OC Labs flagship product
GDN
Global Decision Network
Independent verification for AI-assisted engineering.
AI can generate engineering work. GDN determines whether that work should be trusted.
Independent verification, machine evidence, and auditable engineering outcomes.
Explore GDNPublic engineering evidence
See what was tested—not just what we claim.
Review the problem, turnaround, verification and honest outcome for real engineering work. Controlled results, submitted contributions and pending reviews remain clearly separated.
Open the public evidence- TypeScriptVerified result
- Autonomous aircraftUpstream review
- Flight controlSubmitted work
- Scientific PythonSubmitted work
Product portfolio
Explore OC Labs
Know the deal before you negotiate.
A used car negotiation app that turns listing details into clear price, risk, and offer guidance.
- Used car deal insights
- Risk and price signals
- Opening offer guidance
Look beyond the paint.
A mountain bike buying checker for value reads, upgrade potential, and listing red flags.
- Mountain bike value read
- Upgrade potential
- Risk and red flags
Right portions. Better memories.
A recipe portion calculator that helps scale meals quickly for any table size.
- Scale recipes instantly
- Cook for any table size
- Reduce waste