Shelf intelligence · Built in South Africa

Give your field team
their time back. See your stores the same day.

Your reps do great work in every store. ClaroVision captures it from the photos they already take — and turns those photos into a clear picture of your shelves the same day, with no reports to write up that night. Less admin for your team, more time to sell and build relationships.

Send five photos, see your stores come to life
Live in a week Priced in rand POPIA by design Reads spaza shelves & menus

Why it matters, in numbers

Every shelf your team gets right is money on the table

An empty facing is a shopper who walked away — and a sale your reps could have saved. Here's what's at stake, and how big the opportunity is.

4–7.4%

of CPG sales lost to out-of-stocks — a chance to serve the shopper, missed

NielsenIQ / IHL Group
$1.7 trn

lost to out-of-stocks and overstocks a year, worldwide

IHL Group, 2024
R207 bn

SA's informal FMCG trade — 100,000+ outlets most tools can't see

Trade Intelligence, 2024
11.1 M

South Africans do their grocery shopping in this informal channel

Financial Mail / Trade Intelligence

How it works

One photo from your rep, a clear picture for everyone

A complete store visit is take pictures, done. No forms, no typing up the visit tonight. The app does the writing-up so your people can get on with the job they love.

Capture

The rep picks what they're shooting — a shelf, the storefront, or a menu / price list — and snaps it on any phone during a normal visit. One tap, any store. Photos queue offline and sync the moment signal returns, so a dead spot never stops the day.

Read

ClaroVision reads each photo and finds the brands, products, facings, prices and gaps — supermarket and spaza shelves alike. Every read carries a confidence score; the unsure ones go to a person to check, never a guess.

See & act

Share of shelf, out-of-stocks and outlet scores land on your dashboard the same day, keyed to your own codes. A confirmed empty facing is turned into a replenishment order, ready for your ERP. Everything exports to Excel.

What you get

Built for the people who walk the stores

Same data the big audit tools sell — a warmer way of using it. We capture the work, we don't police it.

Give their time back

The reporting writes itself. Reps get their evenings back and their day back for selling and serving customers — less admin, more of the work they actually came to do.

Make great work seen

Your team does brilliant, often invisible work in every store. Every photo becomes proof of it — visible to the people who should see it, and worth recognising.

Bring your vision to light

Scattered store reality becomes one clear picture of how your brand shows up — so the way you want your shelves to look stops being a hope and becomes something you can see.

Easy and human

Built for everyone — every age, every literacy level. One tap to capture, plain words on every screen, a help button on the rep's phone. Warm by design, never a stopwatch.

The difference

It reads the stores other tools can't — and more than just shelves

Legacy shelf AI was trained on perfect supermarket planograms. South African reality is 150,000 traditional-trade outlets — spazas and superettes with dense, unplanned shelves that defeat those models. ClaroVision reads shelves with no planogram and no months of training on your packshots, so it covers your whole route to market.

And the shelf is just the start. The same capture screen lets a rep choose what they're shooting, so the app captures the work wherever it happens — a packed shelf, the storefront, or a printed menu or price list read line by line into prices you can use. One app, any store, any format.

Why we built it

Built by people who lived the problem

We come from data and retail — years spent alongside field teams who do honest, skilled work in every store, then lose their evenings writing it all up by hand. The effort was real. The proof of it just disappeared.

Reps visit stores every day and take photos, and those photos just sit there. So we built ClaroVision to bring that work to light — turning the photos into answers the same day, in your own codes, for supermarket and spaza shelves alike, and giving your people their time back. Built in South Africa, for South African trade.

Your codes, your language

Reports you can act on immediately

Every report is keyed to your own material and store codes. Your analyst joins our export to your sales tables with one lookup on a code you already own — and your confidential numbers never leave your side. We share keys, not your data.

What we stand for

Our mission, vision & principles

Mission

Free your field team, and make their work shine

Turn every photo your team takes into a clear answer you can act on the same day — so your people spend less time on admin, more time serving stores, and their good work finally gets seen. At a price any company can afford.

Vision

The photo-to-data layer for industry

Retail shelves first — then anywhere the world must be inspected, counted and measured: warehouses, pharmacies, construction, infrastructure.

Data sovereignty is sacred

Your images and data are yours — isolated per customer, never training shared models, never leaking across tenants.

Outcome over technology

You buy answers — what's missing, what it's worth, what to do next — not bounding boxes. We ship workflows, not demos.

Model-agnostic by design

The vision engine is a pluggable part. We're never hostage to one AI vendor — "we can't use X" is a setting, not a lost deal.

Honest AI

Every result carries a confidence level. Unsure reads are flagged for a human — never silently guessed.

Earn it weekly

Monthly SaaS means we re-win your business every month. We ship improvements every week.

Run your own numbers

One point of recovered loss pays for it several times over

R5.0mRecoverable sales / yr
R1.1mClaroVision cost / yr
4.5×Return

Assumes the Growth plan at R1,249/rep/month. Industry studies put total OOS loss at 4–7.4% of sales; the default here recovers one point of it.

Pricing

In rand, on the page

CoreR699per rep / month · min 10 reps
  • Recognition + ALL detection data
  • Share of shelf, facings, prices, OOS
  • Dashboards & outlet scores
  • Excel / CSV exports
Start with Core
Growth Most popularR1,249per rep / month · min 25 reps
  • Everything in Core
  • ERP replenishment integration
  • Visit-scheduling engine
  • Custom KPIs · API · priority support
Book a Growth demo
EnterpriseCustomfrom R450k / year
  • Dedicated or in-your-own-cloud
  • SSO and SLA
  • Custom use-case templates
  • Onboarding services
Talk to us

60-day paid pilot · R27,500

One team, up to 25 reps, full Growth features. We agree two success criteria in writing before we start. Hit them and we credit the pilot fee to your annual contract.

Security & compliance

Your data stays yours

Isolated by construction

A separate database and storage per customer, with per-tenant keys. Cross-customer access is impossible at the code level. Deleted in full when a contract ends.

POPIA compliant

Faces in shelf photos are blurred on ingest, before storage. DPA standard, registered Information Officer. Your images train shared models only if you opt in.

Sovereign tier

For regulated industries we deploy the whole platform, AI included, inside your own AWS or Azure account. Your images stay in your tenant.

The team

Founder-led, agent-operated

ClaroVision is founder-led and run by a named team of AI agents. We build with the same technology we sell, and we think you should know that. Each agent works to a written charter; a human owns every customer-facing decision.

N

Nova

Market research — tracks the market, the competitors, and where photo-to-data goes next.

V

Vera

Product & engineering — owns the platform, uptime, and the rule that your data stays yours.

E

Eli

Sales — runs the live demo: your photos analysed in a 20-minute call.

No prep · no commitment

See your own stores come to life this week

Send us five photos from any store, taken on any phone — a shelf, a storefront, or a menu. On a 20-minute call we show you your share of shelf, your gaps, and the work your team has been doing all along.

hello@claro.vision · book the demo

avg analysis time on a live call: 9 seconds per photo

Talk to us