Business challenge Our customer, a global appliance manufacturer, dealt with repeated equipment failures in their production line. The company wanted to reduce equipment breakdowns, which caused heavy costs and performance inefficiencies in their production. Solution Our team implemented a comprehensive strategy centered on machine learning for predictive maintenance. We moved the client’s operations from a "fix-it-when-it-breaks" approach to a proactive, data-driven system. As a full-cycle partner, we didn't just deliver a model; we provided a complete operational ecosystem. This included real-time monitoring dashboards for high-level oversight and a strategic change-management program. We assisted in updating internal policies and educating personnel, ensuring the solution was seamlessly integrated into the team’s daily workflows for long-term success. Major Technologies: AWS ECS, AWS Fargate cluster, AWS SageMaker, Metabase, Dask, Pandas, NumPy, Scikit-learn, XGBoost, PyTorch, Docker, Neptune.ai, Seaborn Read the full case study here: https://intelliarts.com/blog/equipment-failure-prediction-in-production-line-appliance-manufacturer-case-study/ ### Industry Recognitions - Top Big Data Analytics Companies - #2 on DesignRush Top Big Data Analytics Companies ## Key Clients - HubSpot ## Packages ### AI Development Packages Revolutionize your decision-making and bring business efficiency growth by engineering sophisticated AI/ML solutions. Intelliarts is a reputable tech consulting partner offering end-to-end AI/ML development services. Our adept team has proven competence in ML and data science and lots of successfully completed projects. Let’s discuss your project. | Feature | Small ($15,000/total) | Medium ($30,000/total) | Large ($50,000/total) | |---------|---------|---------|---------| | Overview | Proof of concept Verify that your product idea has a reallife application | Minimum Viable Product Collect feedback from future customers before releasing a fully fledged product | Product Build a sustainable innovative and client oriented AI product | | Essential | A simplistic early stage demonstration of a product or performance usability report focused on determining whether your business idea can be turned into a reality | An early basic version of your product that meets minimum business requirements and is planned to be adapted and improved in the future | A fully fledged AI product solution with complete functionality to be scaled in the future | | Consultant | 1 part time consultant | 1 full time consultant | 1 full time consultant | | Team size | 1 ML engineer | 1 ML engineer | 1 ML engineer 1 data engineer and 1 software engineer | --- ## Verification Clutch verification provides an additional layer of data to help you make the right purchasing decision of business services. - Verified Client Reviews: 8 - Overall Review Rating: 4.8 Last Updated: 2026-07-28T08:58:47Z ### Business Entity - Business Entity Name: Intelliarts Consulting LLC (ТЗОВ "ІНТЕЛІАРТС КОНСАЛТИНГ") - Source: Youcontrol - Jurisdiction of Formation: Ukraine - Date of Formation: November 9, 2005 - Status: Active - Last Updated: February 19, 2026 - ID: 33914949 ## Locations (2) ### L'viv, Ukraine (Headquarters) - 7, Kotyka Str., 700 - L'viv 79000 - Ukraine - 76 - 100 employees - Phone: +38 067 670 6720 ### Warszawa, Poland - 46 Korytnicka, lok.52 - Warszawa 04-109 - Poland - 10 - 15 employees ## Connections - Hassan Harb (EVIQ) - Andrew McLoud (Indigo) - Alexander Barinov (Intelliarts) ## Contact Intelliarts [Send a message](https://clutch.co/profile/intelliarts) - [X](https://twitter.com/intelliartsteam)