Advancing industry through intelligent solutions.
We deliver science, technology and engineering solutions, leveraging AI to help industries solve their hardest problems. Our work covers engineering simulation, digital twins and predictive intelligence.
01What we do
Solve complex problems, faster.
We build engineering simulation, industrial AI, scientific research and software for problems that off-the-shelf tools do not handle.
- 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. We cover 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.
We work from subsurface reservoirs to supersonic flow, in industries where a wrong answer is expensive.
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.
A focused engagement on a single problem, concluding in a written assessment. Larger projects follow in monthly cycles, with source, tests and documentation handed over on completion.
Talk to us01
Discovery
We identify the pain points, agree the scope and review your existing data and models.
02
Solution design
We design the approach and test it on your data or a representative case. You review the interim results with us.
03
Assessment
We document feasibility, method, required effort and recommendations in a written assessment.
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.
Tell us about a problem you are struggling with, or ask us a question.
- info@hawksims.com