Flow Dynamics — On-prem AI for UK transport operations

The offer

AI hardware deployed to your site. Models built on your data. 30 days to prove the value.

We ship hardware, plug into your operational systems inside your network, and surface where cost is actually leaking. At the end of 30 days, you decide what happens next.

Where

Inside your network

Data

No cloud upload

Price

£10,000 fixed

The problem

Transport systems usually aren't broken. The cost is just harder to see.

Dashboards. KPIs. Reports. Constant monitoring. Constant explanation. Most operators don't have an information problem. They have a decision problem.

The expensive issues usually sit underneath the reporting:

01Fleet allocation logic
02Route assumptions
03Load under-utilisation
04Planning rules no one has properly retested

That's where transport cost hides.

Proven inside live operations

Numbers from real transport engagements.

None of this is theory. These are measured improvements surfaced inside operating transport businesses, against their own data, on their own infrastructure.

6.9%

Improvement in fleet allocation

4.6%

Optimisation in route logic

35.9%

Improvement in truck load efficiency

Flagship engagement

Fleet allocation analysis.

£1,387,000Potential variance identified

"A 6.9% improvement opportunity uncovered in fleet allocation logic — no system replacement required."

The customer's planning systems weren't broken. The allocation rules underneath them just hadn't been retested against current operating reality. The model found it. The team acted on it.

30-day engagement

How it works.

Week 1 · Deployment and scoping

Hardware on site. Connected to your systems.

We ship the AI hardware to your site, deploy it on your network, and connect to your operational systems. The analytical focus is agreed with you up front — we don't guess at what matters.

Weeks 2–3 · Modelling and analysis

Models built. Findings start surfacing.

We build AI models against your data and run them inside your network. Early findings start surfacing within the first 14 days — you see what the model is seeing as it sees it.

Week 4 · Findings and decision

Validated findings. Quantified opportunities.

A clear view of what continuing looks like. You decide whether to keep the AI running, extend the engagement, or stop. No system replacement. No data egress. No long integration project.

What you get

A validated AI system. On your data. On your terms.

Working on-prem AI, deployed on your infrastructure, trained on your operational data. Findings that surface where operational cost hides — across fleet allocation, route logic, utilisation, and untested decision rules.

No cloud dependency. No drawn-out integration. No commitment beyond the 30 days.

At the end of 30 days, you have a validated AI system running on your data, clear findings in hand, and the choice of what to do next.

Where it's worked before

Operators who've felt the difference.

Before working together, a lot of our time went into reconciling systems and explaining numbers rather than acting on them. The work helped quiet that down. Decisions became clearer, and day-to-day operations now run with far less friction.

Sally Cutler

Operations Director · Brunel Group

We were carrying a lot of operational effort just to keep things aligned. The outcome wasn't more tooling; it was fewer checks, clearer signals, and a system we could trust without constant intervention.

Mark De Bruin

Networks Manager · Investec

We expose hidden cost in UK transport operations.