Technical diligence route

Inspect the foundation—not only the presentation.

See what is implemented, how evidence becomes governed workflow state, where interpretation is constrained, and which claims remain provisional or outside current scope.

Reference architecture

See the whole system before inspecting its parts.

The architecture separates source intake, governed meaning, and decision outputs. The diagram is a reference model; current implementation status remains bounded by the scope matrix.

AIWI reference architecture with ingestion and normalization, semantic and governance core, and decision and evaluation output bands. Open the architecture with a plain-language walkthrough.
1 · Ingestion and normalization

Accept source evidence without allowing a telemetry vendor or model provider to define Epistema’s meaning.

2 · Semantic and governance core

Promote evidence conservatively through an explicit interpretation boundary into governed workflow state.

3 · Decision and evaluation outputs

Keep commitment records, QTF and PEI readouts, and the Workflow Value Ledger distinct but connected.

Walk through the architecture

Epistemic firewall

Evidence does not become meaning by accident.

Provider vocabulary, eval scores, and telemetry remain source evidence until an explicit interpretation step promotes them into typed workflow semantics. Representation remains downstream.

01Evidence

Traces, records, artifacts, scores, corrections, costs, and source provenance.

02Interpretation

Conservative promotion, role assignment, withholding, and explicit uncertainty.

03Semantic State

Typed workflow states, transitions, constraints, commitments, and resolutions.

04Representation

Workflow Value Ledgers, queries, reports, consoles, diagrams, and readouts.

Current status

Bounded implementation, explicit exclusions.

The public proof is designed to make maturity inspectable. “Implemented” means a bounded, test-backed slice—not a production claim.

Implemented · bounded

Import Evidence

Local JSON and CSV submissions support deterministic validation, conservative classification, evidence-window summaries, and a ledger preview.

Open the first-run path →
Implemented · bounded

Workflow Value Ledger v0.2

A pure-function layer derives commitment status, evidence-qualified value signals, explicit optional-input states, and a recommended next action.

Open the illustrative readout →
Implemented · bounded

Reference Path

Work-item, Opik, and OTel-shaped fixtures pass through one structured report contour while retaining source-specific evidence.

See the bounded review motion →
Implemented · bounded

MCP scaffolds

Local contracts, stdio compatibility, persistence, validation, error envelopes, and governed readouts exist. This is not a production MCP service.

Request controlled MCP diligence →
Provisional overlay

QTF and PEI

Evaluation readouts remain subordinate to the semantic boundary. They do not define source truth or silently become semantic state.

See their architectural role →
Not implemented

Enterprise platform controls

Production UI, live adapter registry, authentication, tenant routing, deployment, scaling, and enterprise policy enforcement remain outside the current implementation.

Request the controlled scope record →

Data and trust boundary

Customer-approved evidence enters. Human authority remains outside the model.

Epistema does not require unrestricted raw enterprise data. Evidence may arrive through structured files, approved exports, redacted summaries, source references, or bounded adapters.

Customer and steward responsibilities

  • Lawful collection, classification, consent, and permitted use
  • Source-system access, minimization, redaction, and retention
  • Applicable privacy, security, compliance, and governance rules
  • Final authority over organizational commitment

Epistema responsibilities

  • Operate on authorized submitted or connected evidence
  • Preserve provenance, gaps, withholding, and uncertainty
  • Keep provider metadata from silently defining meaning
  • Respect agreed handling boundaries in an implemented deployment

Current limitation: production identity, access management, tenant isolation, deployment security, and policy enforcement are implementation responsibilities, not features of the current bounded prototype.

Proof trail

Different claims require different proof.

Architecture, fixtures, demonstrations, regressions, and milestones are kept distinct. A polished demo does not stand in for executable evidence.

Reference architecture

Implementation-facing system truth for ingestion, governance semantics, evaluation, and ledger output.

Open architecture →

Governance console

A static bounded demo of ready, constrained, blocked, and missing-evidence states.

Open console →

Full resource index

Technical, strategic, pilot, research, and reference materials grouped by purpose.

Open resources →