CrossML is an AI product engineering and consulting company and an official AWS Partner, delivering next-generation AI and digital transformation solutions. We turn ideas into intelligent, high-impact products by integrating Agentic AI, Machine Learning, and Cloud technologies with a deep understanding of industry-specific challenges. Our custom-built solutions empower businesses to innovate, scale, and lead in the digital-first world.
What We Do?
We partner with enterprises and startups across industries to build scalable, secure, and high-performing AI and automation solutions. From strategy to deployment, we offer end-to-end services that accelerate business transformation and drive measurable outcomes.
Our Key Services
AI Product Engineering
Generative AI Solutions
Cloud AI Solutions
AI-led Digital Transformation
Custom Software Development
Why CrossML?
Lightning-fast Prototyping (Not months, but weeks)
Customer-Centric Approach
Proven Industry Experience Scalable & Secure Development
Our Approach
Our Process Discovery & Strategy: No guesswork—our meticulous research assesses the feasibility and aligns ROI with the business objective.
Co-Creation & Engineering: Our collaborative approach ensures that your vision is at the forefront of development.
Implementation & Support: From development to deployment & beyond, we provide seamless execution & ongoing support.
Continuous Optimization: We analyze performance & refine solutions to keep you ahead of the competition.
Our Mission At CrossML
At CrossML, our mission is to simplify business complexities with AI and automation. We empower organizations to transform processes, enhance efficiency, and achieve sustainable growth through innovative, data-driven solutions.
Whether you’re exploring AI for the first time or optimizing your digital ecosystem, CrossML is your trusted AI innovation partner. Together, we can accelerate innovation, intelligence, and impact, shaping the future of your business.
CrossML Pvt Ltd offers transparent pricing, with a notable project cost of £60,000 for enterprise software development. Clients appreciate their value for money, timely delivery, and strong communication, indicating overall satisfaction with the cost relative to the quality of service provided.
Many clients have chosen CrossML Pvt Ltd. based on strong recommendations and referrals, indicating a high level of client satisfaction and trust in their services and outcomes.
Occasional Project Delays
While generally efficient, some projects have experienced delays, although clients acknowledge this is common in development projects. CrossML maintains communication and transparency when such issues arise.
Expertise in Enterprise Software Development
CrossML Pvt Ltd. has demonstrated strong capabilities in developing comprehensive enterprise software systems, integrating various functions into a single platform for enhanced operational efficiency. Their work on software and website development has been well-received by clients for its thoroughness and impact.
Proactive and Efficient Project Management
Clients consistently praise CrossML Pvt Ltd.'s proactive approach to project management. They hold regular meetings, maintain clear communication, and adhere to deadlines, ensuring that projects are completed efficiently without compromising quality.
Strong Customer Service and Communication
The company is commended for its excellent customer service and communication skills. Clients appreciate their transparency, responsiveness, and the effort they put into understanding and meeting client needs, making interactions seamless.
Great Value for Money
Clients find CrossML Pvt Ltd. offers good value for money, with transparent pricing and no hidden costs. Their cost-effective solutions are appreciated, particularly when aligned with the quality of work delivered.
Custom Software Development & AI Integration for AI Platform
Featured Review
AI DevelopmentCustom Software DevelopmentGenerative AI
Amazon Application Development Framework
+8
$50,000 to $199,999
Aug. 2023 - Mar. 2025
5.0
Quality
5.0
Schedule
4.5
Cost
4.5
Willing to Refer
4.5
"They've been excellent to work with."
Apr 7, 2025
Executive, All the AI
Anonymous
Verified
Other industries
Salt Lake City, Utah
1-10 Employees
Online Review
Verified
CrossML Pvt Ltd. provided software development services for an AI platform. The team helped architect and implement the backend infrastructure, AI integrations, and deployment pipeline using Django.
The client was satisfied with the project's outcomes, measured by the completion of the app. CrossML Pvt Ltd. took time to understand the client's needs and provided updates throughout the process. The team's wide range of skill sets and AI development capabilities were key to the partnership.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am an executive at All the AI
Describe what your company does in a single sentence.
All the AI is a platform that brings together the best capabilities, models and templates for leveraging AI into one place.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire CrossML Pvt Ltd. to accomplish?
Software Development
AI Tooling
SOLUTION
How did you find CrossML Pvt Ltd.?
Upwork
Why did you select CrossML Pvt Ltd. over others?
High ratings
Pricing fit our budget
How many teammates from CrossML Pvt Ltd. were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
All the AI—a platform designed to unify the world’s best AI models, tools, and capabilities in one powerful, user-friendly ecosystem.
The system uses a modular architecture based on Django and its REST framework
Their team brought deep technical expertise, clear communication, and a strong sense of ownership to the project. They helped architect and implement the backend infrastructure, AI integrations, and deployment pipeline—ensuring the platform was scalable, secure, and production-ready.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Completion of the application (deployed and working application)
Describe their project management. Did they deliver items on time? How did they respond to your needs?
It took a little longer than anticipated, as most development projects do. That said, they have always been great in keeping a consistent line of communication.
What was your primary form of communication with CrossML Pvt Ltd.?
Virtual Meeting
What did you find most impressive or unique about this company?
Wide range of skill sets and disciplines related to AI development capabilities. Being able to brainstorm with them, work through the detailed implementation plan, discuss options and find the best tech stack that worked for my objective.
Are there any areas for improvement or something CrossML Pvt Ltd. could have done differently?
They've been excellent to work with, no complaints.
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
4.5
On time / deadlines
Cost
4.5
Value / within estimates
Willing to Refer
4.5
NPS
Web & Custom Software Development for Fire Protection Co
Custom Software DevelopmentWeb Development
$50,000 to $199,999
Jan. 2024 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"They are very detailed, know what they're doing, and have a really good value for money."
May 9, 2025
Managing Director, Infinity Fire Prevention Ltd
Manj Mahal
Verified
Other industries
England
51-200 Employees
Phone Interview
Verified
CrossML Pvt Ltd has developed an enterprise software system for a fire protection company. The team has also built the client's website and handled the design, layout, and branding.
CrossML Pvt Ltd has delivered a more efficient software system with better features and dashboards than the client's local competitors. The team has been proactive and very detailed, performing well and meeting deadlines. Moreover, the client has praised their cost for value and customer service.
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 managing director of Infinity Fire Prevention Ltd.
OPPORTUNITY / CHALLENGE
What challenge were you trying to address with CrossML Pvt Ltd?
We needed help with software and website development.
SOLUTION
What was the scope of their involvement?
CrossML Pvt Ltd has developed an enterprise software system for our company. Instead of using Excel and Microsoft packages, the software integrates everything into one platform for efficiency and better dynamics in our operations. The team is also developing our website.
They are responsible for all the design work, including the layout. The team is currently working on the branding, and we already have a logo. The team also provides maintenance and hosting services.
What is the team composition?
We mainly deal with their CEO.
How did you come to work with CrossML Pvt Ltd?
They were recommended by someone. We had a few conversations with the team, and they delivered exactly what they said they would do.
How much have you invested with them?
We've spent around £60,000.
What is the status of this engagement?
We started working together in January 2024, and the engagement is ongoing.
RESULTS & FEEDBACK
What evidence can you share that demonstrates the impact of the engagement?
The team has been proactive and performed really well. The software will be implemented in my company in the next 2–3 months.
We've compared what other companies do to what they are doing for us. We have more features, dashboards, and efficiency than all the local competitors. It's been a seamless operation.
How did CrossML Pvt Ltd perform from a project management standpoint?
The team has regular meetings, demos, and queries, and constantly meets deadlines. We communicate via email and Zoom meetings. They are very detailed, know what they're doing, and have a really good value for money. They acknowledge the cultural difference; there is a difference between them, but they try their best to be the local competitors.
Their CEO has been absolutely brilliant. He knows what he’s talking about and is a very good customer liaison. He’s available around the clock.
What did you find most impressive about them?
Their customer service and communication are impressive. It's been a seamless operation.
Are there any areas they could improve?
There's nothing they need to improve on. They’re the ones waiting for us all the time.
Do you have any advice for potential customers?
CrossML Pvt Ltd has no hidden costs, and the team is very transparent. They provide fair value for money. As long as the final scope is agreed upon, the team will deliver exactly what they say.
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
"I have already done so many times.
Custom Software Dev & Testing for Software Solutions Company
AI ConsultingApplication TestingCustom Software Development
Confidential
Aug. 2023 - Ongoing
4.5
Quality
4.5
Schedule
4.5
Cost
5.0
Willing to Refer
5.0
"The team is easy to work with and has some brilliant developers and QA."
Apr 8, 2025
Product Director, Software Solutions Company
Anonymous
Verified
Other industries
Sherwood Park, Alberta
11-50 Employees
Online Review
Verified
CrossML Pvt Ltd. has been hired to develop a new software app for a software solutions company. The team handles the entire development process, including testing, refinements, and feasibility discussions.
CrossML Pvt Ltd. has been doing a splendid job of meeting the client's needs. The team works in an organized manner, dividing the project into phases with multiple milestones. Their willingness to go the extra mile and ability to work efficiently without compromising quality have stood out.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Product Director of a software company
Describe what your company does in a single sentence.
We are a company providing software solutions for workforce travel and accommodation, giving end-to-end project control and support.
We mainly handle fly in and fly out programs and accommodation management for remote workers.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire CrossML Pvt Ltd. to accomplish?
Developing a brand new solution for our current and prospect clients
SOLUTION
How did you find CrossML Pvt Ltd.?
Referral
Why did you select CrossML Pvt Ltd. over others?
Great culture fit
Good value for cost
Company values aligned
How many teammates from CrossML Pvt Ltd. were assigned to this project?
6-10 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
We hired CrossML for development and testing of our brand new solution to replace our legacy fly in & fly out and accommodation management software suites.
Crossml is responsible for all the development and testing of the application. The teams also collaborate for requirement refinements and feasibility discussions.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
The project is developed into phased with multiple milestones in each phase.
Both the team discuss the high level scope for each milestone before adding estimated timelines.
Team is responsible for timely sprint delivery and adhering to the sprint schedule.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Crossml has always proactively handled project management on their end based on the mutual understanding of requirements and timelines. They are very efficient at timely deliveries without compromising with quality. They have always actively participated in requirement refinements session with our team and helped us with all our needs. The team also provides beneficial recommendations for improving the quality.
What was your primary form of communication with CrossML Pvt Ltd.?
In-Person Meeting
Virtual Meeting
Email or Messaging App
What did you find most impressive or unique about this company?
CrossML team is very reliable, quick and efficient. The team is easy to work with and has some brilliant developers and QA.
They always go above and beyond.
Are there any areas for improvement or something CrossML Pvt Ltd. could have done differently?
I'd just ask them to keep up the great work and i dont want them to do anything differently. It may sound biased but it is my honest opinion about them. They are a great bunch.
RATINGS
4.5
Quality
4.5
Service & Deliverables
Schedule
4.5
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
AI Chatbot Development for Diagnostic Dev & Distribution Co
AI Development
Chatbots & Conversational AI
$10,000 to $49,999
Sep. 2025 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"What stood out most was their willingness to iterate and refine rather than push a rigid solution."
Mar 3, 2026
Founder, Mother & Baby
Donal O'Douling
Medical
Ireland
11-50 Employees
Online Review
CrossML Pvt Ltd. has designed and implemented an AI-powered chatbot for a medical diagnostic development and distribution company. The team has integrated the solution into the client's Adobe Commerce platform.
CrossML Pvt Ltd.'s work has led to a 42% reduction in support tickets, a 21% improvement in cart recovery, and a 16% increase in revenue per visitor. The team has managed the project in a structured way, was responsive to feedback, and had a solid understanding of AI integration in e-commerce.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Founder of Mother & Baby
Describe what your company does in a single sentence.
Medical Diagnostic Development & Distribution
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire CrossML Pvt Ltd. to accomplish?
The primary goal was to reduce support ticket volume by automating high-frequency post-purchase queries while improving conversion through real-time shopping assistance. The project also aimed to decrease cart abandonment, increase revenue per visitor, and enhance overall customer satisfaction.
Objective was to improve operational efficiency and scalability during high-traffic periods by reducing manual workload, accelerating response times, and integrating AI seamlessly into the existing ecommerce infrastructure without major system changes.
SOLUTION
How did you find CrossML Pvt Ltd.?
Referral
Why did you select CrossML Pvt Ltd. over others?
Close to my geographic location
Pricing fit our budget
Great culture fit
Referred to me
How many teammates from CrossML Pvt Ltd. were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
The project involved the design and implementation of an AI-powered chatbot integrated into our Magento-based e-commerce platform.
The objective was to build a customer-facing assistant capable of supporting both product discovery and customer service functions, including order tracking, returns, delivery queries, and general support questions.
Scope of work included:
• Integration of the chatbot with our live product catalogue, enabling dynamic product search and SKU display • Implementation of contextual product suggestions within chat • Integration with order tracking functionality, including OTP-based verification flows • Connection to shipping APIs (An Post and UPS) where applicable • Development of escalation pathways to human customer support • Alignment of chatbot responses with site policies (returns, shipping, terms & conditions) • Implementation of privacy and compliance disclosures • Iterative refinement of user interface and experience based on real-world testing
The project required multiple review cycles, including UX adjustments (chat-first interaction, optional guidance categories), compliance refinements for health-adjacent product queries, and stabilization of tracking and escalation flows.
Deliverables included a fully integrated chatbot solution deployed within our live Magento environment, with structured fallback behaviour and contextual disclaimers to ensure responsible operation in a health-adjacent retail setting.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Key success metrics included a 42% reduction in support tickets, a 21% improvement in cart recovery, and a 16% increase in revenue per visitor. Additional indicators were faster response times, reduced manual workload, improved operational efficiency, and higher customer satisfaction scores.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
The team managed the project in a structured and iterative way. We worked through multiple review cycles, with clear checkpoints for functionality, UX refinement, and compliance considerations.
They were responsive to feedback and open to adjustments as we identified edge cases during real-world testing. In particular, they were willing to refine elements such as chat flow, product surfacing logic, escalation handling, and interface presentation based on practical usage rather than theory.
Communication was consistent, and items were delivered in phases, allowing us to test and evaluate before moving forward. Where issues arose, they addressed them methodically and worked toward resolution.
Overall, the collaboration felt engaged and adaptive rather than rigid, which was important for a project involving evolving requirements and live integration with our e-commerce platform.
What was your primary form of communication with CrossML Pvt Ltd.?
Virtual Meeting
Email or Messaging App
What did you find most impressive or unique about this company?
What stood out most was their willingness to iterate and refine rather than push a rigid solution. They were open to detailed feedback, including UX adjustments, compliance considerations, and edge-case testing, and treated those refinements as part of the process rather than resistance.
They also demonstrated a solid understanding of integrating AI functionality into a live e-commerce environment, particularly around product data, order workflows, and escalation paths. The combination of technical capability and responsiveness made the collaboration effective.
Are there any areas for improvement or something CrossML Pvt Ltd. could have done differently?
As with any technical project, there are always refinements and improvements that emerge over time. However, nothing stands out as a major concern.
The project is ongoing, and we see optimisation and iteration as part of the natural process rather than shortcomings. We look forward to continuing to refine and build on the work together as the solution evolves in the live environment.
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 Automation Services for Food Import & Distribution Co
AI DevelopmentGenerative AI
Natural Language Processing
+3
Confidential
Apr. - July 2025
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"They always kept the customer needs as the top priority, adapting to make sure they delivered the best results."
Jul 29, 2025
CEO, GM srl
Gustavo Minacci
Food & Beverage
Italy
11-50 Employees
Online Review
CrossML Pvt Ltd. was hired by a food import and distribution company to automate their logistics workflow using AI. The team worked on a computer vision process to automate boxes and labels data extraction.
Thanks to CrossML Pvt Ltd.'s work, the client saw a 50% improvement in work efficiency, a 45% increase in operational speed, and a 70-80% reduction in human errors. The team coordinated the project effectively and showed strong commitment and customer focus throughout.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the CEO of GM srl
Describe what your company does in a single sentence.
Food Import and Distribution, B2B and B2C
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire CrossML Pvt Ltd. to accomplish?
Logistics Workflow Automation through Agentic AI
SOLUTION
How did you find CrossML Pvt Ltd.?
Online Search
Why did you select CrossML Pvt Ltd. over others?
High ratings
Pricing fit our budget
Good value for cost
Company values aligned
How many teammates from CrossML Pvt Ltd. were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
To automate our Logistics workflow: The Goods Arrival Computer Vision Process is designed to automate the recognition, validation, and data extraction from goods arrival photos containing multiple boxes and labels. The system enables parallel processing of multiple photos while allowing users to progress through different workflow stages independently.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
- Improved our work effeciency by 50% - Streamlined our Logistic, Good Arrival, and Inventory Management process - 70-80% less human mistakes - Optimised speed and saved operation time by 45%
Describe their project management. Did they deliver items on time? How did they respond to your needs?
The project was effectively coordinated, with a proper phase to gather the requirements and align customer needs with the proposed solution. The project was phased to include PoC and then move into structured delivery phases to keep good alignment with expectations and delivered results. The team showed strong commitment and customer focus to solve all the business needs during the development and testing phases. I would highly reccomend working with CrossML for your successful AI adoption and transformation.
What was your primary form of communication with CrossML Pvt Ltd.?
Virtual Meeting
Email or Messaging App
What did you find most impressive or unique about this company?
They always kept the customer needs as the top priority, adapting to make sure they delivered the best results.
Are there any areas for improvement or something CrossML Pvt Ltd. could have done differently?
Nothing emerged during 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
Showing 1-5 of
5 Reviews
Our Story
CrossML is a multidisciplinary AI team building secure, scalable Agentic AI, machine learning, and automation solutions since 2019. We help organizations move from pilots to production in weeks through intelligent AI agents and data driven workflows. Serving 200+ clients across 20+ countries, we focus on measurable outcomes, customer obsession, continuous improvement, and people first innovation across logistics, retail, finance, HR, and more.
What Sets Us Apart
Production-Ready Agentic AI
We design and deploy secure Agentic AI systems that move from pilot to production in weeks. Our AI agents automate complex workflows across logistics, retail, finance, and operations while integrating seamlessly with enterprise systems
Industry-Focused AI Expertise
Our team combines AI engineering, product design, and enterprise strategy to build practical solutions for real business problems. We specialize in supply chain, retail, finance, and HR use cases with measurable ROI.
End-to-End AI Delivery
From discovery and prototyping to deployment and scaling, we manage the entire AI lifecycle. Our approach ensures secure, scalable solutions that deliver measurable efficiency, accuracy, and automation for global enterprises.
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