Train your team to run AI, not fear it
Two kinds of training. For people: hands-on programmes that teach operations and finance teams to supervise agents, write SOPs agents can follow and read a solver's output. For models: extraction, classification and forecasting tuned on your own documents and history, with an evaluation suite so you know when they are good enough.
Held-out test set · scored on every change
The day, as it is
- AI pilots stall because the team does not trust the output
- Generic models misread your documents and your lane names
- No one can say whether the model got better or worse this month
Agents, engines and your people
Every unit of work passes through the layer best suited to it. Colour shows who is doing the work.
- 01human
Assess
We map the workflows, documents and decisions worth automating first.
- 02engine
Train
Models are tuned on your data and scored against a held-out evaluation set.
- 03agent
Deploy
Trained models go live behind the same approval gates as every agent.
- 04human
Hand over
Your team learns to supervise, evaluate and extend what was built.
What it does
Team programmes
Workshops for operations, finance and management on working alongside agents.
SOP to workflow
Your standard operating procedures turned into workflows an agent can follow.
Document models
Extraction tuned to your invoices, delivery notes and bookings.
Forecasting models
Demand and ETA models trained on your own history.
Evaluation suites
Test sets that score every model change before it reaches production.
Capability transfer
Documentation and coaching so the capability stays in-house.
The engines doing the maths
Classical optimisation, not guesswork. How it fits together
Demand forecasting
Gradient-boosted trees · seasonal decomposition
- Is our data used to train anyone else's model?
- No. Models trained on your data are yours and are served only to your organisation.
Bring us one lane. We will show you the difference on your own numbers.
A week of your orders, rates or invoices, run through Fero with your contracts and your carriers.