AI in production,
not in slides.
ProWin AI moves artificial intelligence from boardroom presentation to production reality. We embed predictive models into pricing, sales, procurement, and customer operations — connecting to the systems your teams already use.
The platform
The commercial
AI stack.
Three engines wired into the systems you already run — demand, pricing, retention. No notebooks, no science projects.
Demand Intelligence Engine
Predict what customers will buy, when, and at what price — across every SKU, segment, and geography. Models retrain automatically on fresh data.
Pricing Optimisation
Real-time pricing recommendations anchored to cost structures, competitor signals, and demand elasticity. Margins protected. Revenue maximised.
Lead Scoring & Churn Prediction
Score every opportunity and flag every at-risk account 60+ days before they stall or churn. Sales and CS teams act on ranked signals — not gut feel.
94.2% accuracy
↑ +2.1%
847 flagged
Live
12,400 active
Hourly
Last retrained 2 hours ago
Use cases
AI that ships to
production, not slides.
Three places ProWin AI shows up in the day-to-day work — pricing, pipeline, retention. All wired into your existing stack.
Autonomous Pricing
Dynamic pricing models that update hourly based on competitor signals, inventory levels, and demand curves. Margin guardrails built in.
Pipeline Intelligence
Every deal in your CRM scored, ranked, and annotated with next-best actions. Forecast accuracy improves as models learn your pipeline patterns.
Churn Prevention
Accounts flagged 60 days before churn with severity scores and recommended interventions. Retention workflows trigger automatically.
How it works
From data to production
AI in four weeks.
Connect, configure, validate, deploy. No proofs of concept that never ship.
Connect
Data connectors for your CRM, ERP, data warehouse, and external signals. Most environments are connected in under 48 hours.
Configure
Our AI team configures pre-built commercial models to your data structure, business rules, and KPI targets. No coding required.
Validate
A 2-week validation period compares model predictions to actual outcomes. We tune until accuracy meets your threshold.
Deploy
Models go live in your existing stack — pricing engine, CRM alerts, demand feeds. Full monitoring and drift detection from day one.
AI infrastructure integrations
Enterprise AI
From proof of concept
to production.
Our AI deployment team embeds models into your commercial stack with full monitoring, governance, and rollback capability built in. No experiments — just results.
Common questions