AI engineering lab

Serious AI for sensitive work.

We set up private AI infrastructure that keeps your data in-house, train expert models for your domain, and curate the data that frontier models learn from.

Book a consultation What we do
YOUR PREMISES Agents & apps YOUR WORKFLOWS Expert models TUNED TO YOUR DOMAIN Private compute ON-PREM · AIR-GAPPED
Your data stays putOn-premise and private-cloud deployments
Models that know your fieldTrained for one job, done well
Human-curated dataFor leading LLM providers
Engineers, not salespeoplePlain answers on what AI can and can't do
What we do

Four ways we put AI to work.

From the server rack to the training set, we handle the parts of AI that need careful engineering.

YOUR NETWORK
01 Your data never leaves

Private AI infrastructure

We help companies run capable AI models on their own hardware, so sensitive data never has to leave the building.

  • On-prem & air-gapped
  • Chat over your docs
  • Access control & audit logs
Explore Private AI
car● LIVE · DRONE
02 Built for one job

Custom expert models

We train domain-specific models that beat general-purpose AI at one job, like our vision models for object identification and target tracking.

  • Object identification
  • Moving-target tracking
  • Runs on your hardware
Explore custom models
MODEL
03 Quality-checked data

LLM training data

We curate, annotate and quality-check training data, and work with world-leading LLM providers to make their models better.

  • Curation & cleaning
  • Instruction & preference data
  • Evaluation sets
Explore data curation
ai-doer$ai-doer "fix the login bug"→ planning changes…✓auth/session.ts✓tests/auth.test.ts
04 Sister concern

AI-Doer coding assistant

Our agentic coding assistant plans, writes and edits code with you, built by our sister concern AI-Doer.

  • Web, CLI & VS Code
  • Bengali & English
  • Agentic coding
Visit ai-doer.com
From traditional to AI

Your software works. AI makes it smarter.

Most companies don't need to throw away their systems. We connect AI to the databases, documents and tools you already have, running on your own servers.

Rows of old beige office computers with CRT monitors
Before

Legacy systems

Old software and databases that only a few people know how to search.

Tall stacks of paper files in an office
Before

Paper and manual work

Documents typed in, filed and looked up by hand.

Server racks with glowing lights and amber network cables
After

Private AI on your servers

Ask questions in plain language, extract data from documents automatically, and keep everything in-house.

How we bring AI to existing systems
Built in our lab

Vision models that see and follow.

We've built two expert vision models in-house. They show what a narrowly trained model can do that a general one can't.

  • Object identification: recognises and labels objects across the camera's field of view.
  • Moving-target tracking: locks onto any moving object and follows it for continuous monitoring.
See how we build models
LIVE · DRONE 017 OBJECTS · 1 TRACKcarcarcarcarcarvanTRACK 03

Illustrative detection overlay on drone footage

How we work

Clear steps, no surprises.

Assess

We look at your data, your constraints and the outcome you need, and tell you plainly whether AI is the right tool.

Design

We choose the hardware, the models and the security boundaries, and write it all down before anything gets built.

Build & train

We deploy infrastructure, fine-tune or train models, and test them against your real cases.

Hand over

You get documentation and training for your team, plus ongoing support if you want it.

Sister concern

Meet AI-Doer.

AI-Doer is our agentic coding assistant. It plans, writes and edits code with you, from the web editor, the CLI or the VS Code extension. It speaks Bengali and English.

Visit ai-doer.com ↗

Have sensitive data and a hard problem?

Tell us what you're working with. We'll give you an honest view of what's possible and what it takes.

Book a consultation Partner on data