The current software landscape is built on rent-seeking.
Every week, a new SaaS startup launches, offering to “solve AI for X.” They wrap a basic LLM API in a generic interface, charge $49 per user per month, and fight for your enterprise credit card.
The moment you sign up, you’ve added another line item to your balance sheet and another dependency to your tech stack. You don’t own the data pipelines. You don’t own the prompts. You don’t own the system. If they raise prices or shut down, you are left holding nothing.
We think that model is broken. Especially for AI.
The Power of Ownership
AI capabilities are rapidly commoditizing. The difference between a proprietary model and an open-weights model is shrinking to zero. The true value is not the model itself; it is the system around it: the context pipelines, the validation loops, and the integration into your proprietary data.
If you rent that system, you are renting your own operational brain.
Renting SaaS:
Your Team -> [ SaaS Wrapper (Rented) ] -> OpenAI/Anthropic API
Owning Systems:
Your Team -> [ Your Cloud Infrastructure (Owned) ] -> OpenWeights/Hosted APIWe build systems, not dependencies. Here is what that means in practice:
- Inside Your Perimeter: Everything we build is deployed directly into your cloud infrastructure (AWS, GCP, or Azure). Your data never leaves your control.
- Open Codebases: We deliver clean, commented, and type-safe TypeScript or Python. Your internal team can read it, edit it, and extend it from day one.
- No Licensing Fees: You pay for our time to build and embed. Once we leave, your only cost is the raw compute/API fees from your own cloud provider. No seat licenses. No monthly active user tiers.
When we build a system for you, you own it forever. The cut holds because the tool is yours.