AI & ML Solutions.
AI features embedded in real products — not demos. LLM integrations, fine-tuning, classification pipelines, and the ML Ops to keep them honest in production. We shipped shot-by-shot video classification for grassroots cricket before it was fashionable.
You know AI belongs in your product — just not what it should do yet.
The demo impressed everyone; production is another story.
Your data could answer questions nobody has time to ask.
LLM features in your product
Search, summarisation, drafting, extraction — embedded where users already work.
RAG & knowledge systems
Your documents, answerable — retrieval grounded in your own data.
Classification & vision
Tagging and video/image analysis pipelines — like shot-by-shot classification in AthMech.
Chat & support automation
Assistants that resolve the routine questions and hand off the rest.
Document processing
Invoices, forms, and PDFs parsed into structured data.
ML Ops & evaluation
Eval sets and monitoring that keep AI features honest in production.
The repository
Clean, documented code — yours from day one, full commit history included.
CI/CD pipeline
Automated build, test, and deploy. Shipping doesn't depend on us.
Documentation
Architecture notes, runbooks, and onboarding docs for whoever comes next.
Handover & support
A working session with your team — then we stay reachable after launch.
Every engagement runs the same five-step process — discovery to post-launch support. See how we work.