Generative AI and LLM solutions
Retrieval-augmented assistants, agents and copilots grounded in your own data, with evaluation, guardrails and cost controls built in from day one.
Applied AI and data engineering for the enterprise
Turn enterprise data into AI that works in production.
Datamat Inc. designs, builds and runs the data platforms, machine learning systems and generative AI applications that enterprises depend on. We start from the foundation, your data, and deliver AI that is secure, measurable and ready for real workloads.
Services
Every layer of the AI stack, engineered as one platform.
Machine learning engineering
Predictive and classification models designed around a business decision, trained on reliable features and shipped as maintainable services.
Data engineering and platforms
Modern lakehouse and warehouse architectures, tested pipelines and semantic layers that give analytics and AI a single trusted foundation.
Cloud modernization
Migration of legacy databases, ETL and applications to the cloud, re-architected for scale, security and predictable spend.
MLOps and AI operations
Automated deployment, monitoring, drift detection and retraining, so models and LLM applications stay accurate long after launch.
Data governance and responsible AI
Access policies, lineage, privacy controls and model risk practices that let you adopt AI with confidence and stay audit ready.
Solutions
Proven patterns for the problems enterprises bring us.
Each solution combines our services into a delivery pattern we can tailor to your data, systems and constraints.
Intelligent document processing
Extract, classify and validate data from contracts, invoices and forms at scale.
Enterprise knowledge assistants
Secure, permission-aware answers from policies, wikis, tickets and documents.
Forecasting and demand planning
Models that anticipate demand, capacity and risk, tied into planning workflows.
Customer analytics
Unified customer data for segmentation, churn prediction and next best action.
Process automation
AI-assisted workflows that remove manual handoffs while keeping people in control.
Legacy data modernization
Move aging warehouses and ETL to a cloud platform without disrupting the business.
Approach
Four stages, built layer on layer.
Each stage ends with something you can see and use, so value arrives early and risk stays low.
01Discover
We map business goals, data sources and constraints, then agree on the use cases with the clearest path to value.
02Design
We define the architecture, success metrics, security model and delivery plan before any code is written.
03Build
We deliver in short, demonstrable increments with automated testing, documentation and your team alongside ours.
04Operate
We monitor, tune and improve what we build, or hand it over cleanly with the runbooks and training to own it.
About
A data services firm built for the AI era.
Datamat Inc. is an engineering company focused entirely on applied AI, machine learning and cloud data modernization. We work with technology and data leaders who need more than a proof of concept: systems that are secure, governed and dependable at enterprise scale.
Our name says where we start. The mat is the foundation layer, the data, and everything we build rests on getting it right.
Outcome first
We start from the business result and measure our work against it.
Production ready
Security, testing and observability are part of the build, not an afterthought.
Platform neutral
We recommend the cloud, models and tools that fit your needs, not ours.
Transparent
Clear scope, honest estimates and documentation you can rely on.
Contact
Have a data or AI initiative in mind? Let's talk.
Tell us what you are working on. We will reply to discuss your goals and next steps.
info@datamatinc.com