Advancing industry through intelligent solutions.
We deliver science, technology and engineering solutions that use AI to help industries solve their hardest problems: engineering simulation, digital twins, industrial AI and scientific software, on code you keep.
01What we do
Solve complex problems, faster.
From computational modelling to intelligent operations to foundational research, we bring scientific rigour and engineering discipline to problems that demand more than off-the-shelf tools.
- 01Industrial AI and automationFirst-principles digital twins, forecasts with the reasoning attached, computer vision and autonomous systems for plants, fleets and cities, with the cause and the confidence shown next to every number.A typical briefWhich of our 180 pumps will need a seal change in the next quarter, and why?fig. 01 — a jacket platform as a digital twin, illustrative
- 02Engineering simulationCustom and open-source solvers for design, certification and optimisation: fluids, structures, heat and electromagnetics, coupled where the physics is coupled, on infrastructure you control.A typical briefWill the redesigned inlet keep the compressor out of surge across the summer ambient range?fig. 02 — a quadcopter in forward flight: streaklines from a smoke wire, lattice Boltzmann, solved live
- 03Scientific research and developmentModel formulation, discretisation, convergence analysis, physics-informed learning and foundation models for simulation, built to run at industrial size.A typical briefCan we predict caprock integrity for CO₂ storage when the rock and the fluid deform together?fig. 03 — the Lorenz system, 65,536 trajectories integrated live
- 04Software engineering and HPCParallelisation, GPU kernels, simulation pipelines, testing and deployment for numerical software that has to run in production.A typical briefOur in-house solver takes fourteen hours per case on one workstation. What would it take to run two hundred cases overnight?fig. 04 — 3-D advection–diffusion on 512,000 cells, solved and ray-marched live
02Who we work with
Deep expertise across critical industries.
From subsurface reservoirs to supersonic flow, we bring domain knowledge and computational rigour to the industries where getting it wrong is not an option.
All industries
01 — Defence
Aerospace and defence
Sovereign CFD, flight dynamics, aeroelastics and fleet health on open solvers, installed on the programme's own infrastructure and readable by the certifier.
Questions we hear
- 01Can we run the full-envelope CFD sweep for this airframe on our own cluster, with no external licence?
- 02Will this wing flutter inside the envelope, and can we show the analysis to the certifier?
- 03Which engines in the fleet should come off wing next quarter, and why?
03How we work
Every engagement starts with a discovery sprint.
Two weeks, one problem, scope and price fixed before we start, and a written assessment you keep whether or not we continue. Larger work follows in monthly cycles, with source, tests and documentation handed over at the end.
Start a discovery sprint01 · Days 1 to 2
Frame
One problem, in your words. We agree what data or model exists, who owns it, and what a useful answer would look like. Scope and price are fixed here.
02 · Days 3 to 7
Test
We work on your data or your case: reconcile it, simulate it, profile it or formulate it, depending on the problem. You see interim results on day five.
03 · Days 8 to 10
Write
A written assessment: what is computable, by what method, what it would take in time and infrastructure, and what we would not recommend.
You leave with
The assessment, the reconciled or simulated artefact, and a recommendation you can act on with or without us.
Contact
Get in touch.
A question, an introduction, or a problem you are not sure is computable. Write to us; a founder reads every message and replies within a working day.
- info@hawksims.com