Built by retail veterans, not by AI. LTEA Scout closes the gap between what your systems report, what your planogram defines, and what's actually happening in the field — across stores, properties, restaurants, and clubs.
Your ERP says you have stock. Your planogram says where it goes. Your KPIs say everything's on track.
Then a customer walks out empty-handed. Three guests skip breakfast because the buffet was cold. A franchisee delivers something that's not on brand — and nobody notices until the Yelp review hits.
This is the gap between system reality and field reality. It's where revenue leaks. It's what we measure.
Not a generic checklist. Real operations need real inputs. Choose the observation areas that matter for your operation, weight them, set the rules.
Pending review. Submitted. Needs revision. In progress. Completed. Rejected. Every mission moves through a real workflow — with cover stories, deadlines, and accountability at every step. This isn't a checklist app. This is operations.
When scores slip, action plans generate automatically. Assigned to the right person. Verified by the next mission. This is where the rest of the market stops.
Auto-generated when location entered WATCH band. Assigned. Tracked. Closed.
Same closed-loop method. Different things we verify. Each engine built for a specific kind of truth your systems can't tell you.
AI-verified storefronts and window displays — what your customer sees before they walk in.
Item-by-item photo vs. master planogram. Brand-paid placement, verified.
OCR-scanned expiration dates. FIFO compliance. Stockout traceability.
Promo execution, signage placement, ROI per campaign — verified by scouts, not photos uploaded by store managers.
Service quality scored at the human moment that actually drives revenue — by named employee, by station.
Anonymous scouts, panic-button SOS, evidence trail. Shrinkage caught before it shows up in the P&L.
Different industries. Same problem. Same loop.
Verify your products at the shelf. Not what the retailer tells you. What's actually there.
See execution across your network before the customer does.
Enforce brand standards without flying to every unit.
Prove you're executing before HQ has to ask.
We saw the gap between dashboards and reality from the inside — as operators, as consultants, as the people who had to explain why same-store sales dropped without a clear answer.
We saw mystery shopping firms charge $1,500 per visit and deliver a PDF four weeks later. We saw image recognition platforms count SKUs but miss every human moment that actually drives revenue. We saw consultants build beautiful frameworks that nobody could execute.
So we built what we always needed: a platform that verifies what's true, surfaces what's slipping, and generates the plan to fix it — before the next quarter makes the problem visible to everyone else.
LTEA Scout is what 30 years of operational scars look like
when you finally have the tools to build the answer.
Not a polished demo. Not a sales call. A 20-minute walkthrough of the platform with the people who built it — and a direct answer to whether it fits your operation.
📅 Schedule a walkthrough →