Spoke 03 · Verification & Process
SEIB Workflow
Systems Engineering Documentation, Continuous Traceability & Automated VCRM Synthesis
SEIB Workflow operationalizes classical systems engineering governance across the authoritative baseline. It orchestrates requirement decomposition, verification cross-reference matrices, and review packages without bypassing write fences or compromising configuration management.
Document Generation & Toolchain Integration
- Systems Engineering Assistant: Domain-specific assistant swarms optimized for specification drafting, shall decomposition, and interface tracking.
- ASOT-Grounded Synthesis: AI assistants draft documentation strictly grounded in immutable cited spans (
asot/ingest/). - Native Formats: Synchronized bi-directional handoffs with MS Word (specs), MS Excel (ICD matrices), and ReqIF requirements packages.
- Audit Logging: Automatically captures configuration management and audit events (eMASS / AU controls) for government and reviewer oversight.
Rigorous Acceptance Standards
The 5-Point Technical Verification Protocol
How SEIB guarantees that digitized models match original engineering baselines with absolute precision. Every ingested element is verified across five distinct quality dimensions.
Digital Text Levenshtein Distance
Measures character-level edit distance between promoted SysML requirement text and original source document spans. Verifies Met, Partial, and Gap classifications with zero hallucination.
Exact Field Agreement on Pinout / ICD Tables
Validates 100% agreement on critical tabular parameters: signal names, pin numbers, voltages, baud rates, and wire gauges extracted from dense multi-page ICDs and cable books.
Relationship Precision & Recall
Quantifies the accuracy of synthesized model edges (satisfaction, dependency, verify, allocate) against engineer-validated ground-truth baseline graphs.
In-Place Cameo Model Reconciliation
Tests re-export behavior across modified, moved, split, and rollback states. Confirms existing Cameo element UUIDs update in place without duplicating nodes or breaking external links.
Touch-Labor Reduction Benchmarks
Eliminates the 90% mechanical transcription burden of retyping legacy documents into Cameo, freeing senior architects to concentrate on system architecture, safety, and mission assurance.
Automated VCRM Generation (TEMP-Lite)
SEIB Workflow continuously synthesizes the Verification Cross Reference Matrix (VCRM) as architectures evolve:
- Decomposition to Shall Statements: Automatically maps raw specification text into categorized shall statements with assigned verification methods (Test, Demonstration, Analysis, Inspection).
- Bidirectional Coverage Auditing: Instantly detects unverified requirements, orphaned test procedures, or dangling verification methods before Critical Design Review (CDR).
- Live Export to DOD Formats: Emits DoD-compliant VCRM spreadsheets and formal Draft Test Strategies (TEMP-Lite) ready for program office delivery.
Cradle-to-Grave Verification Integrity
In classical programs, requirements in DOORS drift away from Cameo models, and verification matrices end up as disconnected spreadsheets manually patched together weeks before CDR.
SEIB Workflow ensures that every requirement, architecture block, and test event traces directly back to the same immutable ASOT baseline.
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