Agentic product intelligence for complex software

Understand your software.
See what the evidence supports.

FoundryTrace’s specialist agents reconstruct one current view of your software — its capabilities, requirements, architecture, code, data, integrations, releases, deployed reality, known gaps, and the evidence behind them — while making clear what is supported, uncertain, or in conflict.

ILLUSTRATIVE RECORD / PTR-0182EXAMPLE SNAPSHOT
PRODUCT / CUSTOMER IDENTITY SERVICE

Current product view

Current generation · evidence-bound · contradictions retained

REQUIREMENT
Staff users can administer customer access

Reconstructed from governed requirements and linked to implementation and test evidence.

CONFIRMED
DEPLOYMENT
Release 7.14 is present in production

Release artifact and deployed-runtime evidence reconcile for the current environment.

CONFIRMED
ASSURANCE
Regional recovery behavior

Declared requirement exists, but qualified runtime evidence remains incomplete.

UNKNOWN
CONFLICT
Default session duration

Product guidance and deployed configuration disagree; both sources remain visible.

REVIEW
Requirements · architecture · release · runtimeSources retained

Product model & evidence

Reconstruction becomes useful when it is qualified.

Pin the source

Reconstruct against exact source identities. The current repository path reads approved local roots and committed Git content; working-tree differences stay unqualified observations.

Keep product truth in FoundryTrace

Approved coding resources may return structured reconstruction submissions under the shared direction. FoundryTrace owns provenance, reconciliation, contradictions, uncertainty, independent assurance, and baseline establishment.

Preserve the evidence boundary

A worker summary or another product’s result does not become Product Truth by import. A qualified handoff preserves its origin and scope and does not grant authority to the receiving product.

Current readiness · October 12, 2026The internal installation and operator-connection increment is implemented and control-tested. R1 internal release remains blocked: actual authentication/current issuance and governed UI-to-agent end-to-end acceptance are incomplete. Historical qualification evidence stays distinct from current Product Truth.
I ReconstructII VerifyIII CompareIV Decide

What FoundryTrace does

Turn fragmented product knowledge into decisions leaders can use.

FoundryTrace builds a qualified product record: a current view that keeps evidence, uncertainty, disagreement, and decision context visible rather than turning them into a falsely complete answer.

UNDERSTAND

See the whole product

Bring together requirements, capabilities, business rules, interfaces, dependencies, and observed behavior so leaders and teams share a current view of what the product is meant to do and how it works.

VERIFY

Know what is live and supported

Connect builds, releases, environments, tests, architecture, data, configuration, and runtime evidence to show what is deployed, what is proven, and where the record remains incomplete.

DIRECT

Make change decisions with context

Expose impact, gaps, conflicts, modernization constraints, and decision options for reviews, diligence, migration, assurance, and product-risk work—without turning recommendations into approvals.

The product record

One product, many evidence systems.

FoundryTrace brings these records together into a qualified product view while keeping their authority, provenance, and limits clear.

01 / INTENT

Requirements & decisions

Approved intent, reconstructed requirements, acceptance criteria, architecture decisions, and unresolved conflicts about what the product should do.

Intent / authority / supersession
02 / BUILD

Implementation & interfaces

Code, APIs, UI, data, configuration, dependencies, and behavioral contracts that show how product capabilities are realized.

Code / contracts / structure
03 / VERIFY

Tests & assurance

Requirement-test traces, qualification, contract checks, architecture evidence, and findings that show what has been exercised and supported.

Tests / findings / qualification
04 / RUN

Releases & deployed reality

Builds, artifacts, releases, deployments, runtime observations, environment identity, configuration, schema, and drift.

Release / runtime / environment
05 / CHANGE

History & product evolution

Baselines, release history, change timelines, breaking-change signals, contradiction windows, and known-good states.

Timeline / delta / provenance
06 / DECIDE

Knowledge & decision context

Governed product views, unresolved gaps, modernization readiness, migration constraints, options, recommendations, and human decisions.

Gaps / options / authority

The AI product-intelligence team

Thirteen named specialists reconstruct the record—one dispatcher, no self-approval.

FoundryTrace is evidence-first, not an autonomous swarm. A single orchestrator dispatches specialists; peer dispatch and recursive spawning are not permitted, and no role qualifies its own output.

One dispatcherMeridian is the sole dispatcher. Specialists cannot dispatch each other, and no role can spawn another instance of itself.
Evidence outranks inferenceReconstruction never overrides stronger authority, and inferred contracts stay inferred until they are observed and qualified.
Read-only toward your productEvery specialist reads the inherited product. None deploys, migrates, mutates, or repairs it.
TRUTH CHAINVerity→Concord→Courier

Product Truth is bound by Verity, qualified by Concord, and only then projected by Courier — so nothing reaches a downstream consumer without passing contradiction and sufficiency review.

Meet the named specialists — 13

Stable role identities make responsibility, evidence, handoffs, and separation of duties visible.

ORCHESTRATION

Meridian

Trace Orchestrator

Coordinates read-only discovery and assurance work, orders dependencies, dispatches specialists, and advances baseline and assessment generations. Coordinates only - it cannot grant source access, mutate the inherited product, or qualify its own output.

I / RECONSTRUCT

Scout

Source Intake & Qualification

Discovers and registers repositories, databases, documents, tickets, CI/CD, artifacts, environments and runtime sources, then qualifies read-only access and freshness. Connectivity is not trust.

I / RECONSTRUCT

Rune

Repository Intelligence

Reconstructs code truth from pinned revisions: languages, modules, symbols, dependencies, ownership evidence, configuration, and code-to-test relationships.

I / RECONSTRUCT

Ledger

Database & Data Intelligence

Reconstructs schemas, migrations, relationships, data domains, access paths, and schema-to-code lineage. Read-only toward inherited databases.

I / RECONSTRUCT

Relay

API, Event & Integration Intelligence

Reconstructs API and event contracts, consumers and providers, queues and topics, integrations, and compatibility surfaces. Inferred contracts stay inferred until observed.

I / RECONSTRUCT

Vista

Experience Reconstruction

Maps routes, screens, components, navigation, states, accessibility signals, critical journeys, and UI-to-API dependencies. Observed experience is not design approval.

I / RECONSTRUCT

Scribe

Requirement & Documentation Intelligence

Reconstructs the requirement corpus from requirements, tickets, ADRs, designs, policies, tests, and observed behavior, tracking supersession and realization links.

I / RECONSTRUCT

Warden

Security & Authority Intelligence

Maps authentication, authorization, roles, privileged paths, secrets references, trust zones, data sensitivity, and isolation boundaries. Cannot waive findings or approve its own exceptions.

II / VERIFY

Anvil

Build, Test & Artifact Intelligence

Reconstructs build commands, CI, tests, coverage, dependencies, packaging, reproducibility, and artifact provenance, and leads release and build assurance.

II / VERIFY

Beacon

Runtime, Environment & Release Intelligence

Reconstructs environments, deployment topology, runtime versions, artifact bindings, config generations, release history, and recovery context. Observes and verifies; never deploys or mutates.

II / VERIFY

Verity

Provenance & Product Truth

Maintains evidence-backed Product Truth: source-versioned facts, provenance, truth states, confidence, freshness, supersession, and baseline lineage. Model summaries never become canonical truth.

III / COMPARE

Concord

Contradiction & Qualification

Detects conflicting claims, missing evidence, stale facts, and unresolved dependencies, then evaluates evidence sufficiency and issues qualification outcomes. Cannot hide contradictions behind a score.

IV / DECIDE

Courier

Qualified Handoff & Projection

Builds signed, versioned consumer projections and knowledge packages from accepted baselines. Packages accepted truth only; cannot create downstream authority.

Roster source of record: .claude/agents/manifest.yaml and Design_pack/FoundryTrace_Agent_Naming_Addendum/foundrytrace-agent-roster.csv. Role metadata describes responsibility boundaries; it does not itself grant runtime authority or source access.

Evidence & assurance

Know where the product is aligned—and where evidence says it is not.

FoundryTrace turns the qualified product record into assurance views without hiding hard mismatches, unresolved evidence, or authority boundaries.

ARCH

Architecture assurance

Compare reconstructed and expected architecture against qualified observed structure, dependencies, and topology.

API

Contract assurance

Separate declared interfaces, observed implementation, behavioral inference, and compatibility evidence.

DATA

Data assurance

Trace schemas, migrations, lineage, compatibility, and drift without treating source declarations as deployed truth.

ENV

Environment assurance

Compare desired configuration with observed deployed reality across versions, runtime, config, and schema.

MOD

Modernization readiness

Identify transformation opportunities, constraints, blockers, and unknowns while keeping recommendations separate from approval.

DEC

Guided decision workbench

Bring evidence, contradictions, recommendations, options, and human decisions together with full source-generation provenance.

Truth classification

Every conclusion carries an evidence state.

FoundryTrace prevents reconstructed, inferred, observed, approved, contradicted, and unknown states from collapsing into one undifferentiated answer.

ClassMeaningPromotion requirement
ApprovedA governed authority is entitled to state the claim within its domain.AUTHORITY + IDENTITY + CURRENTNESS
ObservedQualified evidence directly records the condition under identified scope and time.OBSERVATION + PROVENANCE
ReconstructedEvidence supports a product statement assembled from source records, but it remains derived.TRACEABLE EVIDENCE
InferredEvidence supports a conclusion that no authoritative source directly states.CONFIDENCE + CITATIONS
ContradictedMaterial sources or observations disagree and cannot be safely collapsed.NEW OR GOVERNED RESOLUTION
UnknownRequired evidence is missing, inaccessible, stale, or insufficient.NEW EVIDENCE

Provenance and generation lineage

Trace every product claim back to the evidence that earned it.

FoundryTrace records source identity, baseline, generation, time, scope, derivation, qualification, supersession, and audit receipts so a Product Truth snapshot can be inspected and reproduced.

ILLUSTRATIVE LINEAGE / PT-8841CHAIN VALID
01
Approved product intentRequirement RQ-219 / revision 6
AUTHORITY
02
Requirement realizationCode, API, data and test bindings
DERIVATION
03
Release verificationBuild, artifact and qualification receipts
VERIFICATION
04
Deployed realityRuntime, config, schema and environment observations
OBSERVED
05
Assurance decisionArchitecture / contract / data / environment assessment
ASSURANCE
Rule: downstream evidence may qualify or contradict a claim; it never rewrites the source that originated it.

Trust controls & runtime assurance

A product record must survive adverse evidence conditions.

FoundryTrace qualifies not only retrieval, but identity, provenance, contradiction handling, staleness, replay, scope isolation, reconstruction quality, release verification, runtime drift, and fail-closed assurance behavior.

Identity, scope & authority

Reject ambiguous product, tenant, source, artifact, environment, baseline, and generation identities.

Conflict and uncertainty

Preserve contradiction, partial realization, UNKNOWN, and insufficient-evidence states instead of selecting the most convenient source.

Staleness, replay & supersession

Prevent stale or replayed evidence from silently qualifying a new snapshot or runtime state.

Cross-boundary isolation

Prevent foreign product, environment, or scope evidence from influencing a Product Truth generation.

Reproducibility & convergence

Reconstruct snapshots from fixed identities and prove that completion reflects new evidence rather than label changes.

Runtime assurance & containment

Record governed assurance and containment decisions with authority checks and receipts, without changing the product record or taking autonomous action.

Emporia · 5+1 product family

Five focused products. One shared foundation.

Choose the products your organization needs. Each is independently deployable above Agentic Foundation; connections between products are optional and preserve each product’s evidence and authority.

+1

Agentic Foundation

Mandatory embedded infrastructure for production deployments: identity, scope, policy, governed execution, evidence receipts, and usage accountability. Products own the meaning and qualification of their results.

Optional organization control plane

The shared architecture provides for federation, capability discovery, organization policy, entitlements, aggregate usage, audit, and STOP. Availability follows each deployment’s qualified capabilities.

Installing a companion product does not transfer its authority or automatically create a release gate. Additional cross-product requirements must come from explicit organization policy.

About Emporia IT →

Product briefing

Discuss trusted product intelligence for a complex software estate.

Evaluate FoundryTrace against product reconstruction, assurance, modernization, migration, diligence, or runtime-governance requirements.

support@emporiait.com →