Suite Overview Data Forge Studio Workflow

Spoke 02 · Model Synthesis

SEIB Studio


MBSE Design Synthesis, Agent-Assisted Drafting, and Governed Model Promotion

SEIB Studio is the modeling environment where systems engineers author, verify, and promote architectures. Working inside an isolated sandbox (asot/models/), multi-agent assistants draft candidate SysML structures from cited source spans without ever touching project baselines.

Modeling & Framework Support

  • Process Alignment: Full lifecycle support for the Systems Engineering V-Model and the Boeing Diamond engineering flow.
  • Supported Frameworks & Dialects: OMG SysML 1.4 / 1.6, SysML v2, DoDAF, UAF, and KerML schemas.
  • Diagramming: Standard diagram views (BDD, IBD, Parametric, State Machine, Sequence) with automated layout and manual fine-tuning.
  • Advanced Architecture: Architecture of Architectures (AoA) federation, state machine verification, and Hardware-in-the-Loop (HWIL) integration.
SEIB Studio Agentic MBSE Canvas

Operational Concept

Governed Operational Pipeline vs. Manual Conversion Bottleneck


Eliminate months of mechanical retyping. In the governed SEIB pipeline, engineers review candidate models side-by-side with source PDF bounding boxes before baseline promotion.

SEIB Workbench CONOPS Workflow showing Current Manual Bottleneck vs Proposed Governed Pipeline

Figure 2.1: SEIB Operational Concept (CONOPS). Legacy documents are ingested via Data Forge; Studio provides a side-by-side human audit cockpit with Levenshtein character count verification; models are exported to Cameo with persistent RFC 4122 UUIDv5 identifiers.

The Human-in-the-Loop Review Cockpit

Studio replaces blind automated transcription with an interactive review cockpit designed for practicing systems engineers:

  • Dual-Pane Visual Audit: The source PDF or specification page renders on the left with exact coordinate bounding boxes highlighted; the proposed SysML block or requirement renders on the right.
  • Fail-Closed Citation Validation: Candidate models must include verbatim quoted spans. If a citation fails validation, promotion to baseline is strictly blocked.
  • One-Click Promote or Edit: Engineers can accept, edit, or reject candidate elements individually or in batch before serialization.

Governed Cameo Reconciliation

Studio's persistent identity engine ensures seamless updates into customer toolchains:

  • Deterministic RFC 4122 UUIDv5: Generates stable IDs hashed from model namespaces rather than volatile document line numbers.
  • In-Place Updates: Re-exporting an updated specification updates existing Cameo model elements in place without duplicating nodes or severing traceability links.
  • Reconciliation Engine: Automatically detects and flags moved, modified, split, or rollbacked elements for engineer review.

Next in the SEIB Workbench Pipeline

Explore SEIB Workflow & Verification →