Turn business evidence into findings, priorities, and action.

Client Onboarding & Scope: Business objectives, evidence sources, deliverables, retention, exclusions, owners, and human approval points are recorded before work begins.

Secure Engagement Workspace: Each approved engagement receives a unique isolation and chain-of-custody boundary without enabling credentials, uploads, execution, or external connections.

Universal Intake: Registered adapters accept approved evidence units through read-only, source-specific contracts.

Validation, Quarantine & Trust Scoring: Evidence remains isolated until extension, type, signature, hash, source, malware-attestation, extraction-bound, score, and human release controls are satisfied.

Evidence Extraction & Normalization: Only released evidence may enter policy-bound structured extraction and normalization with trust state, source lineage, and release authority preserved.

Classification & Findings: Released normalized observations become structured findings with deterministic category, severity, confidence, and evidence lineage.

Recommendation Generation: Accepted findings map to catalog-driven mortgage, title, financial services, audit, compliance, risk, and cybersecurity guidance with explainable priority and preserved source lineage.

Remediation Planning & Execution Governance: Ready recommendations become sequenced plans with role-based ownership, dependencies, separate execution approvals, completion-evidence requirements, risk decisions, and verification-readiness gates.

Independent Verification & Governed Closure: Trusted completion evidence, control re-tests, regression checks, evidence re-collection, confidence, exceptions, escalation, closure, and reopening receive explicit independent decisions.

Executive Reporting & Client Delivery: Leadership receives approved, hash-addressed package manifests that preserve limitations, open findings, exceptions, lineage, and delivery authority.

Phase A — Universal Intake Foundation: Introduces source-neutral adapter contracts and a normalized evidence object so GitHub, documents, exported records, loan files, title files, and compliance artifacts can enter one governed downstream workflow.

Phase B — Controlled Evidence Validation & Quarantine: Creates a deterministic trust boundary with quarantine states, validation attestations, explainable trust scoring, human release authority, and hash-chained decision records before content normalization.

Phase C — Evidence Classification & Findings Engine: Converts released normalized observations into structured findings with fixed categories, impact-and-likelihood severity, explainable confidence, preserved evidence references, and audit-ready decisions.

Phase D — Evidence Extraction & Normalization Engine: Adds evidence-type policies, bounded structured-record normalization, complete trust lineage, Phase C handoff, and hash-chained extraction decisions without executing files, macros, formulas, OCR, or external calls.

Phase E — Governed Client Onboarding, Secure Workspace & Delivery Engine: Adds approved engagement scope, per-engagement isolation records, metadata-only submission custody, released-evidence admission, human assessment authorization, and deterministic client delivery package manifests.

Phase F — Recommendation Generation Engine: Maps governed findings to deterministic, industry-specific recommendations with explainable priority, complete evidence traceability, guarded lifecycle states, and hash-chained audit events.

Phase G — Remediation Planning & Execution Governance Engine: Converts ready recommendations into deterministic plans with role-based ownership, priority, task sequencing, dependencies, separate approval gates, risk acceptance, completion evidence, verification readiness, and hash-chained audit events.

Phase H — Verification & Closure Governance Engine: Evaluates trusted completion evidence, control re-tests, regression checks, evidence re-collection, confidence, bounded exceptions, escalation, closure, reopening, and client-delivery readiness through independent human governance.

Phase I — Executive Intelligence & Reporting Engine: Freezes validated Phase A-H state into an immutable Executive Assessment Snapshot, then produces deterministic reports, registers, dashboard data, evidence manifests, and human-approved delivery packages.

Phase 3C.10C — Live Client Validation Infrastructure: Establishes a controlled validation framework for demonstrating client delivery readiness without exposing client systems or information.

Phase 3C.10D — Repository Onboarding Controls: Defines the approval, ownership, scope, and audit controls required before a client repository can enter an onboarding process.

Phase 3C.10E — Controlled Repository Access Workflow: Applies explicit approval gates and least-privilege boundaries so repository access decisions remain governed and auditable.

Phase 3C.10F — Repository Access Decision Simulator: Tests approval, denial, expiration, revocation, and cleanup decisions through deterministic scenarios before operational use.

Phase 3C.10G — Workspace Isolation Architecture: Separates each client engagement within a governed workspace lifecycle designed for containment, retention control, and verified cleanup.

Phase 3C.10H — Repository Intake Approval Orchestration: Coordinates intake validation, risk review, and human approval while keeping onboarding distinct from repository access or analysis.

Phase 3C.10I — Repository Onboarding Execution Governance: Defines auditable readiness, authorization, failure, and rollback checkpoints before any future onboarding activity is considered.

Phase 3C.10J — Repository Intake Security Architecture: Adds risk classification, quarantine, evidence integrity, and incident controls for a zero-trust approach to potentially hostile repositories.

Phase 3C.10K — GitHub Trust Boundary Architecture: Separates service identities, permissions, approvals, and revocation responsibilities to preserve least privilege and segregation of duties.

Phase 3C.10L — GitHub Enrollment Governance Architecture: Governs invitation, credential-class, enrollment, expiration, and revocation decisions through independent approvals and traceable evidence.

Phase 3C.10M — Repository Assessment Execution Architecture: Defines the governed path from approved enrollment to assessment completion with read-only posture, evidence traceability, and completion controls.

Phase 3C.10N — Evidence Collection Architecture: Catalogs, normalizes, validates, and preserves assessment evidence so scores and recommendations remain traceable and audit-ready.

Phase 3C.10O — Finding Classification Architecture: Governs severity, confidence, deduplication, and evidence traceability so findings remain consistent, explainable, and review-ready.

Phase 3C.10P — Recommendation Generation Architecture: Transforms classified findings into governed recommendations through deterministic prioritization, evidence traceability, review controls, approval workflows, and audit-ready decision records.

Phase 3C.10Q — Remediation Planning Architecture: Converts approved recommendations into governed remediation plans with risk-based prioritization, accountable ownership, dependency controls, approval gates, and auditable completion criteria.

Phase 3C.10R — Remediation Execution Governance Architecture: Defines how approved remediation plans enter separately authorized, change-controlled execution with deterministic lineage, independent verification, rollback governance, and auditable closure.

Phase 3C.10S — Remediation Verification & Closure Governance Architecture: Governs independent verification, regression validation, finding closure, bounded exceptions, escalation, reopening, and complete audit lineage after remediation execution.

Phase 3C.11 — Executive Assessment & Client Delivery Architecture: Translates governed evidence, findings, recommendations, remediation, verification, and closure records into executive assessment reports, findings registers, advisory roadmaps, and controlled client delivery packages.

Phase 3C.12 — Controlled Pilot Execution: Demonstrates the governed assessment lifecycle against a separate controlled test repository, producing 11 pilot artifacts, five findings, and governed remediation records with GitHub Actions validation.

Phase 3C.12A — Pilot Closure & Client Delivery: Completes pilot verification and finding closure, then assembles the executive assessment report and controlled client delivery package with end-to-end traceability.

Foundation: Preserves engineering decisions, evidence, recommendations, and historical context over time.

Intelligence: Coordinates repository intelligence, trends, predictions, recommendations, and agent context into one reviewable output.

Prediction: Maintains a current model of repository state, history, architecture drift, and advisory simulations.

Reasoning: Connects repository intelligence, digital twin state, agent outputs, and institutional memory into a shared reasoning model.