Tell me what you are trying to build, fix, govern, prove, or launch, and I will point you to the public Folium page that fits. It uses public routes only, so do not send private data here.
Source-grounded RAG
Private Knowledge Assistant
Business documents, policies, and operating notes can become controlled retrieval systems with citation expectations and update rules.
Review shape
The story is useful because the work leaves something people can inspect.
Signal 01
Source inventory that identifies documents, owners, update cadence, sensitivity, and retirement rules.
Signal 02
Chunk and citation map that makes retrieval structure visible before a private assistant is trusted.
Signal 03
Source-truth readiness score that shows whether the knowledge base is accurate, governed, and useful enough.
Signal 04
Answer-quality checks for grounding, omissions, stale sources, refusal behavior, and escalation needs.
Review question
What was built
The visible screens, process states, buyer-facing explanation layer, and records that make the future process easy to review.
Review question
What stayed sandboxed
The customer data, credentials, provider APIs, regulated actions, and production dependencies that stayed safely outside the sandbox.
Review question
What production would require
The data plan, security review, integrations, owners, launch requirements, support rhythm, and rollback path needed before real use.
Start here
Make the result inspectable.
Folium review stories are designed to show capability and boundaries together, so the next step can be chosen with confidence.
- 01 Scope
- 02 Build
- 03 Prove
- 04 Operate