Rackcount

RFID stock counts as a monthly service for mid-size apparel chains

Enterprises IoT

TL;DR Rackcount tags garments at the warehouse and gives each store a handheld reader, so a full stock count takes an hour instead of days. Regional apparel chains with 10–80 stores pay a monthly fee per store plus a small charge per tag, with no upfront hardware bill.

The problem

Apparel stores carry thousands of items in many sizes and colours, and counting them by hand is slow and wrong often enough to hurt. A size the system says is in stock but isn't on the rack is a lost sale. Before RFID, Style Union, an Indian fashion chain, took seven days for a stock audit, and afterwards it took under 24 hours[1].

Big chains can afford projects like that. A regional chain with 30 stores in tier-2 cities usually can't, so it counts twice a year, closes stores to do it and lives with stock records that drift between counts.

The idea

The seed paired RFID with AI cameras on shelves. I dropped the cameras. Fitting vision hardware above every rack roughly doubles the bill, and a mid-size chain's first problem is simply knowing what it has. Cameras can come later if the counts prove their worth.

Here's how it works. Rackcount sets up tagging at the chain's warehouse or at its main suppliers, using standard UHF tags in the licence-free band, and each store gets a handheld reader. Staff walk the floor and back room once a week, and the count syncs to a dashboard that compares it with the chain's billing system. The software flags sizes missing from the floor but sitting in the back, and items the system shows that nobody can find.

The chain pays monthly and Rackcount owns the readers and swaps them when they fail. That turns a capital project into an operating cost, which is how mid-size owners prefer to buy anyway.

Who pays

The chain owner or operations head pays, and store staff use it. The assumed price is ₹6,000–12,000 a month per store plus ₹2–4 per tag, which you'll need to test since no public Indian tag price turned up. The buyer weighs it against lost sales from missing sizes and the cost of shutting stores to count.

Why now

India set aside a UHF band for RFID in 2005[2], and equipment in 865–868 MHz can now run without a licence within power limits[3]. The first Indian fashion case of end-to-end RFID was published in July 2026[1], which gives regional chains a local reference to point at. One global sports retailer's India stores have used RFID for inventory tracking for years[4].

Market signal

No public figure counts mid-size apparel chains in India or what they spend on stock counts. The evidence is in outcomes. That retailer credited RFID with part of an 11% sales rise and a 9% drop in shrinkage in 2014, with counts five times faster[4], and one Indian fashion chain's audits went from seven days to one[1]. Build your market bottom-up from a list of regional chains.

Who's already doing this

A global label maker and an Indian RFID integrator delivered that chain's rollout as a project[1]. Global tag and reader makers sell to big retailers through integrators, and the big sports retailer runs its own system[4]. The gap is a service for chains too small for a custom project - fixed monthly price, hardware included, running in a month.

How hard is it?

Difficulty Moderate (48/100)
Starting capital ₹1.2–2.2 Cr
Time to launch 6–9 months

The tags and readers are standard. The hard parts are tagging at source (suppliers have to play along), linking to dozens of different billing systems and getting store staff to count every week. You also carry the hardware on your own books.

Licences and approvals

You don't need a radio licence if your readers stay in the licence-free band, but the equipment must be approved.

  • Licence-free UHF band. WPC exempts RFID equipment in 865–868 MHz from licensing within power and bandwidth limits. Buy readers already approved for India, before deployment[3].
  • Model approvals. WPC first assigned 865–867 MHz to RFID in 2005, so older approvals may differ. Check each reader model before buying[2].
  • Company or LLP registration with the MCA and GST once over the threshold.
  • E-waste rules. Tags and readers become e-waste at end of life, so plan collection before scaling [Requires validation].

Building this outside India? The categories above usually have a local equivalent, so check with your own regulator.

How AI can power this business

  • Count reconciliation. Software compares each weekly RFID count with the billing system and ranks the gaps that matter most, so managers chase the right items first.
  • Floor gap alerts. It flags sizes sitting in the back room but missing from the rack, which is a direct fix for lost sales.
  • Shrinkage patterns. Over months, the data shows which stores, categories or suppliers lose stock most often.
  • Replenishment suggestions. Sell-through by size helps the chain decide what each store should get in the next transfer.

Don't trust AI conclusions about theft or staff blame. A count gap can be a tagging error, so a person should check before anyone is accused.

Want to work out the AI layer for Rackcount? Talk to Yash →

Biggest risks

Here's what can go south -

  • Tagging gaps. If suppliers do not tag reliably, counts are wrong and trust goes.
  • Staff discipline. Weekly counts slip when stores are busy, and the data goes stale.
  • Capital tied up. Owning readers across many stores strains cash before contracts mature.

Our take

I think this is a solid business for a founder with retail operations and integration experience who can sell to owners of family-run chains. If you want a pure software play then this isn't one. Prove one thing first - that a single 10-store chain sees stock accuracy above 95% and a measurable sales lift on sizes that used to go missing.

Questions founders ask

Plan for roughly ₹1.2–2.2 Cr over 6–9 months, since you own the readers and carry the tagging setup on your books.

Do I need a licence to use RFID readers in India?

No licence is needed in the 865–868 MHz band within power limits, but buy reader models already approved for India and keep the paperwork.

Can I start an RFID stock count service in another country?

Yes. The service model travels, but RFID frequency bands differ by region, so your readers and tags must match the local rules.

Download the kit

The free Rackcount validation kit has the line-by-line capital breakdown, the effort scoring, the radio and data checklist, a 14-day validation sprint with pass/fail targets, a 90-day launch plan, 10 interview questions for chain owners and store managers, and 5 assumptions to test. Download the kit →

Talk to Yash

Thinking about building Rackcount or something close to it? The make-or-break work is getting suppliers to tag at source and stores to count every week, and I've seen enough family-run businesses to know that part needs a plan. If you need a hand, you know where to find me. Talk to Yash →

Sources

  1. Avery Dennison, "Driving operational efficiency: India's first end-to-end RFID deployment in fashion retail", 2026-07. https://rfid.averydennison.com/en/home/news-insights/case-studies/rfid-case-study-apparel-style-union.html
  2. RFID Journal, "India Adopts 865-867 MHz for RFID", 2005-07-05. https://www.rfidjournal.com/?p=79099
  3. Certification India, "Revised SRRF Exemption List Facilitates Easier WPC Compliance for Wireless Devices in India", 2026-01-22. https://www.certification-india.com/en/revised-srrf-exemption-list-facilitates-easier-wpc-compliance-for-wireless-devices-in-india/
  4. RFID Journal, "Decathlon Sees Sales Rise and Shrinkage Drop, Aided by RFID", 2015-12-07. https://www.rfidjournal.com/?p=72293

For illustration only. Names are fictional and ideas hypothetical; sourced facts are real but may be out of date. Nothing here is legal, financial or professional advice, and Yash Khatri is not personally liable for any use of it. Read the full disclaimer.

Reviews

No reviews yet