Custom GPTs & RAG Systems in South America
Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. Delivered to South America teams on your calendar.
Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. South American businesses scaling operations need reliable senior engineering. We deliver against fixed scope with multilingual-ready interfaces and time-zone overlap with the Americas.
'South America' is not one buyer: Brazil runs on LGPD and PIX, while Spanish-speaking markets each carry their own data-protection regime and neither language is a translation of the other. Vendors that ship one Spanish build and swap in Portuguese strings miss the payment rails and compliance layer entirely, not just the wording. 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
- LGPD-aware data architecture for Brazil-facing products
- PIX-native payment integration for Brazilian commerce
- Spanish and Portuguese as separate localization tracks, not a shared string table
- Data-protection scoping per country, confirmed at Blueprint
- Americas time-zone overlap for live collaboration
What you can expect
Questions, answered straight
Yes. Aligned to overlapping Americas working hours. Software and AI for South American operators — multilingual-ready and delivered on a committed calendar.