Case study · 90-day pilot · Q1 2026
Vardaan is a Norvia Foods super-stockist across Punjab, Haryana and Western UP. 72 DSEs, 3,200 retail outlets, ₹42Cr annual secondary sales. This is what changed in 12 weeks.
The one-line result
+₹2.7Cr secondary sales
recovered in the pilot quarter
11 wk
payback
6.4×
first-year ROI
The four metrics that moved
Coverage
Premium mix
Hygiene score
Scheme leakage
The 90-day arc
Week 0
Contract & data lift
Master data from Botree DMS. 3,200 outlets, 140 SKUs, 4 scheme structures loaded and validated.
Week 1
Kickoff + ASM certification
Half-day cert for 6 ASMs. Train-the-trainer for 3 supervisors. Cockpit shadow on live beats.
Week 2
72 DSEs live
Dedicated + shared DSEs onboarded across 3 states. First scorecard cycle running in parallel with legacy.
Week 4
First payout on Aiera
40/25/20/10/5 scorecard replaces Excel. Hygiene gate withholds 4% of payout — recovered in cycle 2.
Week 8
WhatsApp order flow live
Retailers confirm orders on WhatsApp template. Distributor SLA drops from 4h to 8s to ERP.
Week 12
Steady state · pilot closed
Coverage, hygiene and mix all above target. Rollout expanded to 4 additional distributors.
Voice of the distributor
“We stopped guessing which beat was slipping. Aiera told us in the morning, not at month-end.My scheme leakage went from 6.8% to under 1% without a single hard conversation with a DSE.”
Amit Vardaan
Founder · Vardaan Distribution · Norvia Foods super-stockist
What we replicated to the next 4 distributors
The 2-week onboarding kit
Master data template, ASM cert deck, DSE walk-along script.
The hygiene gate on payout
Single biggest lever. Behaviour changes when the wallet does.
The morning huddle template
Live coverage board on the wall. 9:00am, 12 minutes, done.