Custom GPTs & RAG Systems in Canada
Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. Delivered to Canada teams on your calendar.
Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. Canadian businesses need software that respects privacy regulation and, often, bilingual requirements. We build to those constraints and ship against a committed window.
Canadian buyers sit under PIPEDA federally and a stricter provincial regime in Quebec (Law 25), plus language-of-commerce expectations for consumer-facing software sold there. Most vendors either ignore the provincial layer entirely or treat French as a translation pass at the end, instead of a build decision made at the start. 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
- PIPEDA and Quebec Law 25-aware data architecture
- EN/FR built into the interface layer, not translated after ship
- Canada-resident hosting where a client or sector requires it
- Interac-compatible payment integration
- Provincial health-data handling patterns, scoped per province
What you can expect
Questions, answered straight
Yes. Aligned to ET / PT working hours. Custom software and AI systems for Canadian operators — privacy-aware, bilingual-ready, and delivered on schedule.