BearScope is the live production proof. Invoice for Me is a shipped outbound-invoicing product mapped to Fibric principles. The remaining examples are reference patterns, not deployed customers or a claim that the generalized kernel is already in every request path.
BearScope is the live CX operations product for commerce teams. It brings governed conversations and calls into QA and review, runs RADAR across operational signals, and, where the connected commerce data supports it, surfaces orders at risk with evidence a person can inspect.
The shipping BearScope BFF implements the governed pattern directly today: tenant-scoped real data, grounded analysis, and explicitly wired actions. The generalized Fibric kernel remains a reference package and is not the current BearScope request path.
BearScope proves the governed product discipline in CX operations. The examples below show how the reference architecture could apply elsewhere; they are not deployed customers or generally available products.
Facilities & energy
A guest-room or campus operator that watches occupancy, energy, and the systems that run a building, then trims waste without touching comfort.
Fulfillment & inventory
A floor operator that watches orders, pick paths, and stock against what is promised, and catches a fulfillment problem while it can still be fixed.
Service & quality
A service operator that scores conversation quality and routes the work that needs a human, the lineage BearScope itself comes from, generalized.
A note on honesty. BearScope is real and running on governed tenant data. Its shipping BFF implements the pattern directly; the generalized kernel remains a reference package. Invoice for Me is also a real product, but its case study is a mapping to Fibric product principles, not proof of shared runtime infrastructure. The three patterns above are examples, not named customers or products available to buy today.
This is the reference contract Fibric is building toward. BearScope demonstrates much of the discipline through its shipping BFF today; it does not yet prove every generalized runtime primitive.
The reference architecture normalizes signals into a tenant-tagged EventEnvelope. Live BearScope handles governed inputs directly and keeps placeholder data out of real-tenant views.
The target contract separates model proposals from deterministic validation and dispatch, with idempotency controls intended to suppress duplicate effects.
Policies should veto unsupported actions before dispatch. Supported action paths should leave an attributable record; correction may require a compensating action rather than a literal undo.
The public self-service SDK is not available yet. If you are evaluating a governed operator, describe the real workflow, systems, and actions; we can assess it with you through managed early access.
Name the systems to observe, the decisions a person makes today, and the actions that would matter.
Set the tenant boundary, evidence requirements, approval points, failure behavior, and duplicate-suppression strategy before any action is wired.
Write to a human at contact. Show us the loop it senses, reasons, and acts on, and we will take it from there.
