AI Development Services: From Use Case to Production AI
We build custom AI on your data: machine learning models, computer vision, AI agents and generative AI, integrated with the systems your team already uses.
65+ AI projects · 30+ AI specialists · Trusted by 3M, Trapeze and NVMS
ISO/IEC 27001:2022 · ISO 9001:2015 · HIPAA-compliant builds · NDA on request
Trusted by Enterprises
Custom AI development built around your business goals
Problems we solve
Our AI development services
From first call to production AI in four steps
Ways to work with our AI developers
Our AI development projects
90% Fewer Marking Errors with an AI Blueprint Classifier
- Reduced marking errors by up to 90%
- Accurate identification of blueprint regions using edge detection
- Lowered Project Completion time by 30%
- Automated labeling and coloring aligned with construction notes
40% Faster Claim Settlements with AI Medical Document Analysis
- 40% Faster Insurance Claim Settlements Processing
- Advanced document analysis to extract key insights
- Reduced human errors in medical coding by 20%
- Delivers precise code assignments with advanced NLP
95% Order Accuracy with an AI Agent for ERP Order Management
- Automated order placement and real-time tracking
- 95% order accuracy with reduced response times
- Seamless ERP integration for inventory and pricing updates
- Enhanced operational productivity across departments
60% Faster Answers with a Generative AI Medical Research Chatbot
- Reduced query response time by 60%
- Evidence-based responses supported by trusted data sources
- Summarizes lengthy and complex content into clear, actionable insights
- Streamlined information retrieval, improving decision-making
We run our own AI products in production
AI development by industry
Built with enterprise-grade security and AI safety
Why choose Markovate as your AI development company?
1. Proven Track Record
30+ AI consultants and engineers who have delivered 65+ AI projects in construction, healthcare, insurance, manufacturing and more.
2. Broad AI Expertise
Machine learning, computer vision, NLP, AI agents and generative AI, so we choose the right tool for the problem.
3. End-to-End Delivery
Strategy, data engineering, model building, integration and support from one team.
4. We Run AI in Production Ourselves
We build and operate our own AI products, so we know what it takes to keep AI accurate, fast and secure after launch.
1. Proven Track Record
30+ AI consultants and engineers who have delivered 65+ AI projects in construction, healthcare, insurance, manufacturing and more.
2. Broad AI Expertise
Machine learning, computer vision, NLP, AI agents and generative AI, so we choose the right tool for the problem.
3. End-to-End Delivery
Strategy, data engineering, model building, integration and support from one team.
4. We Run AI in Production Ourselves
We build and operate our own AI products, so we know what it takes to keep AI accurate, fast and secure after launch.
What our clients say
See how businesses are using our AI solutions to make better decisions with measurable impact.
Within 3 months of working with Markovate, we reduced manual clinical coding work by 65%. We’re pleased with the AI agents supporting our workflows.
Markovate’s AI platform helped improve our property inspection accuracy and reduce operational costs by 86%, helping us deliver a better customer experience.
Markovate’s AI Blueprint Classifier can process more than 150 drawings in a single pass, helping us prepare takeoffs and estimates faster.
Markovate helped us automate 95% of our paratransit workflows. We’ve been impressed by their team and the effectiveness of their solution.
We worked with Markovate to build a financial tool for our business and clientele. The experience and results have exceeded our expectations. Markovate's team is great to have on your side if you need an experienced technology partner.
As a retail business, finding the right technology partner was crucial. We partnered with Markovate, who expertly guided our product development from concept to launch. Their recommended innovative solutions have significantly enhanced our operations and reduced our costs.
Markovate’s legal AI assistant has reduced our argument preparation time by 78%. It supports our research and is used daily by our legal team.
Markovate built an AI workflow for investor presentations. With minor edits, we can now prepare presentations in 3 hours instead of several days.
Markovate’s AI solution helps us find information across support mailboxes and SharePoint, update FAQs, and maintain consistent customer responses. Within a few months, our overall work efficiency increased by 69%.
Markovate's AI Blueprint Classifier helped us significantly accelerate our quotations, cost estimations, and timeline planning. The automation and accuracy it brought to our blueprint analysis have been a major value-add to our pre-production process.
The AI Interview Agent has improved our hiring efficiency by 80% through natural conversations and automated scoring. Candidates can complete interviews anytime, giving our team greater screening flexibility.
DeVoice helps us manage customer support workflows and answer customer queries. Since implementation, we’ve seen a 54% increase in positive reviews.
For our live interviewing platform, we have worked with Markovate on building the infrastructure and roadmap planning. They have advised us on great solutions, and we highly recommend their team.
We worked with both Rajeev and Mansi on Hawaii Revealed app development and launch. Excellent people with a thorough understanding of their business. They are experts in providing AI solutions for scalability and product modernization.
I would recommend Markovate to businesses looking for a reliable technology partner. Their team combines strong technical skills with a deep understanding of business needs.
AI development tech stack
Rich expertise across diverse AI models
GPT-5
Claude 4 Sonnet
Claude 4 Opus
LLaMA-4
Mistral 7B
Cohere Command R+
DeepSeek-R1
Google Gemini Flash
Whisper V3
Stable Diffusion
DALL-E 3
Phi-2
About AI development services
What is your experience with projects similar to ours?
What technologies do you most commonly use with AI development services, and why?
How do you measure the success of an AI project?
What post-deployment support and maintenance do you offer?
Can you describe your development process, especially how you handle changes in project scope?
What strategies do you implement to handle the challenge of data quality and sufficiency for training AI models?
How do you ensure data security and compliance in AI projects?
What is the typical cost of custom AI development with your team?
The cost of developing a custom AI solution varies based on factors like project complexity, data requirements, and specific functionalities. Generally, we provide a detailed cost estimate after understanding your project needs and scope.
What is your typical timeline for delivering AI development projects?
Can you take our existing AI pilot to production?
Yes. We review the pilot's model, data and code, fix what blocks production, then handle integration, testing, deployment and monitoring so it runs in daily work.
Do you build AI agents and generative AI, or only machine learning models?
All three. We build classic ML and computer vision models, generative AI applications on your documents, and AI agents that run multi-step workflows across your systems.
Should we use RAG, fine-tuning or prompting?
Start with prompting when a general model already knows the task. Use RAG when answers must come from your own, changing documents. Fine-tune when the model needs your terms, format or style every time. Many production systems combine RAG with a lightly tuned model, and we test each option on your data before choosing.
Point of view
Forward Deployed Engineers: How The FDE Model Works in Enterprise AI
A team may approve an AI solution after seeing it successfully handle a few tasks. But getting that solution to work across the business is a different challenge. It needs to fit existing systems, account for how people work, and handle real documents, drawings, and...
AI in Logistics: 15 Use Cases to Know for 2027
Customers expect next-day delivery, fuel and labor costs keep rising, and one port delay can ripple through a whole network. That's why logistics teams are putting AI to work, and the spending shows it. The AI in logistics and supply chain market was worth about $20.1...
Windows and Doors Takeoff: How AI Changes the Process
A window and door takeoff starts with a drawing set, but the information needed for it rarely sits in one place. Window marks may appear on elevations, while sizes and types appear in schedules. Plans can show locations, dimensions, and other details that affect the...
CAD to BOM Matching: New CAD Files to Existing Part Library
A new customer CAD file does not always mean a new part. Manufacturers often receive CAD files for components that may already exist in their part library. The challenge is finding that connection. A new file may use a different name, contain limited metadata, or look...
Ready to build AI that works in production?
Tell us about the process, data and systems you want to improve. We will help you choose the right AI approach, scope the build and plan a clear path from proof of concept to production.
Whether you need one model or a full AI platform, our engineers have delivered 65+ AI projects across manufacturing, construction, healthcare, insurance and real estate.
Tell us about your AI project
Share your goals and we will match you with the right AI engineer.