Clarity over complexity
We explain trade-offs in plain language and design systems people can understand and operate.
About
A focused practice combining consultancy depth with hands-on engineering across simulation software (architecture, solvers, real-time, HIL), engineering simulation (mesh, CAD, CFD, thermal), and applied AI — YOLO and local LLMs.
Anvil is a consultancy and development firm for organizations that need more than a generic agency — senior engineering judgment, clear communication, and delivery that holds up in production.
We sit at the intersection of simulation software, engineering simulation practice, and a small set of practical AI capabilities. That mix is intentional: real systems rarely fit one label, and the best outcomes come from people who can connect domains.
On software we focus on architecture and design for simulation, development support, modules, solvers, real-time systems, and hardware-in-the-loop integrations. On simulation: mesh generation, CAD, CFD, thermal, multi-body, and real-time physics on graphics engines. On AI: YOLO optical recognition and local LLM coding assist and setup — not broad machine-learning programs.
Principles
Values that guide every engagement — from first call to production handoff.
We explain trade-offs in plain language and design systems people can understand and operate.
Clean architecture, sensible defaults, and documentation so your investment keeps paying off.
Demos are easy. We focus on measurable impact, reliable delivery, and solutions you can run in production.
We work as an extension of your team — transparent communication, honest estimates, and shared goals.
Expect direct communication, technical depth, and solutions designed for the long run — not throwaway prototypes. We operate as a lean practice: senior attention on every engagement, without the overhead of a large firm.