Devdoot™
Software that decides what an AI agent or robot may do in front of a customer, makes it stop and hand off to a person when unsure, and logs every decision for audit.
Pre-revenue. Running in MuJoCo simulation today. In early conversations with a credit union; nothing signed.
Product line-up
One trust layer, from AI agents to robots.
AI agents for finance teams: research, onboarding, compliance checks, signals and operations.
- Each agent works inside set permissions
- A person approves what matters
Humanoid concierge software for bank and credit-union branches.
- Runs on partner-built humanoids
- OEMs supply the hardware; we supply the trust layer
Our on-premises appliance: customer data and every robot decision stay inside the bank’s walls.
- The same software as our cloud option
- For institutions that keep data in-house
The same abstention layer on robot arms, such as SO-101-class arms, for research and education labs.
- Says Done, Can’t do that safely, or I don’t know
- Built and scored in simulation first
Classroom rovers and drones that say Done, Can’t do that safely, or I don’t know, for schools and labs.
- Education and research gear, not for deployment
- Every result published run by run
How it stays safe
Three rules, every time.
- 01Stops when unsure
If the AI or robot can’t be confident, it doesn’t act.
- 02Hands off to a person
A member of staff takes over, with the reason the machine stopped.
- 03Logs every decision
What it saw, what it decided and why, kept for audit.
Evidence
What we can show today.
seeded test runs passed
In simulationwrong voice actions
In simulationintrusions stopped
In simulationUS provisional patents filed
Member of the NVIDIA Inception program. How we test, run by run →
Concept: our long-term vision

The vision
Devdoot™ City.
A future where robots and AI agents work alongside people in banks, shops and public spaces, and every action they take is accountable: who allowed it, why, and what happened.
Investors
Raising a $3M pre-seed.
Book a call with the founder to talk it through.