Solutions
Tech that answers. AI that recommends. A team that executes.
Three capabilities, one engine. We give you the data platform to ask questions, the AI strategy to know what to do, and the execution to make it happen.
01 · What is tech
The data platform
Tracks 4,500+ darkstores across 700+ pincodes, refreshed daily. MCP-native — ask in plain English inside Claude or GPT.
02 · What is AI recommendation
AI strategy
Across inventory, promos and ads — the engine reasons over the data and hands you the next best action, quantified in rupees.
03 · What is execution
Ad execution
We don't just recommend — we surface, recommend and execute. Decision authority stays with you; you sign off.
The data architecture
1 Data Every SKU, every darkstore, every platform — refreshed daily
2 Context Normalised across platforms into one model
3 Intelligence Root causes and rupee-quantified gaps
4 Answers Ask in Claude, GPT, or ShelfRadar
01 Tech
Technology — the data platform
Impact Deterministic answers in a constantly-changing environment.
→Tracks 4,500+ darkstores across 700+ pincodes, multiple times daily
→MCP-native — query in Claude or GPT
→API to data cubes
→Agentic answer engine
→Context & evals layer for cross-domain accuracy
02 AI strategy
Inventory — stock health → PO
Impact Dispatch quantity per WH, ready for KAM.
→SoH × DRR signals → ageing × velocity sensitivity
→Forecast-adjusted, transit-inclusive dispatch
→Proactive whitespace restock
→Approval-ready PO list: accept / reject / partial, kill candidates
03 AI strategy
Promos & Pricing — City × SKU × Platform
Impact 10–15% net margin recovery.
→Decode where discount drives volume vs leaks margin
→Brand-funded vs platform-funded split
→4-step pipeline: Revenue Decomposition → Pass-through → Rate Optimization → Causal (DiD)
04 AI strategy
Ads — better ROI, same budget
Impact Up to 30% lift on the same budget.
→Daypart-level ROAS visibility
→Wasted-spend ID in ₹/day, inside the cap
→D+3 attribution, not D+1
→Per-keyword keep / cut / bid-up / pull
→Bid-floor mapping
05 Execution
Ad Execution — we run it
Impact 20–25% uplift, hands-on.
→Deploy spend in the right places with the right strategy
→We surface, recommend and execute
→Decision authority stays with you — you sign off
100% pincode coverage. Enterprise-grade security.
AWS India regionRow-level encryptionBrand-isolated tenancyMutual NDADPDP-alignedSOC2 roadmap