Forecasting models
Predict demand, load or volumes month by month from your own history, with the accuracy checked against real outcomes before you rely on it.
Services
Custom AI and machine learning development
Forecasts trained on your own data, AI features inside the tools your customers and staff already use, and generative AI where it pays. We build it, put it in production and hand you the code.
What we build
AI that does a job in your business
AI inside your product
An AI step in a customer journey: a photo analysed in seconds, a recommendation from your own catalogue, the result written to your CRM.
Classification and anomaly detection
Models that sort, score or flag: which orders are at risk, which records look wrong, which customers to call first.
Generative AI and language models
Large language models applied to your documents and processes, connected to your systems through APIs, where they genuinely save work.
How we work
Five steps, from your requirements to a system you own
Every project runs the same way: brief, specification, implementation, deployment and handover. At the end you get the code, the documentation and the runbook, with no licence fees.
Technology
What we build with
Built with
- Python
- scikit-learn
- LightGBM
- PyTorch
- pandas
- NumPy
- FastAPI
- PostgreSQL
- AWS
Questions
Frequently asked questions
How much data do we need to start?
Less than most people think, as long as it is your real history. In the brief we look at the data you already have and tell you whether it can support a model, before any build starts.
How do we know the model works?
We test it against real outcomes it never saw. The Waze Cargo forecast was checked against the real shipments from January to May 2026: 91.5% accuracy.
Can it work inside the tools we already use?
Yes. Models are served through APIs, so results can land in your CRM, your website or a dashboard. In Alma Secret every analysis goes straight to the brand’s CRM.
Who owns the model and the code?
You do. At handover you get the code, the documentation and the runbook, with no licence fees.
Get in touch
Tell us what you need
Describe the problem and imagine the solution you want. We’ll come back with the right answer and the best product for you.