Fixed pricing rules can't keep up.
Pure ML pricing
cuts your margin.
A pricing system that combines your existing rules with machine learning (ML) software that learns from your data to spot patterns. Prices respond to demand and competition without ever crossing your minimum margin.
Yesterday's prices, in today's market.
Pricing teams know the rules are too rigid. They also know that handing pricing to an ML model they can't explain is a fast way to lose margin. So most companies stay stuck in between running spreadsheets, missing demand signals, and watching competitors move faster.
Static rules
Most Indonesian retailers update pricing logic quarterly. In a market where raw material costs and rupiah exchange rates shift daily, ninety-day-old rules bleed revenue.
Demand blindness
Zero real-time signals from POS transactions, foot traffic, or warehouse stock levels feeding into the pricing decision.
ML risk
Unchecked ML pricing can silently erode margins by up to three percent per quarter, chasing volume while nobody watches the bottom line.
Competitive lag
Indonesian competitors who reprice faster capture demand within days. A two-week lag compounds into lost market share every cycle.
Five steps.
Three of them always running.
Your pricing team keeps strategic ownership setting minimum margins, defining rules, approving sensitive changes. The ML layer reads the market, suggests adjustments within the boundaries you set, and learns from what worked.
The model can never ignore your margin rules. Your minimum is always enforced.
What your team actually sees.
Live dashboard, margin guardrails, demand signals, and pending approvals in one view.
Faster moves.
Protected margins.
4–8% revenue uplift
Demand-sensitive adjustments capture the opportunities that static rules miss every day.
Zero margin breaches
Automatic checks block any price below your set minimum. The model cannot override that rule.
Daily price refresh
Adjustments calculated every day instead of every quarter. The lag against competitors disappears.
Full strategic control
Pricing teams keep the steering wheel. The model proposes, humans approve, the system executes.
Send us your pricing rules.
We'll show you the moves you're missing.
A 30-day shadow run on your current pricing. We model what our hybrid system would have suggested, compare it to what actually happened, and report the revenue and margin difference before any live changes.
Free pricing assessment
We model a month of your pricing alongside our hybrid system and show you the gap with no impact to your live prices.
