forecasting / 01
See demand before it lands.
Predict sales, occupancy and raw material demand with models trained on your own history, calendar effects and seasonal patterns.
MODEL_DEPLOYMENT / UK
Predictive modelling for working systems
Custom AI model deployment
AI forecasting, scoring and alerts built for your business.
Off-the-shelf algorithms cannot read your business. We build models around your operational data, then place them inside the tools your team already uses.
Demand planning learns seasonal patterns. Lead scoring follows your actual won and lost history. Anomaly detection adapts to what normal means on your site.
Discuss a pilot model
Three-week validation sprint
model_registry.log
live
01 model = demand_forecast
02 input = seasonal_sales + stock
03 output = next_90_days
04 status = validation_required
05 deploy = existing_database
06 model = lead_scoring
07 input = won_lost_history
08 output = conversion_probability
09 model = anomaly_detection
10 input = operational_baseline
11 output = alert_with_context
hover to inspect use cases
40+models deployed in UK sectors
>92%anomaly accuracy within three weeks
Your choiceyour infrastructure or UK hosting
01 / operational use cases
Models that solve real operational headaches.
The right model answers one expensive question clearly. It gives your team a decision they can act on today.
lead scoring / 02
Give sales the next best lead.
Rank every enquiry by its probability of conversion using your actual won and lost records. The queue gets sharper.
churn prediction / 03
Spot accounts drifting away.
Flag risk weeks before a customer leaves. Your account team sees the signals, the timing and the reason.
anomaly detection / 04
Catch the strange early.
Find plant failures, stock discrepancies and suspicious patterns in real time, with alerts that carry useful context.
demand planning / 05
Turn prediction into a working plan.
Align procurement, staffing and production schedules automatically. The output belongs in the planning tools your people already open.
02 / control by design
Deployed securely, owned by you.
Your data stays where your security team expects it. Every model has a clear owner, a measured output and a route back to the source.
Fits beside legacy systems.
We containerise each model so it can run beside your existing databases, applications and reporting stack.
Data stays in your tenancy.
Data never leaves your environment unless you choose our UK-hosted managed service. The boundary is yours.
Accuracy gets a sign-off.
Your team verifies the output during a validation sprint. We agree the accuracy KPI before deployment.
03 / measured outcomes
From pilot to profit in weeks.
The first model should earn its place quickly. These pilots show what a focused prediction can change.
Marine Harvest / fish processing
30%
less waste
Anomaly detection identified process changes early enough for the team to act before product was lost.
before: late-stage waste → after: earlier intervention
Devon Construction / materials
15%
less concrete over-order
Demand forecasting gave procurement a clearer view of upcoming requirements and reduced surplus on site.
before: broad estimates → after: data-led ordering
04 / choose the first model
What prediction matters most to your bottom line?
We’ll select a high-impact pilot and build it on your data in three weeks. The work is governed by a mutually agreed accuracy KPI.
+44 7457 161157
[email protected]
Discuss a pilot model
Secure AI solutions for UK operations