Full Product Life Cycle (FPLC)
AI-native PLM orchestration platform with Financial Lifecycle Intelligence, defense-grade compliance, and 22-agent reasoning across discovery, development, operate, and sustain
Overview
Full Product Life Cycle (FPLC) is an AI-native PLM orchestration platform that manages the entire journey from product idea through sustainment — with Financial Lifecycle Intelligence, defense-grade continuous ATO, and a 22-agent reasoning runtime spanning discovery, development, operate, and sustain phases. It serves defense contractors, aerospace OEMs, and government program offices who need authoritative lifecycle governance, ITAR/CMMC compliance, requirements traceability from spec to test, and real-time financial visibility — all on a single platform that integrates with existing PLM toolchains via MCP connectors.
Why Full Product Life Cycle
Executive View
FPLC gives program offices continuous, authoritative visibility across the full portfolio. The Financial Lifecycle Intelligence engine (INT-02) delivers predictive cost forecasting, what-if scenario analysis, and portfolio optimization across every product simultaneously. Continuous ATO (INT-07) keeps your CMMC L2 posture current with automatic evidence collection, automated ITAR classification, and audit packages that assemble on demand.…
Technical Architecture
FPLC runs on a FastAPI + React stack with 26 PostgreSQL-backed bounded contexts, 82 frontend pages, and 49+ Playwright E2E specs, deployed via Docker Compose with deterministic port allocation. The agent orchestration runtime (BC-03) provides pause/resume/cancel lifecycle, HITL approve/reject endpoints, server-sent event streaming, and guardrail evaluation — all backed by sf_shared's LLM factory and ProfileAwareTask patterns. The Digital Thread Backbone (INT-04) exposes an MCP connector framework for bidirectional sync with Teamcenter, SAP, and Jira, with eBOM→mBOM transformation and conflict resolution.…
User Experience
Program managers see every product's lifecycle phase, gate status, and financial position on a single executive dashboard. Engineers raise change requests, track impact assessments, and get AI-drafted design guidance — the PM/PgM Agentic Copilot (INT-03) answers natural-language questions about product status and generates gate-review packages with recommendations. Sustainability engineers score material environmental impact, generate EU Digital Product Passports, and view triple-bottom-line dashboards without leaving the platform.…
Available Now — 21 Capabilities
Product Lifecycle Management & Phase Gates
🟩 DeliveredCAP-001 · 6 use cases
BC-01 Lifecycle Management is the platform foundation context. Backend delivers full lifecycle state machine, product CRUD, phase transitions, gate decisions, executive dashboard summaries, and SoS parent/child relationships. Frontend has HomePage, ProductListPage, ProductDetailPage, ExecutiveDashboard, PortfolioDashboard.
Product Catalog, BOM & Baseline Management
🟩 DeliveredCAP-002 · 6 use cases
BC-02 Product Catalog fully implemented backend with type taxonomy, product definitions, baselines with diff + approval, hierarchical BOM. Ingestion pipeline handles uploads.
Agent Orchestration Runtime & HITL Governance
🟩 DeliveredCAP-003 · 6 use cases
BC-03 Agent Orchestration delivers preset invocation, run lifecycle (pause/resume/cancel), task graph, server-sent stream, guardrails, and HITL approve/reject endpoints. AgentMonitorPage shows active runs; AgentConsolePage (WGC-AGENT-CONSOLE) provides AGENT role automation surface. Memory subsystem (Neo4j + MongoDB) remains provisioning gap per DEF-01.
AI-Powered Requirements Traceability Engine
🟩 DeliveredCAP-004 · 6 use cases
BC-10 extension implements NLP-driven trace link discovery, bi-directional impact analysis, gap detection, and CMMC/NIST compliance trace mapping. INT-01 validation report verdict GO. Richest E2E coverage on the platform.
Financial Lifecycle Intelligence (FLI)
🟩 DeliveredCAP-005 · 6 use cases
BC-04 Financial Intelligence extended with 6 new ORM models, 14 endpoints, 4 frontend pages. INT-02 validation report verdict GO with no P0/P1 defects.
PM/PgM Agentic Copilot
🟩 DeliveredCAP-006 · 6 use cases
Conversational product intelligence via copilot_router. INT-03 validation report verdict GO with all P0-P3 defects resolved.
Digital Thread Backbone & MCP Connectors
🟩 DeliveredCAP-007 · 5 use cases
MCP connector framework, bidirectional sync engine, eBOM-to-mBOM transformation (JSONB per ADR-INT04-003), federated search. INT-04 validation report verdict GO.
Sustainability & Environmental Impact Intelligence
🟩 DeliveredCAP-008 · 5 use cases
New bounded context delivers material environmental scoring, design-time guidance, carbon footprint, EU Digital Product Passport export, and triple-bottom-line dashboard. INT-05 validation report verdict GO.
Low-Code Workflow Customization Engine
🟩 DeliveredCAP-009 · 4 use cases
New workflow_config context: visual workflow builder, declarative rule engine, product-type template marketplace, sandbox-to-deployment promotion. No INT-06 per-feature validation report exists.
Continuous ATO & Compliance Automation
🟩 DeliveredCAP-010 · 6 use cases
Two-context implementation: continuous_ato and compliance_audit. ITAR two-stage classifier per ADR-INT07-002; synchronous SBOM generation per ADR-INT07-003. INT-07 validation report verdict GO.
PLM-Embedded Manufacturing Intelligence
🟩 DeliveredCAP-011 · 5 use cases
New manufacturing_intelligence context: DFM AI analysis, shop-floor feedback intake, parametric production simulation, supplier capability matching. ManufacturingHub added under WGC-MFG-HUB. No INT-08 validation report present.
System-of-Systems Orchestration
🟩 DeliveredCAP-012 · 5 use cases
New sos_orchestration context: interface contract management, cross-product impact analysis, integrated test orchestration, federated lifecycle dashboard, cross-product requirement allocation. INT-09 validation report verdict GO with 0 defects.
Edge-Deployed Agents for Disconnected/Classified Operations
🟩 DeliveredCAP-013 · 4 use cases
New edge_operations context: offline agent runtime hooks, sync queue, conflict-resolution UI, classified compartment selector. No INT-10 validation report; no dedicated spec in 02_final_validation/e2e/. UC-INT10-04 (offline critical-path workflow) remains uncovered — the only uncovered UC in the project as of this audit.
Predictive Quality & Reliability Intelligence
🟩 DeliveredCAP-014 · 4 use cases
New predictive_quality context: defect-risk heatmap, reliability (MTBF/MTTR) forecasting, root-cause explorer, AI-assisted quality gate automation. No INT-11 per-feature validation report.
AI-Powered Regulatory Intelligence Service
🟩 DeliveredCAP-015 · 4 use cases
New regulatory_intelligence context: regulatory change feed monitoring, automatic impact assessment, compliance gap matrix, advisory alert dispatch. No INT-12 per-feature validation report; no dedicated spec in 02_final_validation/e2e/.
Discovery, Ideation & Business Case
🟩 DeliveredCAP-016 · 4 use cases
BC-11 Discovery context: idea capture, scoring, business-case compilation, market research synthesis. Walkthrough frontend completion shipped under PLAN-043 (WGC-BC-11).
Sustainment, Field Tickets & Service Levels
🟩 DeliveredCAP-017 · 6 use cases
BC-09 Sustainment context: incident lifecycle, field-ticket management, parts usage tracking, SLA dashboard. Walkthrough frontend completion shipped under PLAN-043 (WGC-BC-09).
Change Management & Engineering Change Notices
🟩 DeliveredCAP-018 · 4 use cases
BC-05 Change Management: ECN intake, impact assessment, approval workflow with role gating, submission state machine. Walkthrough frontend completion shipped under PLAN-043 (WGC-BC-05).
Test Management & Coverage
🟩 DeliveredCAP-019 · 4 use cases
BC-06 Test Management: test plan + test case CRUD, execution capture, coverage rollups. Walkthrough frontend completion shipped under PLAN-043.
Identity, Access & Role-Based Access Control
🟩 DeliveredCAP-020 · 7 use cases
BC-08 Identity & Access: platform identity plus local UserExtension and RoleAssignment per ADR-AUTH-001. User CRUD overlay, role registry, capability scope derivation, access-check endpoint.
Real-time Collaboration & Notifications
🟩 DeliveredCAP-021 · 5 use cases
BC-12 Collaboration context: room lifecycle, participant management, threaded comments, and notification fan-out. Backed by 05_rds_collab_pltfrm shared WebSocket service. Walkthrough frontend completion shipped under PLAN-043 (WGC-BC-12).
Capability Maturity Levels
Shared Platform Foundation
All RDS products share infrastructure that accelerates delivery and ensures consistency:
sf_shared
LLM factory, auth, BaseTask, agent profiles
sf-ui
React components, hooks, Tailwind palette
Knowledge Base
pgvector hybrid search, 7 content domains
Collaboration Platform
WebSocket rooms, presence, real-time sync
Interested in Full Product Life Cycle (FPLC)?
RDS delivers and extends FPLC through fixed-cost Capability Delivery Sprints on the Enterprise IT track — start with a Capability Pilot to see decision-grade outcomes in weeks.
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