Deploy AI at scale with confidence.
We deliver the AI operations infrastructure—workflows, safeguards, and oversight—that turn models into reliable capabilities your organization can trust and scale.
A smarter way to take AI from prototype to production — easy, fast, and reliable.
Speed that Scales
On-Demand Services
Built-In Safety
+
96%
Effort Reduced
to deploy AI at scale
+
2k
Flaws Caught
before deployment failure
+
12
Sectors Impacted
through our applied safety expertise
Where vision meets reality
AI Roadmapping
AI Evals & Scaling Analytics
AI Deployment Architecure
STAMP & STPA Safety Analysis
ISO 21448 (SOTIF) Compliance
Build smarter. Deploy faster.
Let's move.
Insights shaping the future of AI operations
Meet the brilliant minds behind our success

Michael Schmid, PhD
Founder & CEO
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Lawrence Wong, PhD
Head of Safety Analysis
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Martin Otcinscki
Head of Operations

Dara Ben-Judah
Head of Sales
Start where your AI program is today.
Scaling AI
Move from model development -> deployed product.
Best for: Teams whose AI has to work outside the sandbox.
Features
- Full AI Scaling Roadmap
- VAULT Scaling Framework
- Executive VAULT Training
- End-to-End VAULT Services
- Scaling Guardrails & KPIs
- Model Lifecycle Support
- ... and more
SOTIF
Full ISO 21448 (SOTIF) compliance—delivered as a service.
Best for: Teams implementing or maintaining an ISO 21448 (SOTIF) safety process.
Features
- Full SOTIF Roadmap
- Executive SOTIF Training
- SOTIF Org Infrastructure
- Full-Service SOTIF Artifacts
- SOTIF Maintenance Calls
- ... and more
STAMP / STPA
World-class STPA analysis, without hiring an internal team.
Best for: Teams responsible for preventing system-level failures in safety-critical systems.
Features
- Full STAMP/STPA Roadmap
- STAMP Analysis Framework
- Executive STPA Training
- End-to-End STPA Services
- STPA Compliance Roadmap
- STPA Integration Calls
- ... and more
On-Demand Safety Desk
On-demand safety brainpower when you need it.
Best for: Teams needing temporary bandwidth or specialized knowledge.
Features
- Plug-and-Play Expertise
- 365° Analysis Support (STPA, CAST, FMEA, FTA, HAZOP)
- Compliance Documentation (ISO 21448, UL 4600, etc.)
- Incident Response
- Audit Prep & Hiring Support
- ... and more
Got questions?
We’ve got answers
How quickly can we get started?
How is pricing structured?
Do you require long-term commitments?
Can your work align with our industry standards and regulatory requirements?
How do you ensure confidentiality and security of our data and systems?
Do you offer ongoing support as our system evolves?
AI that works in the real world
Ready to deploy AI with accuracy, speed, and confidence?
Talk to our team



