What you get
Delivered, not promised.
- Answers from your documents, not from the open internet
- Source link on every answer so staff can verify it in one click
- Eval harness proving accuracy before and after every change
- Retrieval and prompt docs you can maintain in-house
How it runs
4 steps from kickoff to handover.
- 01
Knowledge audit
Week 1Document inventory, access rules and the question set the system must answer.
- 02
Ingestion & retrieval
Weeks 2–4Chunking, embeddings and vector search built and tuned on your content.
- 03
Evals & guardrails
Weeks 5–7Automated scoring, refusal rules and human-in-the-loop fallbacks.
- 04
Production & handover
Weeks 8–10Web and WhatsApp channels live, admin panel training, docs transferred.
How we work
Audit first. Then pilot, build, care.
Audit
AI Readiness or Cloud Audit first. Fixed scope before you pay.
Pilot
WhatsApp AI pilot, RAG starter, or landing page. Real users, real feedback.
Build
Fixed-scope build with staging link. You own logins and code from day one.
Care
Updates, backups, monitoring and small changes. No lock-in.
FAQ
Questions clients ask first
A generic model does not know your prices, policies or catalog. RAG retrieves the right passages from your documents first, so answers are grounded in your business and can cite the source.
Other capabilities
All servicesBusiness Websites & Portals
Multi-page sites, landing pages and client portals — CMS login, analytics access and a handover walkthrough included.
Read moreCustom Software & Dashboards
Internal tools, dashboards and APIs that replace spreadsheets. Scoped, tested and documented — you own the repo and logins.
Read moreCloud & DevOps
Audit-first migration to AWS or GCP with cost guardrails — infrastructure as code, runbooks and CI/CD handed over.
Read moreReady to scope custom ai & rag solutions?
Start with a free AI Readiness check or Cloud Audit (adjusted in migration). Fixed scope, no hourly meter.
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