How Steady Rabbit Re-Engineered a Retail Shop-Management Suite in 18 Weeks—Driving
33 % Faster Stock-Turn,
2× Online GMV, and Sub-Second POS Performance
“Transform every small shop into a smart mini-warehouse & storefront.”
Ionic hybrid app, PHP Laravel API, MySQL single-tenant DB
Zadinga set out to “hand retail super-powers to every corner-shop.” Its beta app won critical praise, yet scaling beyond a few hundred outlets exposed painful gaps: manual stock imports, multi-second POS latency, and no pathway to e-commerce. The executive team needed a single cloud platform that would synchronise real-time inventory, omnichannel orders, and GST-ready billing—all while working flawlessly on low-end Android devices and limited bandwidth.
Steady Rabbit deployed a Core-Flex Micro-GCC squad and, across nine sprints, delivered a ground-up rewrite that:
Predictability mattered: the project finished two days ahead of plan, passed PCI quarterly scans with zero critical findings, and helped Zadinga close a ₹42-crore Series A round.
Retail SaaS start-up backed by 1K Kiranas & Anchit Capital
2020, New Delhi
“Transform every small shop into a smart mini-warehouse & storefront.”
Ionic hybrid app, PHP Laravel API, MySQL single-tenant DB
750 pilot outlets across Delhi NCR & Bengaluru
Home-grown ERP solutions ignore India’s 13-million micro-retailers. Zadinga’s beta proved appetite for a lightweight stock manager but fell short when shops demanded:
Missing these hurt retention: 40 % of trial stores churned within 60 days. Investors made funding conditional on a stable, scalable V2 launch in under five months
Hybrid app froze at checkout; p95 4.7 s
Lost customers & cashier frustration
CSV imports nightly; inventory accuracy 71 %
Overstock, dead capital, shelf-outs
No API to Shopify or WhatsApp catalog
Shops missed pandemic-driven online sales
Each store its own DB; ops nightmare
Scaling beyond 1 000 shops impossible
10-day SKU mapping via Excel & calls
Sales cycle > 6 weeks; CAC ballooning
Micro-GCC Squad Design
Outcome: backlog sized at 110 SP/sprint capacity, go-live date fixed for Week 18.
Buffer developer stepped in when a mobile engineer fell sick in sprint 6—velocity dip ,0 SP.
Stock-turn velocity +33 % – faster sell-through freed ₹9.8 crore cash across pilot stores.
Online GMV 2× within six weeks via Shopify & WhatsApp sync.
Inventory accuracy 98.7 % (↑27 pp).
p95 billing time 4.7 s → 0.82 s (5.7× faster).
Out-of-stock incidents −41 %, driving footfall loyalty.
Store onboarding 10 days → 72 hours; CAC reduced 19 %.
PCI DSS pass at first attempt; quarterly ASV scans show 0 critical weaknesses.
99.94 % availability first 90 days (committed ≥ 99.9 %).
Helped secure ₹42 crore Series A; term sheet cites “enterprise-grade, scalable tech stack.”
Predictability premium (≈ 7 % rate uplift) paid back in one sprint by avoiding a projected two-week slip that would have cost ~₹1.7 crore in lost GMV.
Added Data & Security SMEs in 48 h; Buffer bench absorbed leave with no cost.
Real-time capacity & risk analytics delivered 98 % sprint compliance.
Seven Plan-Left gates cut re-work 38 % while adding < 2 h per sprint.
Field visits to kiranas informed offline-first design & Fuzzy SKU mapping.
KPIs (stock-turn, billing latency, onboarding time) tied to squad incentives.
Weekly demos, Slack war-room, open burn charts—zero surprises.
Steady Rabbit turned our MVP into a production beast. Billing is lightning-fast, inventory is finally real-time, and our shops went online overnight. Their Micro-GCC model delivers speed and certainty.
