Support intelligence that learns from every interaction.

Meridian gives support agents evidence-grounded answers with full provenance tracing — and gets smarter from every resolved ticket.

Live Self-Learning Demo

Watch the system encounter a novel problem, detect the knowledge gap, generate a new article, and then retrieve it — all in real time.

Inject Synthetic Tickets

Add 6 novel "Report Export Failure" tickets to the system.

Detect Knowledge Gaps

Run gap detection — compare each ticket against the KB corpus.

Flag Emerging Issue

Cluster the gaps by category/module to detect a new pattern.

Generate KB Draft

Use the LLM to draft a new knowledge article from the first ticket.

Approve & Index

Approve the draft and add it to the retrieval index.

Verify Retrieval

Query the copilot — the new article should now appear in results.