Linnify is an award-winning global technology partner helping companies build, deploy, and scale digital products and AI agents that their experts can trust.
Founded in 2016, with offices in Europe and the U.S., Linnify partners with growing spinoffs, scaleups, and tech-driven enterprises to accelerate digital development through AI-powered delivery, proven product frameworks, and expert evaluation tools for business users.
Our cross-functional teams deliver end-to-end capabilities in:
Product strategy and intelligent discovery
UX/UI design and AI-assisted prototyping
Scalable software development for web and mobile
Agentic development and intelligent automation
Custom AI agents and multi-agent workflows
Machine learning and data engineering
Cloud-native solutions, DevOps, and MLOps
Dedicated product teams and team augmentation
Unlike delivery models where AI knowledge stays locked in vendor teams, Linnify brings business users into the process — enabling them to review, validate, and trust how agents behave in real-world workflows. This builds a stronger foundation for long-term adoption: agent behavior becomes easier to evaluate, institutional knowledge stays within the organisation, and AI aligns more closely with business reality.
With 100+ digital solutions delivered across healthcare, logistics, education, automotive, real estate, and pharma, Linnify supports clients through strategic partnerships in major tech hubs including Austin, Berlin, and London.
Our commitment to quality and innovation has earned global recognition: FT1000 Europe's Fastest-Growing Companies 2025 and 2026, Clutch Top 100, Google Cloud Partner status, and ISO 27001, ISO 9001, and ISO 14001 certifications.
Whether you're building trusted AI agents, modernising digital operations, launching a new product, or scaling your development capabilities, Linnify delivers with agility, transparency, and measurable business impact.
AI DevelopmentCustom Software DevelopmentWeb Development
Pricing Snapshot
Min. project size
$25,000+
Avg. hourly rate
$100 - $149
/hr
Rating for cost
4.9
/5
What Clients Have Said
Linnify offers competitive pricing and strong value for cost, with clients noting good budget alignment and high-quality deliverables. Specific project costs range from $50 to $500 per 100,000 invoices, and investments vary from €25,000 to €250,000 depending on project scope.
Linnify has demonstrated strong capabilities in developing AI-powered solutions, including chatbots and workflow automation. Clients praised their technical competence in AI integration, which has helped streamline operations and improve efficiency across various industries.
Expertise in Custom Software Development
Linnify has a proven track record in developing custom software solutions tailored to specific client needs. Their work spans various sectors, including real estate, healthcare, and finance, showcasing their adaptability and industry expertise.
Strong Project Management and Communication
Clients consistently highlight Linnify's effective project management and communication. They deliver projects on time, maintain transparency, and are responsive to feedback, ensuring a smooth workflow and client satisfaction.
Efficient and Scalable Solutions
Linnify delivers scalable solutions that meet client requirements efficiently. Their ability to balance technical quality with cost-effective approaches is appreciated by clients, contributing to successful project implementations.
Potential for Improved Cloud Expertise
While Linnify excels in many areas, one client noted that strengthening their cloud expertise, particularly with platforms like AWS, could enhance their support for scalability and infrastructure automation.
Impressive Track Record with Startups
Linnify has successfully partnered with startups, providing valuable insights and expertise to help them navigate early-stage challenges. Their support in product development and market validation has been instrumental for many clients.
Custom Software & AI Development for Real Estate Company
Featured Review
AI DevelopmentCustom Software DevelopmentWeb Development
Cognitive ComputingNatural Language ProcessingAI Recommendation Systems
$10,000 to $49,999
Nov. 2025 - July 2026
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"They were very accommodating to our shifting priorities."
Jul 2, 2026
Director of Core Products, Real Estate Company
Anonymous
Verified
Real estate
Berlin, Germany
51-200 Employees
Online Review
Verified
Linnify built workflow automation and AI integrations for a real estate company's digital inbox. The team converted inbound content, extracted key data, and mapped requests to existing processes.
Linnify delivered 70%-90% accuracy in entity identification and 70%-90% precision in process mapping for the client. The client was satisfied with the quality of work, documentation, and adaptability. Linnify also met deadlines and communicated well through virtual meetings and messaging.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Director of Core Products of a real estate company
Describe what your company does in a single sentence.
CRM Software For Real Estate Professionals! All business processes, tasks, and documents are intelligently automated and managed more quickly thanks to AI. Effortlessly connect teams, clients, and partners, break down information silos, and create a single source of truth for your entire real estate management.
facilioo’s vision is not only to digitize these processes, but also to consolidate them and thereby simplify them. Together, we want to expand the capabilities of property management and create a symbiotic relationship between property managers, owners, tenants, and service providers. We want to streamline communication within this symbiotic relationship.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Linnify to accomplish?
Workflow automation
AI Integration
SOLUTION
How did you find Linnify?
Referral
Why did you select Linnify over others?
High ratings
Pricing fit our budget
Good value for cost
Referred to me
Company values aligned
How many teammates from Linnify were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
This project is a strategic initiative by facilioo, a Berlin-based property management software provider, to accelerate the automation of inbound requests and streamline operational workflows. The facilioo Digital Inbox serves as the central hub for all incoming communication across multiple channels, including email, WhatsApp, customer apps, web forms, and answering machines.
Currently, property managers face a high manual workload in processing tenant requests, categorizing messages, and mapping them to the right tasks or processes. This results in inefficiencies, delayed responses, and limited scalability. As the volume of inbound messages continues to grow, the need for intelligent automation has become highly valuable.
Delivarables:
Content conversion – facilioo will handle the transformation of incoming data (audio, emails, PDFs, lists, images) into text. The resulting text will then be provided to Linnify, who will summarize and present it in a clear, readable format.
Info extraction – Identify key attributes such as property details, unit references, and issue types, enabling structured and consistent data handling.
Process and task automation – Map extracted information to existing workflows with minimal manual intervention.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Accuracy of Entity Identification (Smart Data Mapping) 70-90%
Precision of Process Mapping 70-90%
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Team consistently met the deadlines, they were very accommodating to our shifting priorities & internal delays. Response and adaptibility was excellent
What was your primary form of communication with Linnify?
Virtual Meeting
Email or Messaging App
What did you find most impressive or unique about this company?
profissionality & commitment
Adaptibility to scope alterations
Quality of work and documentation
Are there any areas for improvement or something Linnify could have done differently?
None within the scope of this project
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
AI Development for Paints & Varnishes Company
AI Development
Confidential
Dec. 2024 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
" I greatly appreciate their problem-solver mindset."
Jun 4, 2026
Marketing Specialist, Paints & Varnishes Company
Andreea Iftimia
Verified
Manufacturing
Romania
501-1,000 Employees
Online Review
Verified
Linnify has developed an AI-powered chatbot for a paints and varnishes company. They've designed, trained, and integrated the solution to provide real-time assistance regarding the client's product portfolio.
Linnify has delivered a functional, robust prototype that streamlined the client's support, reduced waiting times, and ensured accurate product recommendations. The team has met all deadlines, provided quick updates, and addressed requirements and feedback. They're also proactive in sharing ideas.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Marketing Specialist
Describe what your company does in a single sentence.
A leading manufacturer of high-quality paints, varnishes, and mortars, providing innovative protection and finishing solutions for residential and industrial projects.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Linnify to accomplish?
To develop an advanced AI chatbot specifically designed for Kober to enhance customer interaction and support.
SOLUTION
How did you find Linnify?
Online Search
Why did you select Linnify over others?
High ratings
Good value for cost
How many teammates from Linnify were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
The project focused on the end-to-end development of an AI-powered chatbot tailored to Kober’s specific operational needs. The scope included the design, training, and integration of the AI solution to provide accurate, real-time assistance regarding our product portfolio and technical specifications.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Collaborating with Linnify was essential for digitizing our technical support through the implementation of a dedicated AI chatbot. The project was a success, as we managed to transform our complex technical documentation into an interactive database capable of providing customers with precise and instant answers. A measurable outcome of this implementation was the immediate streamlining of how we provide support, which reduced waiting times for our customers and ensured a high level of accuracy in product recommendations. Ultimately, we received a functional and robust prototype that demonstrated not only the technical competence of the Linnify team but also their ability to understand and respond to the specific needs of our business.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
The project management provided by the Linnify team was exceptional throughout our collaboration. They consistently met all project deadlines, demonstrating a high level of discipline and reliability. Communication was smooth and efficient, the team was always highly responsive, providing quick updates and demonstrating great promptness in addressing our feedback or any specific requirements that arose during the development process.
What was your primary form of communication with Linnify?
In-Person Meeting
What did you find most impressive or unique about this company?
What truly stood out was their ability to look beyond immediate technical requirements and offer a strategic vision for how AI can evolve within our company. I greatly appreciate their problem-solver mindset; they did not just execute tasks, but proactively suggested improvements to the chatbot’s architecture, anticipating future needs we hadn't initially considered. This consultative approach, combined with a genuine passion for innovation, clearly sets them apart from any other partner we have worked with.
Are there any areas for improvement or something Linnify could have done differently?
Our collaboration was very successful and there were no significant areas for improvement.
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
AI Development for ERP & Accounting Software Company
AI Development
Cognitive ComputingMachine Learning
Confidential
June 2025 - June 2026
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"They focused on outcomes over processes and contracts and had a clear focus on deadlines and deliverables."
Feb 9, 2026
CTO
Matyas Albert-Nagy
Verified
Information technology
Munich, Germany
51-200 Employees
Online Review
Verified
Linnify provides AI development for an ERP and accounting software company. The team has built AI-based agentic workflows to extract accounts payable information and reconcile and allocate transactions.
Linnify has delivered a working workflow with a 90%-95% detection accuracy rate. The team has provided timely deliverables and communicated effectively via virtual meetings, email, and messages throughout the engagement. Linnify's proactivity and AI expertise are hallmarks of their performance.
BACKGROUND
Introduce your business and what you do there.
I’m the CTO of Impower GmbH, a cloud-based ERP and accounting software company. We offer a platform for property management companies that, through digital invoice capture, automation, and an intuitive interface, makes management processes more efficient and flexible.
OPPORTUNITY / CHALLENGE
What challenge were you trying to address with Linnify?
We needed help building AI-based workflows.
SOLUTION
What was the scope of their involvement?
Linnify helped us build high-accuracy AI-based workflows that auto-train based on usage, with match rates of 95%. The team delivered the agentic workflow as a data service, and we handled the integration and UX on our side.
The workflows focused on two processes: automated invoice processing, which extracts accounts payable information from invoices, and automated transaction reconciliation, which allocates transactions to raised debts or accounts. Both processes learn from user input.
What is the team composition?
We worked with 2–5 teammates from Linnify.
How did you come to work with Linnify?
We found them through a referral. We chose them over other options because they had high ratings, were close to our geographic location, offered good value for the cost, and had expertise in the AI domain.
What is the status of this engagement?
We worked together from June to October 2025.
RESULTS & FEEDBACK
What evidence can you share that demonstrates the impact of the engagement?
Linnify delivered a working workflow with a 90%–95% detection accuracy rate, depending on the field. The processing time was 5–30 seconds, depending on the document complexity. The cost of processing was $50–$500 per 100,000 invoices.
How did Linnify perform from a project management standpoint?
They delivered the agreed-upon scope on time; we only adjusted the timeline for holiday planning. We communicated via virtual meetings, emails, and messaging apps.
What did you find most impressive about them?
I was impressed by their clear, structured communication and their professional and transparent project management. The team was proactive, had great AI expertise, and flexibly adapted according to our needs. They focused on outcomes over processes and contracts and had a clear focus on deadlines and deliverables.
Are there any areas they could improve?
I can’t think of anything they could have improved.
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
Web App Update & Redesign for Pharmaceutical Advertising Co
Other Application DevelopmentUX/UI DesignWeb Development
Google app engineCloud Server Migration
$10,000 to $49,999
June - Sep. 2025
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"What impressed us most was their ability to combine strong technical expertise with a truly collaborative mindset."
Dec 8, 2025
General Manager, Aimee Consulting Advertising SRL
Dan Marinas
Verified
Advertising & marketing
Bucharest, Romania
11-50 Employees
Online Review
Verified
Linnify redeveloped and redesigned a web app for a pharmaceutical advertising company. The team updated the client's web app to the latest technologies and migrated it to a new cloud provider.
Linnify's efforts resulted in updating the web app and migrating it to a new cloud provider. The team had a structured and transparent project management approach and was highly responsive to needs and feedback. Furthermore, Linnify's strong technical expertise and collaborative mindset stood out.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the General Manager of Aimee Consulting Advertising SRL
Describe what your company does in a single sentence.
Services for pharma industry.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Linnify to accomplish?
Re-develop web application
Update to latest technologies
Migrate cloud provider
SOLUTION
How did you find Linnify?
Referral
Why did you select Linnify over others?
High ratings
Referred to me
How many teammates from Linnify were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
The platform is a web application that digitizes the process of issuing, managing, and monitoring vouchers provided by pharmaceutical companies. Each Client (pharmaceutical company) supplies a database containing eligible HCPs and medical assistants who can generate vouchers, as well as a database with the client’s own employees or laboratory employees who will access the platform. Based on this data, the platform automatically creates user accounts, assigning a username (email address) and a temporary password. Access rights are allocated as follows: HCP: can generate, modify, or delete their own vouchers and can access their voucher history. Laboratory employee: can view vouchers processed by their laboratory and modify their status (received, collected, analyzed). Client employee: can view vouchers sponsored by their company but cannot modify or delete them. The platform provides multiple benefits: increased efficiency and traceability, reduced administrative costs, optimized human resources, better control over budgets and compliance risks, and GDPR compliance. It also includes a clear role-based access system, activity history, data export, and dedicated technical support. Overall, it delivers a scalable, efficient, and secure solution for digital voucher management in the medical-pharmaceutical ecosystem.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Successful migration to the new version and new cloud provider.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Their project management was structured and transparent, and they consistently delivered on time. They were highly responsive to our needs, quickly adapting to any feedback and providing solutions proactively.
What was your primary form of communication with Linnify?
Virtual Meeting
What did you find most impressive or unique about this company?
What impressed us most was their ability to combine strong technical expertise with a truly collaborative mindset. They quickly understood our vision, anticipated challenges, and consistently brought thoughtful, user-focused solutions to the table.
Are there any areas for improvement or something Linnify could have done differently?
Our experience was excellent overall. If anything, we would simply welcome even more of the proactive communication and strategic input they already demonstrated throughout the project.
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
Custom Software Dev for Passport & Visa Expediting Company
Custom Software Development
Coding & Development AI Agents
$50,000 to $199,999
Sep. 2024 - Sep. 2025
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"The final product exceeded our expectations in functionality and usability."
Sep 5, 2025
Owner, Fast Passports and Visas
Sam Charlton
Verified
Other industries
The Woodlands, Texas
1-10 Employees
Online Review
Verified
Linnify developed a custom software solution for a passport and visa expediting company. The team developed an application with a portal bot integration.
Linnify exceeded the client's expectations in terms of functionality and usability. The team provided thorough documentation and training support to ensure a successful product launch. Moreover, the team met all timelines and provided weekly updates. Overall, the team's strategic input stood out.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Owner of Fast Passports and Visas
Describe what your company does in a single sentence.
Passport and Visa expediting company
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Linnify to accomplish?
Application portal
bot integration
self sufficient
SOLUTION
How did you find Linnify?
Referral
Why did you select Linnify over others?
High ratings
Pricing fit our budget
Good value for cost
Referred to me
How many teammates from Linnify were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
We recently partnered with Linnify to develop a custom software solution for our organization, and the experience has been outstanding from start to finish.
From the initial discovery phase to the final delivery, their team demonstrated a deep understanding of our business needs and technical requirements. Communication was clear and consistent throughout the project, and they were always responsive to feedback and quick to adapt to any changes or challenges that arose.
The final product exceeded our expectations in functionality and usability. The software is robust, scalable, and user-friendly—exactly what we needed to streamline our operations and improve efficiency. We also appreciated the thorough documentation and training support they provided post-launch.
What truly stood out was their professionalism, attention to detail, and commitment to delivering high-quality work on time and within budget. It’s clear that Linnify takes pride in their craft and genuinely cares about their clients' success.
We wouldn’t hesitate to work with them again and highly recommend their services to anyone seeking a reliable and skilled software development partner.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Linnify provided weekly updates and Zoom calls in order to ensure we are on the same page and on track for project completion. The timeline was set prior to the start of the project and all timelines were met without exception.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Yes all delivery times were met.
What was your primary form of communication with Linnify?
Virtual Meeting
Email or Messaging App
What did you find most impressive or unique about this company?
They didn’t just build what we asked for—they helped us refine our ideas and offered strategic input that improved the final product.
Are there any areas for improvement or something Linnify could have done differently?
None
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
E-Commerce Development for Technology Company
API DevelopmentE-Commerce DevelopmentMicroservices Architecture Services
Big CommerceNodeJSREST API
Confidential
Jan. 2024 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"The company fosters a culture of collaboration, code quality, and ownership, enabling fast-paced delivery."
May 15, 2025
Delivery Manager, Endava
Cristian Ciurea
Verified
Other industries
Romania
5,001-10,000 Employees
Online Review
Verified
Linnify has developed an MVP for a technology company. The team has built a searchable parts catalog, compatibility engine, dealer portal, and order management module for an aftermarket platform.
Linnify has successfully delivered the MVP within three months, enabling a rapid rollout across seven international markets. The team has managed the project efficiently through agile planning and has maintained clear communication with stakeholders. Their technical expertise is commendable.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Delivery Manager of Endava
Describe what your company does in a single sentence.
Endava is a global technology company that delivers digital transformation and agile software development services for leading brands across finance, healthcare, retail, and more. With a strong presence in Europe and the Americas, Endava blends deep technical expertise with domain knowledge to help clients accelerate innovation and business growth.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Linnify to accomplish?
Aftermarket improvements
Retail portal improvements
SOLUTION
How did you find Linnify?
Referral
Why did you select Linnify over others?
High ratings
Close to my geographic location
Great culture fit
Good value for cost
Referred to me
Company values aligned
How many teammates from Linnify were assigned to this project?
6-10 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
Led the development of a lightweight aftermarket platform for an EV company, delivering a searchable parts catalog, compatibility engine, dealer portal MVP, and order management module—improving post-sale engagement and opening new revenue streams.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Design and delivery of an MVP aftermarket platform, launched in just 3 months, with architecture and localization support enabling rapid rollout across 7 international markets.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Managed the project using agile, milestone-based planning, ensuring on-time delivery of all core MVP components within the 3-month target. Maintained clear communication with stakeholders, facilitated weekly demos, and prioritized deliverables to support phased rollouts across 7 markets.
What was your primary form of communication with Linnify?
Virtual Meeting
What did you find most impressive or unique about this company?
What stood out most was the high quality engineering team, combining deep technical expertise with a strong product mindset. The company fosters a culture of collaboration, code quality, and ownership, enabling fast-paced delivery without compromising on architectural integrity or maintainability.
Are there any areas for improvement or something Linnify could have done differently?
One area for improvement would be to strengthen the team’s cloud expertise, particularly with platforms like AWS, to better support scalability, infrastructure automation, and future-proofing of digital products.
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
"Highly recommend
UX/UI Design & Dev for Workforce Solutions Provider
Other app platformChatbots & Conversational AIUsability TestingUser ResearchUX Strategy
$50,000 to $199,999
June 2024 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"I couldn't have asked for a better team to bring my ideas to life."
Dec 6, 2024
CEO, Gentrainer via Meyers Workforce Solutions, LLC
Aaron Meyers
Verified
Education
Owatonna, Minnesota
1-10 Employees
Online Review
Verified
Linnify is developing an AI-enabled experiential internship platform for a workforce solutions provider. The team is tasked with market research, prototype development, and AI integration.
Linnify has successfully delivered a functional PoC, refined the platform through beta testing, and developed a user-friendly prototype. The team is highly proactive and communicative, and internal stakeholders praise the service provider's technical expertise and collaborative nature.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the CEO of Gentrainer via Meyers Workforce Solutions, LLC
Describe what your company does in a single sentence.
GentrAIner is an AI-enabled experiential internship platform that provides equitable, immersive career readiness scenarios, helping students develop critical skills and bridge the gap between education and the workforce.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Linnify to accomplish?
Ensure a User-Centric, Scalable Solution: To deliver a scalable, user-friendly platform with high-quality functionality, ensuring GentrAIner effectively prepares students for workplace challenges and provides meaningful data insights for stakeholders.
Develop and Build the GentrAIner Platform: To create a robust, AI-enabled experiential internship platform tailored to simulate real-world career scenarios, ensuring it aligns with the program's core values and serves the needs of underserved students.
Integrate AI-Driven Features and Bots: To design and program interactive, generationally diverse AI bots (e.g., Karen the Boss Bot) that engage interns in realistic tasks and challenges, while incorporating demographic and cultural data to ensure inclusivity and relatability.
SOLUTION
How did you find Linnify?
Online Search
Clutch Site
LinkedIn
Why did you select Linnify over others?
High ratings
Pricing fit our budget
Great culture fit
Good value for cost
Company values aligned
E-Learning Experience
How many teammates from Linnify were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
The Linnify team has been instrumental in the development of GentrAIner, an innovative platform designed to provide equitable and immersive virtual internships for underserved students. Their focus on achieving key milestones in a clear, step-by-step process has ensured the project stays on track while addressing career readiness challenges effectively. Below is a simplified and focused summary of the scope of work and accomplishments.
Proof of Concept (PoC): Linnify created a foundational prototype that demonstrated the core features of GentrAIner, such as AI-powered scenarios and real-world problem-solving exercises. This PoC laid the groundwork for the platform’s future development.
Validation and Market Research: Through data-driven assessments and user feedback, Linnify validated that GentrAIner addresses a real and urgent need in the market. They ensured the platform aligns with the expectations of students and institutions alike, identifying gaps and opportunities to enhance career readiness.
Design and Prototype: The team developed a user-friendly prototype that simulated the final product’s functionality and experience. This included engaging designs and workflows that make the platform relatable and accessible to all users.
Usability Testing: Linnify engaged beta testers—students, university staff, and educators—to gather feedback on the platform's ease of use and effectiveness. This process refined the platform, ensuring it meets its mission to bridge education and the workforce.
Minimum Viable Product (MVP): The final step involved developing a functional MVP with all core features, ready for a pilot launch. This version integrates AI-driven scenarios and provides students with meaningful opportunities to develop skills and confidences
Capabilities Highlighted by Linnify: 1. Adaptable and Innovative Development: Linnify’s flexible and efficient approach allowed them to refine GentrAIner based on feedback, ensuring it meets real-world needs. 2. User-Centered Design: Their focus on creating a platform that is intuitive and engaging ensures GentrAIner delivers a seamless experience for students and educators alike. 3. Commitment to Quality: Linnify's dedication to usability testing and continuous improvement demonstrates their commitment to creating a platform that is both impactful and reliable.
Thanks to Linnify's expertise, GentrAIner is poised to be a well-positioned solution that provides underserved students with realistic virtual internships, fostering essential skills and bridging the gap between education and the workforce. Linnify’s thoughtful and adaptable approach, combined with their technical capabilities, has been pivotal in transforming this concept into a functional and impactful product. Their collaboration has brought GentrAIner closer to its goal of creating equitable opportunities for all students.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Proof of Concept (PoC) Completion:
Successfully developed and delivered a functional PoC that demonstrated the platform's core features and validated the feasibility of AI-driven virtual internships.
Provided a tangible foundation to secure stakeholder buy-in and guide the subsequent phases of development.
Validation Through Beta Testing:
Conducted usability testing with a diverse beta user pool, including students and educators, resulting in actionable feedback that refined the platform’s design and functionality.
Achieved confirmation of GentrAIner’s ability to address critical career readiness gaps for underserved populations.
Prototype Development:
Delivered a user-friendly prototype that simulated key functionalities, gaining positive reception from test groups for its intuitive design and realistic scenarios.
The prototype served as a visual and functional representation of the platform's potential, aiding in stakeholder communication and alignment.
Minimum Viable Product (MVP) Completion:
Completed a working MVP with essential features, including AI-driven tasks, generational bots, and interactive learning scenarios.
Positioned GentrAIner for a pilot launch in early 2025, marking a significant milestone in its journey toward market readiness.
Market Validation:
Conducted research and assessment to confirm market demand, highlighting a clear differentiation from competitors and aligning the product with the needs of students, universities, and employers.
Identified initial interest from institutions and organizations, creating momentum for partnerships and product placements.
Improved Stakeholder Engagement:
Engaged educators, students, and institutional leaders, fostering a collaborative approach to ensure the platform meets real-world requirements.
Strengthened relationships with early adopters, laying a foundation for the broader rollout.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Linnify demonstrated exceptional project management throughout the GentrAIner development process. Their use of an Agile methodology ensured flexibility and adaptability, allowing the team to prioritize tasks and make adjustments based on evolving requirements. With clear communication and frequent updates, Linnify maintained transparency and kept the project moving forward efficiently. Key milestones, such as the Proof of Concept, prototype, and MVP, were delivered on time, reflecting their strong commitment to meeting deadlines and achieving project goals.
Beyond their technical expertise, Linnify’s dedication to fostering collaboration was unparalleled. They invited me to their home country for one week, where, along with being world-class hosts, they fully integrated me into their workflows. This immersive experience enhanced my understanding of the project's capabilities and allowed me to witness the exceptional talent and creativity of their incredible team firsthand. Their attentiveness, hospitality, and professionalism not only ensured the project's success but also solidified a trusted partnership.
What was your primary form of communication with Linnify?
In-Person Meeting
Virtual Meeting
What did you find most impressive or unique about this company?
What sets Linnify apart and makes them truly impressive is their ability to go beyond being just a software development team—they have become a genuine partner in every sense of the word. From the very beginning, they immersed themselves in understanding not only the technical requirements of GentrAIner but also its deeper mission and vision. Their commitment to aligning their expertise with my goals has made all the difference.
Linnify’s collaborative approach and proactive engagement have consistently demonstrated that they are invested in the success of this project as much as I am. Whether it was inviting me to their home country to integrate me into their workflows, offering insightful solutions to challenges, or responding to feedback with creativity and enthusiasm, they have gone above and beyond at every step. Their partnership feels personal—they celebrate the wins with me, share in the vision, and continually push the boundaries to ensure GentrAIner is not just a product, but a transformative experience. I couldn't have asked for a better team to bring my ideas to life.
Are there any areas for improvement or something Linnify could have done differently?
I have no suggestions because there are no areas for improvement nor would I suggest that anything be done differently. This is truly a world-class organization, and we are blessed to have them as allies.
RATINGS
5.0
"Collaborating with Linnify was and continues to be an outstanding experience, marked by their professionalism, partnership, and commitment to the success of the project."
Quality
5.0
Service & Deliverables
"Linnify’s work exceeded expectations, with their deliverables showcasing exceptional quality, innovation, and attention to detail."
Schedule
5.0
On time / deadlines
"Linnify consistently adhered to timelines, delivering every milestone on schedule without compromising on quality."
Cost
5.0
Value / within estimates
"The value Linnify provided far outweighed the cost, demonstrating their ability to deliver world-class solutions within budget."
Willing to Refer
5.0
NPS
"I wholeheartedly give Linnify a five-star recommendation for their exceptional expertise, unwavering dedication, and ability to turn visions into reality, making them the ideal partner for anyone seeking a top-tier software development team.
Product Page Design & Recruitment for Travel Platform
Application TestingRecruitingUX/UI Design
Usability TestingUser Research
Confidential
Aug. - Sep. 2024
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"We are definitely glad we chose them."
Sep 17, 2024
Product Manager, Szallas Group
Krisztián Kékedi
Verified
Hospitality & leisure
Hungary
501-1,000 Employees
Online Review
Verified
Linnify designed a product page for a travel platform and helped recruit eight Romanian users based on a pre-drafted brief. The team also provided a detailed summary with their insight based on the usabilities.
Linnify delivered an impressive design and worked with quality and accuracy. The team provided clear answers to all of the client's research questions and had a clear and transparent project management approach. Overall, the team's commitment to the project was outstanding.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Product Manager of Szallas Group
Describe what your company does in a single sentence.
Szallas Group is a multi-product travel platform in the Central-East European region.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Linnify to accomplish?
Create a new design for our product page.
Gain experience in international and multilingual research.
SOLUTION
How did you find Linnify?
Online Search
Why did you select Linnify over others?
High ratings
Pricing fit our budget
Good value for cost
How many teammates from Linnify were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
Our summary requirements were as follows:
Romanian user recruitment, based on a pre-drafted brief
Usability tests with 8 native Romanian people with a provided mobile + desktop prototypes and a basic script
A summary material (presentation / doc), which included every insight based on the usabilities
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
We have no measurable results yet, the final measurable results will be known when we release the new design (Linnify only helped us in the design phase). We have worked with several research companies before, but I am completely satisfied with the quality and accuracy provided by Linnify. The quality of the materials was impressive, we received clear answers to all our research questions and even more than we expected (recommendations, EN-RO translation proposals).
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Linnify's project management is clear and transparent, with all materials delivered on time,
What was your primary form of communication with Linnify?
Virtual Meeting
Email or Messaging App
What did you find most impressive or unique about this company?
The commitment to the project.
Are there any areas for improvement or something Linnify could have done differently?
At first meeting they didn't seem as confident and professional as other similar agencies in Romania, but we are definitely glad we chose them.
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
UI/UX Design & Custom Web App Dev for Consulting Company
Custom Software DevelopmentUX/UI DesignWeb Development
UX StrategyNodeJSJavaScript
$200,000 to $999,999
Dec. 2023 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
4.5
Willing to Refer
5.0
“Linnify is great across the board: their pricing, deliverables, seriousness, and involvement are all good.”
Jun 4, 2024
Founder, HubCare
Bogdan Joca
Verified
Other industries
Bucharest, Romania
1-10 Employees
Phone Interview
Verified
Linnify is developing a custom web app for a consulting company using JavaScript and Node.js. Linnify’s services include UI/UX design. The client has piloted the app with an end client during development.
The app’s pilot has been successful and resulted in positive feedback from the end client. Linnify has displayed professionalism, asked the right questions, and demonstrated expertise. They’ve also proven good project management skills and adapted to the client’s communication preferences.
A Clutch analyst personally interviewed this
client over the phone. Below is an edited
transcript.
BACKGROUND
Introduce your business and what you do there.
I’m the founder of HubCare, a small agency specializing in business consultancy, app development, training, and internal change management. Our customers are large pharmaceutical companies.
OPPORTUNITY / CHALLENGE
What challenge were you trying to address with Linnify?
We hired them to develop a web-based app.
SOLUTION
What was the scope of their involvement?
Linnify is designing the UI/UX and developing our proprietary custom web app. First, we had a kick-off meeting and provided them with specifications and a defined process. From there, Linnify started working on the app. The team has developed our app from scratch using Node.js and JavaScript for the interface. Linnify is also using templates.
We own the app and sell subscriptions to large pharmaceutical companies. We've been piloting the project while Linnify has been developing it. Recently, we've given Linnify additional projects, mostly smaller ones.
What is the team composition?
We work with six teammates from Linnify: Razvan (Software Engineer), who acts as our project manager, three front- and backend developers, a QA specialist, and a UI/UX designer. I've only interfaced with Razvan and the UI/UX designer.
How much have you invested with them?
We've spent between €150,000–€250,000 (approximately $163,000–$272,000 USD).
How did you come to work with Linnify?
I knew about them through a recommendation, and one of their competitors was also on my radar. I made a brief for both companies, including development specifications, and Linnify answered very quickly and asked very good questions about the requirements. Their competitor was less serious in asking the right questions and didn't show as much interest as Linnify.
Linnify's pricing was also fair and very similar to their competitor's. Even though the competitor initially offered me a discount to convince us to choose them, pricing wasn't our most important criterion. Meanwhile, Linnify's CEO was involved in the pitch they made us, which showed us they were serious about the project. Therefore, we chose Linnify.
What is the status of this engagement?
I began the process of finding a service provider in October 2023, created the brief in November 2023, and started working with Linnify in December 2023. The project is ongoing.
RESULTS & FEEDBACK
What evidence can you share that demonstrates the impact of the engagement?
The most important outcome of the project is that it has enabled us to pilot the app with an end client and gather their feedback. We've run this pilot with the developed version, not a prototype. The end client has been happy with the app. The most important thing for me is that our end clients will buy our subscriptions next year, and I'm pleased with the pilot program's results and the end client's feedback.
Linnify's results have been excellent. They're a young team who challenge me, ask the right questions, and are very professional. I'm a pharmacist, so I don't have deep technical knowledge. I appreciate that Linnify's team has been very polite and challenging, telling me when choices aren't suitable for the project. I don't know how to carry out a project like this, so I expect Linnify to know the answers and be a specialist, and they are. To me, this is added value.
Additionally, the Linnify team has been reactive when it's needed, and when they promise something, they deliver it.
How did Linnify perform from a project management standpoint?
Linnify can meet deadlines and stay within the budget. At the start of the project, they were very professional in handling project management and organized a weekly call and quick Jira follow-up. This continued until I changed the project's priorities from one day to another.
With the end client involved, our priorities shifted, which caused issues with project management. I appreciate that Linnify has been very transparent about the effect of these changes. Instead of telling me they couldn't complete the new requirements, Linnify has adapted to these changes and has come back to the plan. Our project manager also has a technical background and is very hands-on regarding the process.
As for tools, they work on Google Sheets and Google Meet. I prefer phone calls and WhatsApp since they're more immediate, and Linnify has adapted to my preference. Since they're a small, less rigid company, they've also adapted to my less formal communication style.
Are there any employees from the service provider's team that you would like to give a shout-out to in this review?
Razvan is very dedicated. Since we've piloted the app at the same time as Linnify has been developing it, we've had emergencies, and Razvan hasn't slept some nights to help us address those emergencies. He doesn't ask his team to work after hours, so he does it himself when needed. I'm also impressed with the UI/UX designer.
What did you find most impressive about them?
Linnify is great across the board: their pricing, deliverables, seriousness, and involvement are all good. The competitor company we briefed was also very polite, but we could smell they wouldn't be very involved. We've also developed another app with a different service provider, and I've found Linnify to be more professional than them.
Are there any areas they could improve?
I don't have any negative feedback. Although Linnify lacks knowledge of the healthcare and pharmaceutical industries, such as market structure, I don't fault them for that. Linnify's priority is the code and UX, which should be uniform across whatever market they're in. Therefore, I don't find this gap an issue because I have the needed business knowledge. Overall, I'm very happy with them—I would give them more projects if we had them.
Do you have any advice for future clients of theirs?
If anyone asked me for a reference, I would recommend Linnify. I would use them for a project where the app was less complex than mine. We had very clear specifications, so we didn't need a discovery phase, but I know Linnify knows how to conduct one, create screens, and build a prototype.
I would also encourage you not to judge the Linnify team based on their youth; most teammates are 25–30 years old. Linnify is a very serious company. Additionally, I recommend being very direct and to the point with them.
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
4.5
Value / within estimates
Willing to Refer
5.0
NPS
Mobile App Dev & Business Consulting for Healthcare Company
Business ConsultingMarket ResearchMobile App Development
Health & Wellness Mobile App Development
Confidential
Jan. - Feb. 2024
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"Everything was delivered on time or early."
Mar 8, 2024
Founder, Aypex Inc.
JT Winston
Verified
Other industries
Austin, Texas
1-10 Employees
Online Review
Verified
Linnify provided mobile app development services for a healthcare company. Their work involved creating a business plan and a pitch presentation and conducting market research.
Linnify's support provided the client with a clearer picture of their company's objectives and helped lay out the foundation for raising a pre-seed round. The team delivered oin time and was accommodating of requests and scope changes. Their genuine passion for their work impressed the client.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Founder of Aypex Inc.
Describe what your company does in a single sentence.
Aypex meets people where they are on their mental health journey and then propels them forward with on-demand, personalized support to help them perform at their peak and live life on their terms.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Linnify to accomplish?
Early-stage business validation
Company foundation development for fundraising
SOLUTION
How did you find Linnify?
Referral
Why did you select Linnify over others?
High ratings
Great culture fit
Good value for cost
Company values aligned
How many teammates from Linnify were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
Market research, lean startup exercises, product framing, business guidance, company visualization. Deliverables:
Business Plan
Comprehensive Pitch Presentation
One Pager
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Much clearer picture of Aypex and the objectives and key results needed to move forward.
Foundation established for raising a pre-seed/seed round.
Phenomenal input from brilliant team members to dissect the business idea and increase moat along with decreasing risk.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Everything was delivered on time or early. Response time was impeccable and each team member was flexible to changes and receptive to input.
What was your primary form of communication with Linnify?
In-Person Meeting
Virtual Meeting
What did you find most impressive or unique about this company?
Everyone I met at Linnify is truly passionate about what they do. Business development and tech dev. is an incredibly competitive space to be in. Linnify stands out due to their bottom-up validation approach, high-caliber leadership, and contagious passion for what they do. They come across as truly invested in your success.
Are there any areas for improvement or something Linnify could have done differently?
To further differentiate their business, an increased emphasis on market patterns and niches could be beneficial. This was addressed during discussions, but as an early stage company, nailing one incredibly specific customer is key to getting that initial traction. Incredible experience overall though.
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
"Don't know where I would be without them, but I know I have a feeling I'd be swimming in circles.
Showing 1-10 of
45 Reviews
Meet the Team
Catalin BriciuCo-Founder & Co-CEO
Patricia ZavackyMarketing Manager
Premier Verified means Clutch independently confirmed Linnify is a legally registered business, financially sound (Creditsafe: Low Risk), and backed by 39 verified client reviews averaging 5.0 stars.
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