Generative AI, machine learning,
and computer vision —
built into products people actually use.
AI that ships,
not just demos
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Where AI projects
actually break
Most AI projects don't fail at the idea stage.
They fail after — when real data hits the model
and nobody planned for what comes next.
Your data isn't ready — and no one told you
It's messy, scattered across systems, or missing labels entirely. That's where most projects quietly stall.
The proof of concept never became a product
A slick demo is easy. A model that holds up on live inputs, at scale, under real load — that's the hard part most teams skip.
It shipped, then slowly stopped working
Models drift as the world changes. Without monitoring and retraining, accuracy fades and no one notices until it's a problem.
AI and ML services
we cover
Generative AI & LLMs
LLM-powered assistants, RAG systems, and content generation built on your data.
Conversational AI & NLP
Chatbots, enterprise search, and document processing that truly understand language.
Predictive ML & Data
Forecasting, recommendations, and anomaly detection that turn your data into decisions.
MLOps & Deployment
Pipelines, monitoring, and retraining that keep models working after launch.
AI Integration & Consulting
Not sure where AI fits? We help you scope what's realistic and build it into your product.
From proof of concept
to production
No six-month bets on faith. We prove value early, then scale what works — so you're never funding a black box.
Platforms
& tools
What we build
with AI
LLM-powered assistants that answer from your data, handle support, and actually understand follow-up questions.
Extract, classify, and summarize contracts, invoices, and forms — turning piles of paperwork into structured data.
Personalized product, content, and search results that adapt to how each user actually behaves.
Models that see demand, churn, or risk coming — so decisions get made on data, not gut feel.
Ask a question in plain language, get the right answer from thousands of internal documents.
Why Vilmate
Selected work
A few AI projects that made it past the demo and into production.
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Questions clients ask
before they start
Let's build AI
that ships
Pick a time that works for you.
Worth the read
“Internal stakeholders are pleased with Vilmate’s technical abilities, work ethic, and professional attitude. They’ve had the necessary expertise to successfully implement our vision in terms of time, budget, and risk management.
They were able to stay in sync with all the changes, could effectively integrate with our team, and were dedicated to carrying out their duties to the best of their ability.”