AI shouldn’t have to process everything.
Machines and AI products produce more data than models can afford to read. Blackbox trims it first, so AI gets what matters — for far fewer tokens.
One core. Spoken in your language.
Blackbox works the same way underneath. What changes is your data, your problems and your words. Pick yours.
Lower inference costs without changing your model.
Every prompt, document and chat history you send costs tokens. Blackbox trims them before they reach the model, so your margins grow with usage instead of shrinking.
Catch failures before the line stops.
Asset health across the whole grid.
From alarm floods to root causes.
Every vessel and truck, one clear picture.
Also exploring defence and critical infrastructure. Talk to us →
Everything produces more data than AI can afford to read.
Send all of it to a model and costs grow with every token. At scale, AI becomes too expensive to run — whether it’s watching a factory or answering customers.
Blackbox
The layer between your data and AI.
Before data reaches a model, Blackbox decides what to keep, what to shrink and what to drop. The model has less to read — and still gives the same answer.
Example from current internal testing. Not a universal benchmark.
Up to 71% fewer tokens in current testing — with the same output.
Results vary by data, model and task, and fewer tokens isn’t the same as 71% lower cost.
One core. Every platform builds on it.
Blackbox sits at the base. Industry platforms and applications are built on top. Select a layer to see what it does.
Every platform we build runs on Blackbox, so every improvement to the core lifts everything above it.
Proof it works on the plant floor.
Our predictive maintenance app, and the first product built on Blackbox.
Explore Atlas →- Reads machine signals
- Spots anomalies
- Catches failure patterns early
- Scores failure risk
- Recommends next steps
- Explains why
Smarter AI. You stay in charge.
Built for teams that can’t afford surprises — in production systems or on the plant floor.
Any model
Not tied to any AI provider.
Your data stays yours
Kept separate and never shared.
Full audit trail
See what the model received and what it said.
People decide
AI advises. Your team approves.
We started with the hard part.
Instead of building another dashboard, we asked: how can AI keep up with everything the world produces — and stay affordable?
The answer became Blackbox.
Atlas came next, built on top. Industry platforms for energy, telecom and logistics are what we’re building now.
More intelligence per token.
Get a free AI cost benchmark.
Send us a sample of your prompts. We’ll show you how much Blackbox trims from your workload.
Request a benchmarkTalk to us about industrial AI.
Tell us about your machines, data and systems. Our engineers will show you where Blackbox fits.
Talk to our engineers