My activity
Your recent changes across the ontology, grouped by category.
Data sources
Connect SharePoint / cloud / directory paths or upload files — the agent mines their fields bottom-up.
New topic
Connect a source
Connected sources shared across every user
Ontology
Add rule free-form — type the rule in plain language
The agent auto-detects which terms a rule applies to from the text.
Search & filter rules
Filter & search
Modify rule
Changes commit to the shared ontology with your user id and timestamp.
Commit pending changes
Pending rules
Pending terms
Full audit trail who changed what — one source of truth
Terms
Results
Run the pipeline over your sources + ontology, then export.
Processing stages every stage, visualised
Confidence distribution reconciled claims by confidence
Sample lineage filter & export the reconciled claims
Filter & search
| Claim | Source | Ontology term | Confidence | Status |
|---|
Agent suggestions
The agent reconciles source fields against the ontology and learns from your feedback.
Agent weights (self-improving)
Filter & search
Self-evolving ontology
Learns from the documents in the AIR repository and the questions people ask. A change is committed only when it scores better than the version in force, and only after you approve it.
1Observe the real workFields extracted from AI-ready documents, amendments, and answers confirmed in the AIR Playground.
2Propose one edit per signalAdd a term, map a field, add a synonym, relationship or rule, or deprecate a term. Each edit comes with its evidence.
3Score it against v–Scored on the same held-out documents and questions, with the same retrieval budget. It must win by τ and make nothing worse.
4You approveEach approval creates a new version with a Witness receipt, which you can compare and roll back.
Fields the ontology does not name yet
| Field | Documents | Document types |
|---|
Terms touched by amendments
Rule checks on live values
| Rule | Checked | Violations |
|---|
Validation questions — the held-out work every candidate is scored on
Answers marked Correct in the AIR Playground appear here automatically. You can also add a question and point to the document (and location) that answers it.
| Question | Answered by | Source |
|---|
Settings
Relationships
| From | Type | To | Support |
|---|
Rounds
| # | When | On | Score | Proposed | Passed | Failed |
|---|
Versions
A copy of every version of this topic is kept. Compare any two versions, or restore an earlier one as a new version — history is never overwritten.
| Version | When | By | What changed | Witness receipt |
|---|