Predictive control
World Models (JEPA) extract the 'Store DNA' from receipts. A Reinforcement Learning agent plays out virtual scenarios to identify the optimal action.
Strategic Retail Control — Digital Twin V17
Stop guessing. Engineer the physics of your store.
OptiGrade delivers a next-generation intelligence layer for retail strategy. Our Digital Twin simulates thousands of 'What-If' scenarios before a single dollar of capital is deployed.
What V17 does
From ledger to simulator.
Legacy ERPs record the past. V17 models the future — pricing, exposure, and assortment stress-tested inside a World Model before any real capital is moved.
Differential yield management
Move from binary listing to continuous Exposure Management. Golden Triangle space is dynamically allocated to maximum-margin impulse items.
Dynamic price synergy
Local agents build real-time elasticity curves, expanding margin where traffic is inelastic and driving volume where a fractional discount pays off.
Capital protection auditor
Mathematical vetoes block kickback SKUs, bonus hoarding, and subjective real-estate calls. Every decision is stress-tested and logged.
Latest briefings
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Applied research and product notes from the V17 team. No noise.
Under the hood
Our Technology
Four layers of engineering turn raw receipts into strategic control of your store.
A World Model that understands retail physics.
Instead of approximating historical data, V17 learns the causal mechanics of the shelf. Hidden states capture latent demand, cannibalisation, and halo effects, while smooth exposure masks model how visibility continuously shapes conversion.
- Latent hidden states encode true store dynamics, not surface correlations
- Smooth, differentiable exposure masks replace binary listed/not-listed logic
- Causal structure keeps counterfactuals valid outside historical ranges
Request a briefing
Ready to engineer your store? Let's talk.
Confidential briefings for owners and top management. We reply within two working days.
- info@optigrade.eu
- Office
- Malaga / Remote