Curlscape logo
Security & IP

Your data and IP stay yours

Commercial AI APIs are the right default — until data privacy, unit economics, or air-gap requirements say otherwise. We build and operate the alternative.

01How it works

Where your data lives, and who owns the result

Deployment models01 / 05

On your hardware, or in your cloud

We deploy models like Llama and Gemma on your own hardware, fully air-gapped, and help you build generative AI applications on top. The right choice when your data cannot leave the building.

  • Azure
  • AWS
  • Google Cloud
  • Modal
  • RunPod
Your environment02 / 05

Geometry, BOMs and field data stay with you

Runs on your infrastructure, so your geometry, BOMs, and field data stay in your environment. IP ownership of what the pipeline produces is yours, written into the engagement.

You own the code03 / 05

The source and the know-how are yours

We design and build the production system on your infrastructure, validated against your solvers and data, with the source code, documentation, and knowledge transfer so your team can own it.

Deliverable: a production-grade system, full source and docs, and your team trained to run it.

How agents touch your tools04 / 05

Through your tools' own interfaces

Read context. Pull in the material an agent needs to plan and decide — geometry and model files, simulation setups, past runs, mesh quality reports, test data. Execute actions. Drive the tool itself through its scripting and API layer — running cleanup operations, generating meshes, configuring solvers, launching runs.

No resale incentive05 / 05

No vendor to protect

We don't resell software, so our only incentive is what works on your stack. We sit over your existing stack instead of asking you to rip it out and start again.

Air-gapped: models and data stay inside your network
Document intelligence: answers grounded in your sources

Security requirements differ by team. Tell us yours and we will scope the deployment around them.

Discuss your requirements
Schedule a call