From AI-assisted safety analysis to governed engineering workflows
Aegis SafeForge is being developed with design partners to support functional safety and cybersecurity engineering teams. Our roadmap focuses on human-governed AI assistance, traceability, review workflows, and ISO 26262-aligned safety-chain development.
Aegis SafeForge is an AI-assisted engineering workflow automation platform for functional safety and cybersecurity teams. It helps teams draft, review, trace, and manage safety artifacts faster while keeping human engineers responsible for final approval.
Our roadmap is built with design partners, not in isolation. Design partners can use the mature HARA/TARA foundation now, test the extended ISO 26262 workflow, and shape the product before V1.
ISO 26262 safety chain
Item Definition → HARA → Safety Goals → FSR → TSR → Verification Evidence
HARA and Safety Goals are the hero workflow. FSR, TSR, and Verification Evidence are in active development and structured testing.
Beta-ready Mature pilot HARA
Mature pilot Safety Goals
Active testing FSR
Functional Safety Requirements
Active testing TSR
Technical Safety Requirements
Active testing Verification Evidence
Beta-ready Item Definition
Mature pilot HARA
Mature pilot Safety Goals
Active testing FSR
Functional Safety Requirements
Active testing TSR
Technical Safety Requirements
Active testing Verification Evidence
Planned milestones
Design-partner beta through multi-standard governance — scoped for credibility, not certification claims.
July 2026
Design Partner Beta
Governed HARA, Safety Goals, and TARA pilot workflows.
Controlled pilots with functional safety consultancies and selected design partners.
View priorities
- Item Definition workspace
- AI-assisted HARA generation
- Safety Goal generation
- TARA / ISO 21434 workflow testing
- Document-assisted engineering context
- Human review and approval lifecycle
- Traceability between artifacts
- Early role-based project access
HARA, Safety Goals, and TARA are the most mature pilot workflows. The extended ISO 26262 chain is available for testing and will continue to evolve with design-partner feedback.
August–September 2026
Pilot Expansion
Live testing with functional safety consultancies and selected partners.
Live testing, workflow refinement, and partner feedback.
View priorities
- Improve HARA and Safety Goal review workflows
- Validate generated outputs against expert expectations
- Refine artifact lifecycle states and approval behavior
- Improve traceability across Item Definition, HARA, Safety Goals, FSRs, TSRs, and Verification Evidence
- Collect customer feedback on export formats and evidence expectations
- Expand role-based permissions based on real team structures
- Prepare deployment options for on-premise and cloud environments
October 2026
V1 Release
Customer-shaped release with full ISO 26262 safety-chain visibility.
First customer-shaped release based on pilot feedback.
View priorities
- Full ISO 26262 safety-chain workspace visible in-product
- Hero workflow: Item Definition → HARA → Safety Goals
- Extended chain: FSR → TSR → Verification Evidence available for structured testing and feedback
- TARA workflow available for cybersecurity engineering support
- SSO support for enterprise pilots
- Expanded role-based access control
- Review queue and approval workflow improvements
- Traceability and stale-impact handling
- Export package improvements
- On-premise deployment option
- Cloud SaaS option depending on infrastructure funding and customer requirements
Aegis SafeForge supports ISO 26262-aligned workflows, traceability, and review preparation. Final engineering approval remains with qualified human reviewers.
April 2027
V1 + 6 Months
Enterprise readiness, knowledge reuse, and advanced safety modules.
Enterprise readiness, knowledge reuse, and advanced safety modules.
View priorities
- Expanded RBAC based on customer organization structures
- Stronger on-premise deployment packaging
- EU-hosted cloud infrastructure subject to funding and customer demand
- Advanced knowledge reuse across projects
- FMEDA / FMEA workflow improvements
- FTA / ETA visualization maturity
- Improved dashboards for managers, reviewers, and engineering teams
- Customer-specific export templates
- Deeper TARA and safety-cybersecurity relationship mapping
October 2027
V1 + 12 Months
Multi-standard governance layer for safety and cybersecurity engineering.
Multi-standard governance layer for safety and cybersecurity engineering.
View priorities
- Mature ISO 26262 workflow support
- Mature ISO 21434 workflow support
- Broader support for related safety and cybersecurity standards
- Stronger evidence and safety-case support
- Enterprise deployment and security hardening
- Integration roadmap for engineering tools and ALM systems
- Certification-readiness activities based on pilot customer requirements
- Optional private infrastructure or dedicated deployment models for sensitive engineering teams
- Pilot-ready
July 2026
Design Partner Beta
Governed HARA, Safety Goals, and TARA pilot workflows.
Controlled pilots with functional safety consultancies and selected design partners.
View priorities
- Item Definition workspace
- AI-assisted HARA generation
- Safety Goal generation
- TARA / ISO 21434 workflow testing
- Document-assisted engineering context
- Human review and approval lifecycle
- Traceability between artifacts
- Early role-based project access
HARA, Safety Goals, and TARA are the most mature pilot workflows. The extended ISO 26262 chain is available for testing and will continue to evolve with design-partner feedback.
- In testing
August–September 2026
Pilot Expansion
Live testing with functional safety consultancies and selected partners.
Live testing, workflow refinement, and partner feedback.
View priorities
- Improve HARA and Safety Goal review workflows
- Validate generated outputs against expert expectations
- Refine artifact lifecycle states and approval behavior
- Improve traceability across Item Definition, HARA, Safety Goals, FSRs, TSRs, and Verification Evidence
- Collect customer feedback on export formats and evidence expectations
- Expand role-based permissions based on real team structures
- Prepare deployment options for on-premise and cloud environments
- V1 focus
October 2026
V1 Release
Customer-shaped release with full ISO 26262 safety-chain visibility.
First customer-shaped release based on pilot feedback.
View priorities
- Full ISO 26262 safety-chain workspace visible in-product
- Hero workflow: Item Definition → HARA → Safety Goals
- Extended chain: FSR → TSR → Verification Evidence available for structured testing and feedback
- TARA workflow available for cybersecurity engineering support
- SSO support for enterprise pilots
- Expanded role-based access control
- Review queue and approval workflow improvements
- Traceability and stale-impact handling
- Export package improvements
- On-premise deployment option
- Cloud SaaS option depending on infrastructure funding and customer requirements
Aegis SafeForge supports ISO 26262-aligned workflows, traceability, and review preparation. Final engineering approval remains with qualified human reviewers.
- Enterprise roadmap
April 2027
V1 + 6 Months
Enterprise readiness, knowledge reuse, and advanced safety modules.
Enterprise readiness, knowledge reuse, and advanced safety modules.
View priorities
- Expanded RBAC based on customer organization structures
- Stronger on-premise deployment packaging
- EU-hosted cloud infrastructure subject to funding and customer demand
- Advanced knowledge reuse across projects
- FMEDA / FMEA workflow improvements
- FTA / ETA visualization maturity
- Improved dashboards for managers, reviewers, and engineering teams
- Customer-specific export templates
- Deeper TARA and safety-cybersecurity relationship mapping
- Future direction
October 2027
V1 + 12 Months
Multi-standard governance layer for safety and cybersecurity engineering.
Multi-standard governance layer for safety and cybersecurity engineering.
View priorities
- Mature ISO 26262 workflow support
- Mature ISO 21434 workflow support
- Broader support for related safety and cybersecurity standards
- Stronger evidence and safety-case support
- Enterprise deployment and security hardening
- Integration roadmap for engineering tools and ALM systems
- Certification-readiness activities based on pilot customer requirements
- Optional private infrastructure or dedicated deployment models for sensitive engineering teams
Human-governed by design
AI can accelerate engineering work, but humans remain responsible for engineering judgment, approval, and compliance decisions. Aegis SafeForge is built around traceability, review workflows, approval states, source grounding, and audit preparation.
- Traceability
- Review workflows
- Approval states
- Audit preparation
Planned roadmap, subject to design-partner validation and customer requirements.
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