AI automation and agents
AI that checks documents, drafts messages, classifies requests and routes work, always with a person approving before anything goes out.
Practical AI, not demos
We use AI where it removes a bottleneck: a model that checks 20,000 student photos for blur and framing, a classifier that sorts citizen complaints by department, a writer that drafts outreach emails that a human then approves.
Our rule
Every AI system we build is a copilot with a mandatory human approval gate. The AI prepares, a person decides. This keeps the output trustworthy and keeps you compliant.
What we have built
- Vision quality control in a state-wide ID card pipeline
- A compliance-gated outreach pipeline (scout, copywriter, compliance check with veto)
- A multi-agent outreach system built for a global hackathon
- A routing layer that sends each task to a local model, Claude, Gemini or free tiers to cut token spend
- Rumour and sentiment monitoring for district police (in development)
Tools we use
Claude and Gemini models, local open models where data must not leave your server, n8n for workflows, Postgres with vector search for your own documents.
Tell us what your office or business needs
Send a message on WhatsApp or email. We reply within one working day, in Marathi or English, and set up a free demo link before you pay anything.