TRADR LOOPIs the product visible?
Locate configured products, count visible facings and flag likely availability gaps.
FIELD INTELLIGENCE, IN ACTIONOne capture.
One capture.
A clearer field decision.
See how TRADR LOOP can connect shelf photos and video to computer vision, price and promotion observations, AI guidance and reviewable evidence.
ILLUSTRATIVE CAPABILITY DEMO • SAMPLE DATA
PEOPLE + TECHNOLOGYSee the work.
See the work.
Understand the next move.
Photo and video capture become more useful when they connect to a clear task, a configured standard and guidance the field team can act on.
VISION WORKFLOW DEMO ILLUSTRATIVE
Illustrative workflow • sample dataCOMPUTER VISION
Turn a field image into structured shelf evidence.
A configured product library can help locate products, count visible facings, estimate share of shelf and flag gaps for review.
Products mapped34
Shelf gaps3
Share of shelf42%
Example values show the type of output, not a customer result or accuracy claim. Share of shelf is observable from configured imagery; market share needs suitable sales or market data.
01
Capture
Photo or video linked to outlet, task and time.
02
Understand
Products, prices, facings, gaps and promotion.
03
Guide
AI assistance gives the rep the next useful action.
04
Prove
Review, recapture and accepted evidence close the loop.
WHAT BECOMES POSSIBLEAsk a better question
Ask a better question
of every field image.
What price is displayed?
Read shelf labels and promotional boards, then structure observed prices for review.
Did the promotion land?
Check agreed promotional material and placement against the campaign brief.
What should happen next?
Guide the rep to correct, clarify, recapture or escalate while the store visit is still active.
FROM DETECTION TO DECISIONVision finds the signal.
Vision finds the signal.
The operating layer decides what it means.
Explore five synthetic cases that show how captured evidence can become a clearer field task, management priority and verification question.
AVAILABILITY • SYNTHETIC WORKED EXAMPLE
An empty shelf is not always a supply problem.
Of 40 observed shelf gaps, 24 have accessible stock in store, 10 have no store stock and 6 still need a stock check.
Management move: Separate a permitted shelf task from a supply request before planning the route.
104 assessed outlets from a 120-outlet sample panel; 16 unassessed.PRICE & PROMOTION • SYNTHETIC WORKED EXAMPLE
A price flag is not yet a price failure.
Resolve the product, pack, sales unit, valid campaign and readable evidence before deciding whether the displayed offer differs.
Management move: Keep matches, confirmed issues, pack reviews and unreadable observations distinct.
104 price observations in the same synthetic assessed panel.MATCHED OUTLETS • SYNTHETIC WORKED EXAMPLE
A net improvement of two hides 26 changed stores.
The same criterion moved from 32 gaps to 30: 14 stores resolved, 12 new gaps appeared and 18 stayed open across all four visits.
Management move: Protect the resolved cohort, investigate the new cohort and give persistent stores an execution owner.
Matched-outlet comparison across 104 assessed outlets; unassessed outlets are excluded.32First visit
-14Resolved
+12New gaps
30Fourth visit
18 of the 30 current gapsPersistent across all four visits
DEPLOYMENT • SYNTHETIC WORKED EXAMPLE
Fifty tasks do not require fifty separate starts.
After readiness checks, 50 task candidates can be bundled into 38 outlet starts because some stores have more than one useful task.
Management move: Apply evidence and readiness gates first, then fit each alternative cluster scenario to the agreed objective and crew time.
Synthetic task times and fixed cluster travel allowances; this is not road-network routing or a measured cost saving.Alternative clusterTasksOutletsTime incl. travel
CBD30 readyTasks18Outlets9Time incl. travel239 min
Township18 readyTasks10Outlets10Time incl. travel229 min
Commuter2 readyTasks2Outlets2Time incl. travel89 min
Alternative clusterTasksOutletsTime incl. travel
CBD30 readyTasks28Outlets16Time incl. travel351 min
Township18 readyTasks18Outlets18Time incl. travel357 min
Commuter2 readyTasks2Outlets2Time incl. travel89 min
Alternative clusterTasksOutletsTime incl. travel
CBD30 readyTasks30Outlets18Time incl. travel377 min
Township18 readyTasks18Outlets18Time incl. travel357 min
Commuter2 readyTasks2Outlets2Time incl. travel89 min
Each row is an alternative cluster scenario for the selected window. Do not add the rows together as one route.
VERIFICATION • SYNTHETIC WORKED EXAMPLE
Completion is not the same as retained execution.
Of 18 hypothetical accepted corrections, 15 have usable revisits: 12 remain in place, 3 relapse and 3 are still unverified.
Management move: Show 80% retention alongside 83.3% verification coverage. Missing follow-up is neither success nor failure.
Hypothetical follow-up to the shared synthetic example; not observed delivery.Retained12Relapsed3Unverified3
80% retained among verified revisits83.3% verification coverage
VISIBLE IN CONFIGURED CAPTUREFacings • shelf gaps • displayed price • promo placement
REQUIRES SUITABLE BUSINESS DATAMarket share • rate of sale • sales uplift
Illustrative 120-outlet panel. Synthetic data, not customer results or live model inference. Missing, unusable or out-of-scope evidence is not treated as a zero or automatic failure. Share of visible facings is not sales market share. Configured rules and appropriate human review remain part of the workflow.
BUILT FOR A REAL PROGRAMME
Technology with a delivery standard.
The useful unit is not the image alone. It is the image connected to the outlet, task, timestamp, configured product set, review rule and next action.
The current field-capture and review workflow provides the foundation. Product recognition, price-reading and AI-assistant modules are configured to the category and brief; the public interface shows how those layers can work together. Computer vision supports observation, AI supports the field workflow and human review handles ambiguity and exceptions.
Bring an approved or anonymised sample brief and imagery. We can shape a capability demonstration around your category, channels and decisions.
Download the public trade-intelligence guideSEE YOUR BRIEF THROUGH A NEW LENSBring the shelf question.
Bring the shelf question.
We’ll map the workflow.
Want to test the approach in a defined cluster? Ask about the generic four-week, 50-outlet pilot example.