S1000D GenAI for Technical Publications at Scale
Modernize S1000D programs with LLM-assisted authoring, rules validation, DM classification, applicability search and PLM-connected publishing.
Modernize S1000D programs with LLM-assisted authoring, rules validation, DM classification, applicability search and PLM-connected publishing.
S1000D is an international specification for technical publications built from modular Data Modules (DMs) managed in a Common Source DataBase (CSDB). Output includes page‑oriented formats and IETP experiences. Governance includes a Council, Steering Committee, and Working Groups. Public resources include official issues, schemas, and online data dictionaries.
We apply GenAI where it helps: schema‑aware author assist, BREX‑aligned validation, STE hints, and applicability‑aware retrieval — always with human‑in‑the‑loop controls and program governance.
Stand-alone units with Identification & Status plus Content. Info types include Description, Procedural, Fault, IPD, Wiring, Schedules, Process.
AI: propose DM codes, pre-fill metadata, scaffold content per info type.
Repository for storing, versioning, and delivering DMs. Functionality is implementation-specific.
AI: semantic index, applicability-aware retrieval, delta detection.
Rules for assembling DMs into publications with filters for applicability/effectivity.
AI: recommend assembly sets and test coverage.
Exchange and enforcement of program rules layered over issue-level constraints.
AI: explain violations, suggest fixes, track exceptions.
Issue-specific controlled terms and structures to ensure consistency.
AI: offer controlled terms, block disallowed vocabulary.
Changes flow via CPFs to new issues and patches. Latest resources are published on the official sites.
AI: summarize issue deltas and automate reviewer checklists.
Modular components that plug into CSDBs, PLM, and IETPs. Available as add‑ons for the Dakota Content Platform (DCP) or standalone accelerators.
Auto-classify source artifacts to S1000D information types and propose DM codes; extract metadata for Identification & Status.
Context-aware drafting with ASD-STE100 style hints, procedure scaffolding, and human-in-the-loop approvals.
Checks BR layers (DIG/ATA/Program) and content conformance. Explains violations and proposes fixes.
Semantic + attribute search across CSDB with effectivity, applicability, and config filters for maintainers.
Pull BoMs, SBs, and service plans from Teamcenter to seed and update S1000D content and 3D animations.
Augment viewers with chat, step-by-step guidance, and media enrichment; respect role, applicability, and safety gates.
Engage from discovery through implementation: roadmaps, integration, validation, and change management across S1000D programs.
Stakeholder interviews, BRDP audit, toolchain inventory, KPI definition, prioritized backlog.
RAG design, prompt + guardrail patterns, data privacy, STE enforcement, human-in-the-loop governance.
CSDB integration, Teamcenter connectors, IETP widgets, pipelines, CI validation.
Book to DM conversion, code assignment, media extraction, applicability tagging.
DIG/ATA/Program rule layering, Schematron, LLM policies, exceptions workflow.
Hands-on agendas below; onsite or remote; tailored to your platform.
Role-based tracks, private cohorts, and certification. Onsite or remote.
Book TrainingDM anatomy, info types, STE basics, references, ICNs, validation, and GenAI patterns for S1000D.
Users, projects, workflows, search, packages, backups, and logs.
Rule layering, BREX exchange, exceptions workflow, policy linting.
Publication modules, applicability filters, analytics, and offline modes.
3D procedure authoring with safe animations and IETP publishing.
Free 90-minute working session
A hands-on session for your publications, engineering and IT leads. We map where GenAI safely accelerates your S1000D program — authoring, business rules, migration and IETP — and you leave with a prioritized plan.
Prefer to pick a time now? Book directly →
International XML/SGML specification for technical publications across air, land, sea, civil and defense. Data Modules stored in a CSDB; supports many info types.
GenAI Features: generate DM scaffolds, map legacy content, enforce STE.
Interoperable data, metadata, dictionaries, reuse, lower lifecycle costs, single constructs for UI, training, and production.
GenAI Features: measure reuse, predict candidates, auto-lint against BR, surface applicability.
History, structure, principal concepts, DM types, CSDB purpose. Emphasis on moving from book to information paradigm.
GenAI Features: assist with DM coding, status population, and authoring patterns per info type.
Online dictionaries for issues 4.0–6.0 to standardize naming and metadata.
GenAI Features: suggest controlled terms; block unsafe synonyms; auto‑tag equipment types.
Oct 6–8, 2025 — Montreal. Premier event for S1000D and information exchange across A&D.
Meet us there →Jan 2025 — latest STE release brings refined terminology and updated rules for clearer tech comms.
2024–2025 — online data dictionaries and downloads updated for Issue 6 and legacy issues.
IETP viewer and CSDB updates across the ecosystem; demonstrations and articles highlight adoption.
Five-minute demo: PDF manual → DM proposals → XML skeletons → BR check.
RAG search with effectivity filters and linked evidence to DMs.
Service Planner to S1000D procedures, animated steps, publish to IETP.
Live authoring with style guidance and explainable edits.
Pull request run showing Schematron + LLM checks and fix suggestions.
Offline IETP with chat assist and safe tool usage warnings.