Fragmented tools
Agents, scripts, connected apps, browsers, and devices behave like separate products instead of one governed execution system.
Startup pitch
Doing more with less.
A local-first, tool-capable runtime for governed and verifiable work across computers, phones, models, and connected services.
Problem
Useful AI work still breaks at the execution boundary.
Weak verification
Assistants can claim success without binding the answer to the actual worker, action, output, and observed result.
Lost operational context
Identity, permissions, procedures, devices, and programme states are repeatedly rediscovered rather than reused as durable infrastructure.
Cloud-first cost and dependency
Metered cloud inference is often the default even when capable local hardware and owner-controlled devices are available.
Solution
One runtime, many bounded workers.
Procedural cognition
Deterministic procedures, memory, tools, authority, and model reasoning work as separate, inspectable parts of the system.
Local and heterogeneous compute
PC GPUs, CPUs, phones, device accelerators, and selective cloud services can participate in one governed worker fabric.
Result-bound execution
Operations are tied to workers, adapters, action state, outputs, receipts, and the final user-visible result.
Resumable human gates
CAPTCHA, MFA, passkeys, legal terms, and payments pause a workflow without losing its exact state.
Current stage
Founder-funded active R&D.
Working development spans local runtime infrastructure, connected-service bridges, PC and phone workers, persistent browser workflows, local-model orchestration, professional-software automation, and durable evidence systems.
The company is moving from broad infrastructure toward focused, repeatable pilots. It is early validation, not a claim of general availability, recurring revenue, or production certification.
Initial use
Start where completion and evidence matter.
Developer and IT operations
Audits, debugging, deployments, maintenance, connected-service work, and multi-device automation.
Professional creative pipelines
Unreal Engine, Blender, asset preparation, scene inspection, rendering, testing, and verified iteration.
Evidence-heavy operations
Company enrolment, procurement readiness, compliance-oriented procedures, and workflows with human authority gates.
Small organizations
Owner-controlled automation for teams that cannot justify a fragmented stack of metered agents and infrastructure.
Acceleration
Technical review, compute optimization, deployment support, and pilot design.
MODU is seeking programs and partners that can help turn working infrastructure into a focused product.