AI & automation
AI that does a specific job, measurably
We build AI systems in oncology and public safety, where a confidently wrong answer has consequences. That discipline is what we bring to a support inbox or a document pipeline: narrow scope, measured accuracy, a human in the loop where it matters.
What you get
Delivered, not promised
- One workflow picked because it is expensive in hours, not because it demos well
- Retrieval over your own documents, with citations back to the source
- Accuracy measured against a test set before it touches a real customer
- Escalation to a human on low confidence, by design
- WhatsApp, email, CRM and phone integration
- Running-cost projection so the token bill is not a surprise
Stack
Boring on purpose
Models
Claude, GPT, Open-weight
Retrieval
pgvector, Qdrant, Hybrid search
Orchestration
LangGraph, Temporal
Channels
WhatsApp API, Slack, Voice
Outcomes
Cities
AI agents & automation across Maharashtra
Bengaluru
AI agents & automation for Bengaluru businesses. From ₹3 L.
Nashik
AI agents & automation for Nashik businesses. From ₹3 L.
Mumbai
AI agents & automation for Mumbai businesses. From ₹3 L.
Pune
AI agents & automation for Pune businesses. From ₹3 L.
Nagpur
AI agents & automation for Nagpur businesses. From ₹3 L.
Chhatrapati Sambhajinagar
AI agents & automation for Chhatrapati Sambhajinagar businesses. From ₹3 L.
FAQ
Questions worth answering before a call
Will this replace my staff?
On the work we take on, no. It removes the repetitive part (the same forty questions, the same data entry) so your team spends time on the cases that need judgement. The projects that go badly are the ones that started by trying to remove the human entirely.
What about our confidential data?
We use enterprise API tiers where your data is not used for training, and for sensitive work we can run open-weight models on infrastructure you control. Which route makes sense depends on your data, and we work that out before writing code.
How do I know it is not making things up?
Because we test it before you trust it. We build an evaluation set from your real cases, measure accuracy on it, and show you the number. Answers cite the source document, and anything below the confidence threshold goes to a person instead of guessing.
Start
Send the brief. We will reply with a number.
No discovery theatre. If we cannot do the work, we will say so in the first reply.