Who are we building for?
Custom AI agent harnesses for engineering & deep tech
Your own AI R&D team, tailored to your firm.
We take Ingenuity OS, our autonomous R&D platform, and build it around your codebase, your tools and your workflows. Then we ship it and deploy it on your own machines.
Runs on your hardware · Your data stays in your network · One-time build or annual license
- ConductorTask received: reduce FEA solver runtime on mesh set B
- ArchitectMapped 14 modules · solver/, mesh/, io/ in scope
- Research3 relevant papers found: sparse preconditioners (arXiv)
- SystemsProfiled run: 61% of time in assemble_stiffness()
Expert pool
5 of 20 experts assigned to this task
Your hardware
Built for builders
An expert AI team that knows your work
Not a chatbot. A coordinated team of specialist agents, trained on your stack and running inside your walls.
Engineering firms
Deep tech companies
Startups
Tailored, not off the rack
Measured, cut and fitted to your firm
Like a bespoke suit: we start from Ingenuity OS and shape every part of it around how your team actually works.
- 1
Measure
A scoping call and technical discovery. We map your codebase, data, tools, hardware and security requirements.
- 2
Cut
We configure Ingenuity OS for your domain: the expert roles, the tools they can use, the models they run and the guardrails they follow.
- 3
Fit
We deploy it on your machines and run a pilot with your team, adjusting until it works the way your engineers work.
- 4
Hand over
Training, documentation and ongoing support. The harness runs on your infrastructure, under your control.
specialist AI experts per harness
deployed on your own hardware
steps from scoping call to deployed
What's inside
Ingenuity OS, built around you
Every harness starts from our autonomous R&D platform, the same engine that builds our own systems.
20-expert orchestration
Local models, hardware-aware
GitHub & API integrations
Research agents
Terminal and chat, one state
Seats, licensing and audit
Your code never leaves your building.
The harness runs on your hardware, with local open-source models. Cloud models are optional and off unless you turn them on. Every agent action is logged.
Engagement
Own it outright, or license it
Either way we build it, ship it and deploy it for you. You get a fixed proposal after the scoping call.
One-time build fee
Build & own
You pay for us to build, ship and deploy the harness. It runs on your hardware and the deployment is yours.
- Custom scoping and build
- Deployed on your machines
- Team training and handover
- Optional support plan
Annual license fee
License
Lower upfront cost. We tailor and deploy the harness, and your license keeps it updated and supported.
- Tailored and deployed for you
- Continuous updates
- Priority support
- Scale seats as you grow
Prefer it off the shelf? See the standard Ingenuity OS license tiers.
Questions
Frequently asked questions
What is an AI agent harness?
It is the system around the AI models: the expert roles, tools, memory, permissions and workflows that let agents do real engineering work. Ingenuity OS is our harness; we tailor it to your firm.
How is this different from a coding assistant?
A coding assistant helps one person in one editor. A harness is a coordinated team of specialist agents that knows your codebase, your standards and your tools, and can take on whole tasks: research, implementation, review and documentation.
Does our code or data leave our network?
No. The harness is deployed on your own machines and can run local open-source models. Cloud models are optional and only used if you choose to enable them.
What hardware do we need?
Ingenuity OS is hardware-aware: it sizes the models it runs to the machines you have. During scoping we recommend a setup that fits your workloads and budget.
Should we buy the build or a license?
Build & own suits teams that want a one-time cost and full ownership. A license suits teams that want lower upfront cost with continuous updates and support. We walk through both on the scoping call.
How long does a build take and what does it cost?
It depends on the scope: the size of your codebase, the integrations and your security requirements. After the scoping call you receive a written proposal with the timeline and a fixed price.
Tell us what your team builds. We'll tailor the harness.
A 30-minute scoping call with our engineers. No slides, just your stack, your bottlenecks and what a harness would do for you.