Applied R&D lab for the next season.
We turn emerging technologies into products and systems that generate a return.
Get in touch →
What we do
01
Applied AI
Machine learning for offline, constrained and regulated settings.
02
Signal Processing and Embedded Audio
Real-time sound and sensor processing on constrained hardware.
03
Private AI Deployment
Advice and integration that bring AI into your own systems, with private data kept on your infrastructure.
Where we work
01
Electric vehicles
Exterior sound, driver feedback and vehicle-data middleware.
02
VR and simulation
AI-powered simulation for VR training.
03
Heavy industry
AI models that run on site and offline, so private data stays secure.
04
Energy
Acoustic fault monitoring that informs maintenance schedules.
How we engage
4 to 8 weeks
Feasibility study
A fixed-price prototype and a written recommendation on whether to continue.
3 to 12 months
R&D programme
Phases that each end with an acceptance test.
By agreement
Embedded delivery
A Season3 researcher works within your team.
Our answers to the big questions
Why
Why an R&D lab?
Many of the problems we work on have no established solution and therefore require research before engineering.
What
What kind of problem suits us?
Problems where existing tools have not worked, for example because the system has to run offline or on fixed hardware.
How
How do we manage the risk of research?
Through phases, each with an acceptance test agreed before development starts.
Selected work
Electric vehicles · Prototype delivered
Driver and pedestrian awareness system
Head-up display cues and sound driven by the driver-assistance sensors, on embedded hardware. EV programme, OEM not disclosed.
Electric vehicles · Delivered
Wwise for Automotive
Automotive sound-design pipeline and reference integration for Audiokinetic.
Further work
Meta / Oculus Studios · Samsung Harman · Sony · Heineken · Sensorium · Stonetek · Loodl AG · Mena Arts UK · Digimeals
The lab
A small team of PhDs with backgrounds in machine learning, DSP, applied AI and organisational psychology.
🇪🇺 We are based in the European Union
Cookie Policy · Privacy Policy · Terms and Conditions · LinkedIn
© 2026 Season3Group