Your data, predicting forward.
Forecasting, scoring and anomaly detection — models trained on your data, measured on your outcomes.
Why it matters
Your history is full of patterns: which customers churn, which weeks spike, which transactions smell wrong. We build machine learning models that surface those patterns as predictions your team can act on — judged by business impact, not benchmark scores.
What we deliver
Forecasting
Demand, sales and load predicted so you stock and staff ahead of reality.
Scoring & Ranking
Leads, risks and priorities ranked by likelihood — attention where it pays.
Anomaly Detection
The unusual flagged early — fraud, faults, outliers.
Recommendations
Right product, right customer, right moment.
Our Process
How we work
Identify
Find the tasks where AI genuinely beats the current way — and skip where it doesn't.
Prototype
A working proof on your real data within weeks, not a slide deck.
Integrate
Wired into your actual tools and workflows, with humans in the loop.
Measure & Tune
Accuracy, cost and time-saved tracked — and improved — continuously.
Toolbox
FAQ
Common questions
How much data do we need?
Less than you fear — months of transactional history is often enough to start, and models improve as data grows.
How do we know the model works?
It's validated against held-back history before launch and tracked against real outcomes after — accuracy is measured, never asserted.
ML or a rule-based system?
Sometimes rules win, and we'll say so. ML earns its keep when patterns are too complex or shifting for rules to keep up.
Related services
Custom LLM Solutions
RAG pipelines and tuned models that answer from your documents — accurately, privately, with citations.
Multi-Modal AI
Images, documents, audio and text understood together — AI for inputs messier than plain text.
All AI & Machine Learning Services
AI agents, chatbots, automation and custom models that turn busywork into background work.