What is Image Recognition?
Image recognition is an AI capability that analyses a photo and identifies what’s in it. In the field, that means a user takes a picture of a shelf, a display, an asset or a site, and Aforza automatically detects the items, counts them and checks them against what should be there. Manual counts and subjective judgements are replaced with consistent, evidence-backed data from every visit.
Recognition isn’t just about spotting objects; it turns a photo into answers. The diagram below shows how a single image moves from capture on the device, through AI detection and measurement, to KPIs and actions, all linked back to the visit record so every result is backed by the photo it came from.
Built to see what’s there, not just store the picture
Many field apps capture photos and leave them in a folder for someone to review later, if ever. Aforza is designed the other way round. Every photo is analysed as it’s taken, so the user, the manager and the business all get objective answers while there’s still time to act on them.
Results in the Visit
Recognition results come back while the user is still on site, so gaps can be fixed before they leave.
Works Offline
Photos can be captured and recognised with no signal, with results syncing back to Aforza when a connection returns.
Objective Data
The same AI applies the same standard to every photo, removing guesswork and inconsistency between users.
Evidence Built In
Every KPI links back to the photo it came from, giving managers and customers proof they can trust.
Inside Aforza Image Recognition
A photo is only as valuable as what you can learn from it. Aforza Image Recognition turns every picture taken in the field into structured, trusted data, whether it’s a rep checking a shelf, an assessor documenting damage or an engineer inspecting an asset.
See how users capture the right photo first time, how AI identifies what’s in it, how results become KPIs during the visit, and how managers review image results across every team and region.
Guided photo capture
The app guides users to take the right photo, with prompts on what to capture and checks on angle, framing and image quality.
Better photos mean more accurate recognition, so users get it right first time and never need to return for a retake. Photos can be captured with or without signal.
AI detection on every image
Within seconds, Aforza’s AI identifies each product, asset or condition in the photo and highlights it on screen.
Users can see exactly what has been recognised and what’s missing, so results are transparent and easy to trust, rather than a score from a black box.
Realtime insights & KPIs
Recognition results are turned straight into KPIs such as presence, counts, share of shelf, placement and condition.
Any gap against the expected standard is flagged on the spot, so users can fix it, raise a task or talk it through with the customer before they leave.
Image results across every visit
In the back office, managers see image recognition results across every visit, user, customer and region in one place.
They can filter by KPI, drill into any result to see the original photo and spot trends over time, turning thousands of field photos into a clear picture of performance.
Image recognition for every kind of field work
Wherever teams need to check what’s really there, a photo is the fastest way to find out. Aforza Image Recognition gives every user the same sharp eye, on every visit.
Consumer Goods
Reps check product presence, share of shelf, pricing and display compliance in every store.
Insurance
Assessors capture damage, vehicles and property, with AI identifying items and conditions for faster claims.
Utilities & energy
Engineers photograph meters, assets and installations to confirm condition, readings and safety standards.
Automotive
Brand teams check dealership stock, signage and vehicle displays against brand and compliance standards.
Frequently Asked Questions (FAQs)
What is AI image recognition in field sales and service?
AI image recognition analyses photos taken in the field and automatically identifies products, assets and conditions, replacing manual counts and checks with objective, evidence-backed data.
Does image recognition work offline?
Yes. Photos can be captured and recognised with no signal, so results are available during the visit. Everything syncs back to Aforza automatically when a connection returns.
How accurate is Aforza Image Recognition?
Accuracy depends on photo quality and how well the model is trained on your products or assets. Guided capture helps users take better photos, and models improve as more images are processed. Our customers typically see +97% accuracy.
What can image recognition measure?
Typical KPIs include product presence, counts, share of shelf, placement, pricing, display compliance and asset condition. The exact measures are configured around your standards.
Can managers see the photos behind the results?
Yes. Every KPI links back to the original photo, so managers, auditors and customers can see exactly where each result came from.
Take a Tour of Aforza Image Recognition
Step into a field user’s visit and see how a single photo becomes trusted data. Capture a shelf, watch the AI identify every item, review the KPIs and gaps, and see the results sync back to Aforza.