Custom GPTs & RAG Systems in GCC
Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. Delivered to GCC teams on your calendar.
Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. GCC enterprises run ambitious modernization and transformation programs on tight timelines. We bring senior engineering depth, Arabic-ready interfaces, and a commitment to ship — not to present.
Generic models don't know your policies, products, or history — and they hallucinate. Your knowledge is trapped in PDFs, wikis, and people's heads.
- 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
What you can expect
Questions, answered straight
Yes. Aligned to GST / AST working hours. Enterprise modernization and AI for the Gulf — Arabic-ready, fast-moving, and built for ambitious transformation programs.