Custom GPTs & RAG Systems in India
Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. Delivered to India teams on your calendar.
Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. Indian businesses operate at scale where automation and robust platforms compound fast. We engineer high-volume systems built to be maintained and extended.
Software built for Western transaction volumes buckles under India's scale, and a card-first payment flow is already the wrong default when UPI is the primary rail. The DPDP Act adds a data-protection layer that vendors either ignore or discover mid-build, instead of scoping it before the first sprint. That is the environment custom gpts & rag systems has to be built into, not around.
- 01Blueprint the knowledge sources, access rules, and accuracy bar.
- 02Prototype retrieval quality on real questions before scaling.
- 03Forge ingestion pipelines, vector stores, and grounded generation with citations.
- 04Harden with evals, access control, and a refresh pipeline.
- Custom GPT configuration & deployment
- RAG knowledge-base architecture
- Document ingestion pipelines
- Semantic & hybrid search
- AI over your internal data
- Vector DB setup (Pinecone, Weaviate)
- Fine-tuning & prompt engineering
- Multi-source knowledge retrieval
- UPI-native payment flows, not a card-first architecture retrofitted
- High-throughput architecture built for national-scale transaction volume
- DPDP Act-aware data handling, scoped at Blueprint
- IST-aligned delivery with real-time overlap
- Cost-efficient infrastructure architecture for margin-sensitive scale
What you can expect
Questions, answered straight
Yes. Aligned to IST working hours. Software and AI built for India's operational scale — high-volume automation and platforms that hold up under real load.