Folium Systems

AI systems for real operations

Source-grounded RAG

Private Knowledge Assistant

Business documents, policies, and operating notes can become controlled retrieval systems with citation expectations and update rules.

Evidence shape

The story is useful because the proof leaves artifacts.

Evidence 01

Source inventory that identifies documents, owners, update cadence, sensitivity, and retirement rules.

Evidence 02

Chunk and citation map that makes retrieval structure visible before a private assistant is trusted.

Evidence 03

RAG readiness score that shows whether the knowledge base is accurate, governed, and useful enough.

Evidence 04

Answer-quality checks for grounding, omissions, stale sources, refusal behavior, and escalation needs.

Proof question

What was built

The visible screens, workflow states, buyer-facing explanation layer, and records that make the future process inspectable.

Proof question

What stayed sandboxed

The customer data, credentials, provider APIs, regulated actions, and production dependencies that stayed safely outside the proof.

Proof question

What production would require

The data plan, security review, integrations, owners, launch gates, support rhythm, and rollback path needed before real use.

Start here

Make the proof inspectable.

Folium proof stories are designed to show capability and boundaries together, so the next step can be chosen with evidence.

Folium operating standard

Proof should move like machinery, but feel human to operate.

Every Folium path points back to the same discipline: protect the business, make the work visible, give people control, and move only when the evidence is strong enough to carry the next decision.

  1. 01 Understand

    Translate pressure into one workflow the team can explain.

  2. 02 Prove

    Make the future visible before private data or dependency.

  3. 03 Control

    Define owners, permissions, runtime, evidence, and rollback.

  4. 04 Operate

    Improve the system after launch instead of leaving a fragile demo.