A metric before we build
Every engagement has a success metric and an evaluation set agreed in writing before any build starts.
AI built for the way your industry works.
Every sector in India has its own forms, its own regulator and its own way of getting things done. We start there, not with a model.
Why industry matters
A collections call in Pune is not a support chat in Bengaluru. An IRDAI claim file is not a GST return. The model is often the easy part. The hard part is the workflow around it: who checks the output, which system it writes to, what the regulator expects, and what happens when the AI is not sure.
So we focus. We work in four sectors where we understand the documents, the systems and the rules well enough to build something that runs on Monday morning.
- The documents your teams handle every day
- The systems you already run: core banking, HIS and LIS, Tally, SAP, Zoho, Salesforce, WhatsApp
- The rules you answer to: RBI, IRDAI, SEBI, the DPDP Act, clinical responsibility
- The languages your customers and staff actually use
Our four focus sectors
Financial servicesNBFCs, insurers, brokers, fintechs and co-operative banks. Collections in Indian languages, KYC and loan documents, claims, and support that knows the RBI and IRDAI rules.AI for financial services HealthcareHospital chains, diagnostics and clinics. Insurance pre-authorisation, report-status queries on WhatsApp, discharge summaries drafted for a doctor to approve, and appointment calls.AI for healthcare Retail and D2CConsumer brands and retailers. WhatsApp commerce, cash-on-delivery confirmation, returns and RTO, marketplace and GST reconciliation, and questions leaders can ask of their own sales data.AI for retail and D2C Manufacturing and logisticsPlants, distributors and logistics operators. SOP assistants for the shop floor in Hindi and other languages, vendor invoices into SAP or Tally, quality reports, dispatch and e-way bill checks.AI for manufacturing and logistics
Other sectors we work with
We also take on selected work in education, real estate and professional services, including CA and legal firms. If your problem is a document, a queue of calls or a back-office task, the method is the same. Tell us about it →
What stays the same in every sector
Your environment, Indian regions
We deploy in your cloud account or on your premises, in Indian cloud regions by default. Your data is never used to train models.
Discover → Prove → Build → Run
A short sprint, a fixed-price pilot on real data, a production build, then a managed retainer that keeps quality measured every week.
Tell us about one workflow that costs you too much time.
Thirty minutes with a founder. Within three working days you get a one-page note on whether AI is the right tool, and what we would do next.