Optimum Retailing
What if every store performed like your best store?
Optimum Retailing captures real execution and performance data from every store, automatically optimizes planograms based on what’s working, and closes the loop by feeding learnings back to planning teams.
We turn intelligence into action & lift performance across every store.
Your planning systems define the intent. What actually happens in stores — how products are placed, how plans are executed, what’s driving performance — that’s where the gap is.
Optimum Retailing closes it. We measure execution at the store level, understand what’s working, and automatically optimize planograms so every location improves. Those learnings flow back to planning — making future assortment, allocation, and space decisions sharper.
The result: self-optimizing stores that scale improvement across hundreds or thousands of locations — less variance, better sell-through, more return on planning investments — without adding operational burden.
Why Clients Work With Us
Optimum Retailing closes it. We measure execution at the store level, understand what’s working, and automatically optimize planograms so every location improves. Those learnings flow back to planning — making future assortment, allocation, and space decisions sharper.
The result: self-optimizing stores that scale improvement across hundreds or thousands of locations — less variance, better sell-through, more return on planning investments — without adding operational burden.
Self-Optimizing Stores
Generate store-specific planograms in one click — aligned with your business objectives and real-time inventory.
Plan at the cluster level, execute at the store level — AI adapts to each location’s real fixtures and inventory
See where stores are over-assorted, under-supported, or sitting on products they can’t even display
Spend less time on fire drills and last-minute overrides
AI learns from your stores — fixtures, inventory, sales, execution — and gets sharper with every cycle
For HQ
For Store Teams
Planograms update automatically as inventory changes, so fixtures never go empty
Stores only get instructions they can actually execute — no guessing, no improvising
Fewer conflicting messages, fewer “drop everything and fix this” moments
The Result?
Stores that continuously adjust within the guardrails you set — improving sell-through, reducing markdowns, and protecting margin across apparel, CPG, and grocery.
Stores that optimize themselves.
Generate store-specific planograms in one click — aligned with your business objectives and real-time inventory.
Team Productivity
We replace PDFs, scattered emails, and disconnected tools with clear, store-specific direction.
Store-specific planograms instead of generic PDFs — know exactly what to do, where, and when
Interactive store maps and digital twins that connect products, fixtures, and tasks visually
Alerts and task prioritization driven by inventory arrival, promotions, or execution gaps
Photo AI validates execution in near real-time — no store walks required
Level of Effort scoring shows how long a task will realistically take before it’s assigned
Shelves stay full even when inventory changes unexpectedly
For HQ
For Store Teams
Know that execution actually happened — without audits or store visits
Less time chasing reports and exceptions
One consistent execution language across regions and formats
The Result?
Store teams spend less time figuring out what to do and more time doing what drives sales — while HQ gets visibility, consistency, and confidence at scale.
Teams focused on what actually matters.
Frontline teams don’t fail because they don’t care — they fail because they’re overloaded, under-prioritized, and asked to execute blind.
Automated Improvements
Optimum Retailing turns stores into learning systems by continuously moving data between execution and planning.
Our platform continuously diagnoses:
Is performance down due to inventory, assortment, placement, execution, or promotion?
Are stores receiving the wrong depth, too many SKUs, or assortments they can’t physically support?
Did a promotion fail because it was poorly planned — or because it wasn’t executed correctly?
Closed-loop feedback feeds execution results into future assortment, allocation, and clustering decisions
Promotions are analyzed with execution context, not just sales spikes
Fewer decisions based on incomplete or misleading data
For HQ
For Store Teams
Fewer reactive changes driven by assumptions
Clear, prioritized fixes instead of conflicting instructions
Less rework, fewer “undo / redo” resets
The Result?
Store teams spend less time figuring out what to do and more time doing what drives sales — while HQ gets visibility, consistency, and confidence at scale.
Fix what isn’t working — automatically.
Most retailers know something is broken – but not why, where, or how to fix it at scale.
Scaled Localization
We separate decision authority (HQ) from execution intelligence (AI) to deliver store-level precision across thousands of locations. Here’s how:
HQ plans at the cluster level using existing systems
AI refines clusters continuously based on sales, climate, demographics, and shopper behavior
Stores execute with guidance adapted to their physical reality
Support partial rollouts — priority categories or 30% of the store — without forcing full-store complexity
Roll out consistently across countries, even where formal planograms don’t exist today
Localization without fragmentation
No increase in planning or store support headcount
Clear visibility into performance by cluster, category, and fixture
For HQ
For Store Teams
Fewer one-off exceptions
Direction that actually reflects local reality
Faster execution with less friction
The Result?
Store teams spend less time figuring out what to do and more time doing what drives sales — while HQ gets visibility, consistency, and confidence at scale.
Scale localization without adding headcount
Localization usually breaks at scale — unless nuance is automated.
Integrations
We connect to your existing systems — sales, inventory, ERPs, product data — and put them to work together. Automation generates store-specific planograms, validates execution with AI, and tracks what was placed, where, for how long, and how it performed.
Those insights flow back into your planning tools, making every cycle more precise. Your systems stay in place. Ours makes them work harder.
Connect existing planning systems to real store execution — no duplicate data entry
Get insights that feed directly back into allocation, assortment, and clustering decisions
Add capabilities without adding headcount or overhauling your tech stack
See what’s actually happening across locations without building custom reports
For HQ
For Store Teams
Receive instructions built from real inventory and fixture data — not generic plans
Spend less time translating HQ direction into what’s actually doable
Get clear, prioritized guidance that reflects what’s on hand today
Focus on execution, not workarounds
The Result?
Store teams spend less time figuring out what to do and more time doing what drives sales — while HQ gets visibility, consistency, and confidence at scale.
Works with what you’ve got.
Localization usually breaks at scale — unless nuance is automated.
Realgram AI
Usher in a new retail era with AI-powered planograms.
Generate store-specific planograms in one click — aligned with your business objectives and real-time inventory.
The next revolution in visual merchandising is here.
Realgram AI is the smarter way for your teams to make a greater impact with less effort.
At OR, we’ve taken the guesswork out of merchandising with the industry’s first AI planogram solution that integrates directly with retailers’ ERP systems. So you can design planograms that deliver on business goals and match the available inventory in each location.
Avoid empty displays.
Unlike static planograms, Realgram AI uses real-time, store-level inventory and capacity to ensure accurate displays every time.
Champion performance goals.
AI automatically generates planograms that align with your business objectives to help maximize profitability at every store.
Analyze and enhance performance by tracking sales at the store, zone, and fixture levels.
Be a sustainability leader.
Avoid overproduction and overallocation and minimize your environmental impact. Save costs, reduce waste and win sales.
Featured Technology for Realgram AI.
Precision Merchandising
Automated Photo Compliance (APC)
Boost store compliance during Realgram AI execution, without endless manual checks.
Store-Level Capacity
Ensure stores are neither overfilled nor understocked, fostering an efficient and sustainable retail environment.