Software Development
Architecture, design, and development for simulation systems — modules, solvers, real-time software, and hardware-in-the-loop integrations.
Learn moreConsultancy & development
Anvil helps organizations design and ship simulation-oriented software, engineering simulation (mesh, CAD, CFD, thermal, real-time physics), HIL integrations, and focused AI: optical AI / CV and local LLMs.
What we do
Four complementary capabilities — engage us for a focused project, a strategic review, or a long-term partnership.
Architecture, design, and development for simulation systems — modules, solvers, real-time software, and hardware-in-the-loop integrations.
Learn moreEngineering simulation end-to-end — from mesh and CAD through CFD, thermal, multi-body studies, and real-time physics on graphics engines.
Learn moreFocused AI work you can run yourself — optical AI and computer vision (CV), plus local LLM setup for privacy-first coding and operations.
Learn moreIndependent advice on architecture, technology strategy, and delivery for software, engineering simulation, and applied AI.
Learn moreHow we work
Transparent process, senior attention, and delivery you can trust.
We map goals, constraints, data, and success metrics so the solution fits your real context.
Architecture, UX, and delivery plan — validated early with prototypes or technical spikes when needed.
Iterative development with continuous feedback, testing, and transparent progress.
Production launch, knowledge transfer, and optional ongoing support or improvement cycles.
Free tools
Client-side tools — private, no accounts. Anvil Table is linked from the homepage; the rest live in the tools list.
These browser tools run on your device. They are free utilities, not paid deliverables, and are separate from Anvil’s engineering services. Anvil Table is an educational blackjack study trainer — no real money, not for use at a live table.
Blackjack strategy trainer — basic strategy and most counts are free. Optional: Hi-Lo deviations $5/mo, Wong Halves $1/mo, Halves deviations $5/mo, all included $10/mo. Educational use only, no real money.
Open tool →How it works →Lock sourced materials, optional LLM draft of joins, and optional Pangram 4 check with your keys. Not a humanizer.
Open tool →Theory & notes →Lock an in-bounds course bibliography, write the draft yourself, and insert citations only from that corpus. Evidence map for uncited paragraphs — no LLM generation.
Open tool →Theory & notes →Lock allowed JS snippets, write your own code, run it in a sandboxed iframe, and tick attributions. Educational — not an autograder and not open-web Copilot.
Open tool →Theory & notes →Tell us what you're building. We'll respond with honest recommendations — whether that's a short advisory session or a full build engagement.