Curlscape Information

We build AI systems that do real engineering work — for teams that design, simulate, and manufacture physical products. Curlscape speaks simulation, CAD, and manufacturing natively, built by engineers who spent seven years inside ANSYS before automating the workflows they lived. Most firms in this space are simulation consultancies adding a sprinkle of AI, or software resellers with an implementation arm. We're neither. We don't resell software, so our only incentive is what works on your stack. What we build: ▸ Curlscape AgentCrew — AI agents for engineering workflows. Planning, CAD cleanup, meshing, solver setup, and reporting agents that handle the repetitive layers of simulation work, so engineers spend their time on actual engineering. Vendor-neutral, working across commercial and open-source toolchains. ▸ Curlscape Sift — Surrogate modeling and model order reduction. Turn weeks of simulation into minutes, and put legacy simulation archives to work as training data. Neural operator architectures (DoMINO, AB-UPT, MeshGraphNet), ML-based ROM, and multi-fidelity modeling via co-kriging. ▸ Infrastructure & Data Services — LLM fine-tuning, fully air-gapped deployments on your hardware, and document intelligence, for enterprises where privacy, cost, or control rules out off-the-shelf AI. ▸ Custom Enterprise Agents — Production-grade support, sales, research, and voice agents, wired into your databases, APIs, and knowledge bases — deployed and monitored in production. How we work: every engagement starts with a fixed-price Discovery Sprint (2–4 weeks) — feasibility proven on your real data, a working proof of concept, and a costed build plan you can act on with us or without us. No open-ended retainers, no rip-and-replace. We verify our own work and publish the methods, including the limitations. See the Lab: curlscape.com/lab Based in Pune, India · Working with clients across the US, Europe, and India. Book a call: curlscape.com