Learning Fabric

Enterprise learning operating surface for decision memory, institutional knowledge capture, reusable patterns, and policy-linked reuse. Updated: 2026-07-19 19:05:59 UTC

Provenance: reference learning operating surface. Mission-scoped links carry selected-case context where supplied; portfolio learning totals remain non-attestation until bound to live LearningArtifact, Outcome, and approval records.

Open Decision Memory Open Policy Library Open Value Attribution
Context Build Latency SLO
< 300ms
Target Scale
100M entities
Core Engines
6 (CREST)
Feedback and Recommendation Learning Loop
Feedback capture
Approve / reject / edit
Human feedback is stored with reason, role, case, policy, and evidence references.
Recommendation quality
Accepted / overridden
Each recommendation records confidence, action taken, override reason, and outcome.
Learning approval
Owner gated
No policy, model, or memory promotion happens without business or control-owner approval.
Value learning
Before / after
Learning measures whether exception volume, effort, leakage, cash, or risk improved.
Context Studio
Registry
bp-sphere-context-registry
Finance coverage
0%
Context pack
Finance Context Pack
Path confidence
0%
Context health
AMBER
The analyst and mission surfaces should consume shared platform context, not tenant-local copies. This page is now reading shared registry, coverage, confidence, discovery, marketplace, graph path, decision catalog, event catalog, lifecycle, and Context Health contracts for the Finance slice.
Canonical Registry Context Graph Decision Records Evidence Vault ContextOps Center Context Engineering Brief
Context trust
0%
Pending 0 · stale 0
Discovery findings
0
Approved 0
Avg confidence
0%
ContextOps finance slice
{ "registry": {}, "domain": {}, "coverage": {}, "pack": {}, "path": {} }
{ "scorecard": [], "workqueue": [], "drift": [] }
Enterprise Ontology Engine
Run Context Build to load ontology summary.
Cross-domain relationships
[]
Policy catalog
[]
Enterprise Event Catalog
[]
Enterprise Decision Catalog
{ "catalog": [], "observed_patterns": [] }
Evidence contracts and replay
[]
{}
Context coverage
{}
[]
Confidence and discovery
[]
[]
Context Health
[]
{ "lifecycle_states": [], "domains": [] }
Institutional Knowledge Engine
Decision memory writeback