Rows = capabilities · columns = milestones (left→right is time) · blocks = high-level milestone outcomes. Use each block's requirements link to inspect the FR IDs and descriptions.
61 requirements · 5 capabilities + 4 cross-cutting concerns · 11 delivered · 8 in progress (q2) · 17 q3 target · 2 q3 / q4 target · 13 q4 target · 3 research-gated · 7 h1 2027 roadmap · generated from _data/{capabilities,requirements,milestones}.yaml
This block achieved the capability through RGB inspection imagery ingestion — EXIF / GPS provenance & dataset scoping.
Status: Delivered.
View 1 requirementThis block achieved the capability through Multimodal evidence pipeline foundation — thermal / OGI / gas ingest (prototype).
Status: Delivered.
View 1 requirementNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
This block advances the capability through OGI sensor ingestion; Calibrated thermal ingestion; Gas sensor ingestion.
Status: Q3 Target.
View 3 requirementsThis block advances the capability through OPC UA SCADA connector.
Status: Q4 Target.
View 1 requirementThis block advances the capability through Full spatial navigation; KRSI robot ingestion adapter; Fixed infrastructure: navigation beacons; Fixed infrastructure: communication backbone; Coverage orchestration; Fleet intelligence analytics.
Status: H1 2027 Roadmap.
View 6 requirementsNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
This block advances the capability through CAD geometry via open IFC4 (BIM STEP) standard; DEXPI open-standard P\&ID ingestion (equipment, nozzles, piping, connectivity); Deterministic dual-tagging (legacy CAD ↔ operator / DEXPI tags) with asset cross-reference; Geo-tagge….
Status: In Progress (Q2), Q3 Target.
View 4 requirementsThis block advances the capability through CAD version tracking and diff visualization; As-built vs as-designed comparison; Engineering change notification; Additional CAD formats (RVT / DGN) beyond IFC4; P\&ID database (SQL) connector — direct read (distinct from DEXPI i….
Status: Q4 Target.
View 6 requirementsNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
This block advances the capability through Filter Skill calibration & FNR measurement; Confidence score calibration protocol; Chain-level consistency gate (Stage 3.5); OOD detector update cadence; Cross-modal anomaly detection; Cross-source correlation engine — promoted t….
Status: Q3 / Q4 Target, Q3 / Q4 Target (research-gated), Q3 Target.
View 6 requirementsThis block advances the capability through Physical AI reasoning & remediation; Cross-source correlation engine; Synthetic data generation; Multi-source confirmed TPR > 98% / FPR < 2% target reporting.
Status: Q4 Target, Q4 Target (research-gated).
View 4 requirementsNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
This block advances the capability through Solomon Associates benchmarking; API 581 inspection interval calculation; Equipment class boundary of automation.
Status: Q3 / Q4 Target, Q3 Target.
View 3 requirementsNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
This block achieved the capability through Work-order / recommendation export — markdown + CSV.
Status: Delivered.
View 1 requirementNo formal requirement is scheduled in this milestone block.
This block advances the capability through Automated reports; IDMS bidirectional integration specification; Partner-integrated delivery model — single procurement vehicle, partner-provided HITL seat.
Status: Q3 Target.
View 3 requirementsThis block advances the capability through SAP PM certified connector.
Status: Q4 Target.
View 1 requirementNo formal requirement is scheduled in this milestone block.
This block achieved the capability through Web-based 3D inspection viewer (Cesium geospatial scene); Operator dashboard — organization / campaign / anomaly overview; Visual defect gallery — geo-tagged imagery, annotations & anomaly bounding boxes.
Status: Delivered.
View 3 requirementsThis block achieved the capability through First-generation AI chat assistant — natural-language query over inspection data (early, not-yet-reliable prototype); Automated agentic task coordination — multi-agent orchestration (planner / executor, tool routing); Gas measure….
Status: Delivered.
View 3 requirementsThis block achieved the capability through Provenance-cited chat answers — citations & tool-execution timeline.
Status: Delivered.
View 1 requirementThis block is actively maturing the capability through Contextual data chat Ph.0 — single-turn NL query (classify → SQL execute → report) over workspace data; Agent failure recovery — Supabase RLS/timeout, Gemini rate-limit/timeout, JWT expiry, and blob-storage retry handled without….
Status: In Progress (Q2).
View 5 requirementsThis block advances the capability through Contextual data chat Ph.1; Chat with 3D map; Interactive overlays.
Status: Q3 Target.
View 3 requirementsNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
This block achieved the capability through Multi-tenant authentication & workspace access control.
Status: Delivered.
View 1 requirementNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
This block advances the capability through SOC 2 Type II certification; Compliance management.
Status: Q4 Target.
View 2 requirementsNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
This block advances the capability through Customer cloud tenant deployment.
Status: Q4 Target.
View 1 requirementThis block advances the capability through Dose-aware inspection workflow.
Status: H1 2027 Roadmap.
View 1 requirementNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
This block advances the capability through Reference partnership — OI.Expert × Kav AI integrated proposal template.
Status: Q3 Target.
View 1 requirementNo formal requirement is scheduled in this milestone block.
No formal requirement is scheduled in this milestone block.
The five deep modules that every requirement classifies under (what each one owns), plus the cross-cutting concerns. Sourced from _data/capabilities.yaml.
normalized evidence, QC, provenance, timestamp alignment
asset identity, spatial registration, tag reconciliation, engineering context, photorealistic 3D scene (3DGS), AI assistant brain (persistent memory and knowledge)
cross-source correlation, contradiction, consistency, calibrated confidence
observed anomaly -> damage-mechanism review -> risk assessment -> inspection-plan reasoning
verification queue, recommendation packets, inspection plan handoff
3D viewer, contextual data-chat, interactive overlays (the Data Source Registry query seam, ADR-001)
certifications, compliance management, access control
runtime profiles over the capabilities — SaaS, customer tenant, air-gapped, high-hazard
partner-integrated delivery, proposal templates, MVP demonstration program
The gate criteria for each milestone — the product and technical bar that had to be met to close it. Left→right is time (M0→M4); status mirrors the progress matrix.
3D Viewer + Authentication + Image Gallery + Operator Dashboard, validated on first real-world RGB inspection dataset
Web-Based 3D Viewer + Multi-Tenant Auth + Operator Dashboard + Visual Defect Gallery
Multimodal AI Pipeline + Natural Language Interface + Automated Task Coordination + Machine Vision Engine prototype, validated with thermal imagery and gas sensor readings
Multimodal AI Pipeline + Natural Language Chat + Automated Agentic Coordination + On-Demand Defect Detection
Unified 3D Viewer + AI Chat operator interface; Avoided-Cost Pilot case study (MVP v0.2)
3D Viewer + AI Chat functional
MVP v0.3 — Contextual data chat in persona-tailored workspaces (Data Explorer & Integrity Engineer); validated agent reliability (evaluation tests + failure recovery)
Contextual Data Chat + Failure Recovery + Agent Evaluation Tests
MVP v0.4 Closed-Loop Intelligence (Q3 increment) + CAD/P&ID Engineering Context; Quantified Inspection Prioritization; RBI/IDMS Workflow Integration; Persona Sign-off (IE & DE); ROI Calculator
Multi-Sensor Automated Detection + CAD (IFC) Ingestion & P&ID Tag-Linkage + Geo-Tagged Spatial Anchoring + Contextual Chat Phase 1
Engineering-context depth + enterprise readiness; 10 Signed Letters of Intent (LOIs); SOC 2 Type II Sign-off; First 3 Production Subscriptions; On-Prem/Air-Gapped Package
SCADA/OPC UA Connectors + IOW Checks + 3D CAD Model Overlay + P&ID SQL Connector + SOC 2 Type II + Compliance Management + Air-Gapped Deployment
Canonical ledger: _data/milestones.yaml · beyond M4 lies the H1 2027 roadmap horizon.
Source of truth: docs/portfolio/_data/. Regenerate with python docs/portfolio/_build/generate_progress_table.py (guarded by lint_consistency.check_progress_table).