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AKS Anvil — Software · Simulation · AI

Services & products

Capabilities that cover the full journey

From strategy and design through implementation and evolution — engage one service or combine them into an end-to-end program.

01

Software Development

Our software work is grounded in simulation and real-time systems. We define architecture and design for simulation platforms, support software design and development through delivery, implement modules, solvers, and real-time systems from a designed specification, and integrate those systems with hardware in the loop (HIL) for validation and closed-loop testing.

  • Software architecture & design for simulation
  • Software design and development support
  • Modules, solvers & real-time system development
  • System integrations with hardware-in-the-loop (HIL)

02

Simulation & CAD

We support the full simulation workflow for products and systems that need to be designed, meshed, and validated before they are built. That includes mesh generation, CAD design, CFD and thermal analysis, multi-body simulation, and physics-based real-time simulation running on modern graphics engines for interactive visualization and training.

  • Mesh generation
  • CAD design
  • CFD, thermal & multi-body simulation
  • Physics-based real-time simulation on graphics engines

03

Applied AI

We don’t sell generic machine-learning programs. Anvil’s AI work is deliberate and hands-on: computer vision with YOLO for optical recognition, and local large language models for coding assistance and private on-prem (or on-device) setups — so your data stays under your control.

  • Optical recognition with YOLO
  • Local LLM coding assist
  • Local LLM setup & integration

04

Technical Consultancy

Get a clear technical perspective without vendor lock-in. We support discovery workshops, architecture reviews, vendor evaluation, roadmaps, and fractional technical leadership for teams that need senior expertise on demand.

  • Architecture & design reviews
  • Technology strategy & roadmaps
  • Proof-of-concept & feasibility studies
  • Team mentoring & delivery coaching

Engagement models

Flexible ways to work together

Choose the model that matches your stage — or mix them over time.

Advisory

Architecture reviews, technology strategy, feasibility studies, and decision support for leadership teams.

Project delivery

Defined scope with clear milestones — solvers, real-time modules, HIL integrations, models, YOLO/LLM work, and production delivery.

Embedded partnership

Ongoing capacity for roadmap execution, mentoring, and continuous improvement of critical systems.

Delivery

From discovery to production

  1. 01

    Discover

    We map goals, constraints, data, and success metrics so the solution fits your real context.

  2. 02

    Design

    Architecture, UX, and delivery plan — validated early with prototypes or technical spikes when needed.

  3. 03

    Build

    Iterative development with continuous feedback, testing, and transparent progress.

  4. 04

    Deliver & evolve

    Production launch, knowledge transfer, and optional ongoing support or improvement cycles.