Every story below happened on a real floor, with a real team. The floor, the move we made, and the number that changed.
every one of these has a name and a phone number behind it ☎️
The floor: RFQs crawled through inboxes for six days while suppliers waited.
The move: one agentic workflow — quote, compare, escalate — humans only where judgement matters.
−70% manual effort, same team.
The floor: the system said in-stock, the shelf said no — 93% accuracy and falling.
The move: a six-week rebuild — cycle counts, layouts, and exception loops the floor actually runs.
Inventory accuracy, held for months.
The floor: pickers walked more than they picked, and nobody could see it.
The move: slotting redone from order data, metrics put on the wall, reviewed standing up.
Cost per order down 18% across the cluster.
The floor: zero AI in production — but plenty of decks about it.
The move: a six-week build cohort — every squad ships a real agent, human-in-the-loop by design.
Shipped to production, still running.
30 minutes. You talk, I ask annoying questions, we decide if there's a fit.
Your data or your team's skill gaps — a curriculum plan or an audit scope in writing.
Priorities ranked by ₹ impact vs effort. You could take it and run — most don't.
Weekly check-ins, working outputs, no 90-slide decks that nobody opens twice.
One question, one hour, one plan. Recording + action list included.
book it → Ops / AI auditfrom ₹75,00060-point audit, ₹-ranked leak map, 90-day fix roadmap.
book it → AI training cohortfrom ₹25,000 / seat6-week cohorts. Your team ships real agents & automations.
book it → EnterpriseCustom quoteMulti-site audits, network design, embedded advisory — India + UAE/GCC.
talk to me →In 4 weeks our ops team shipped 3 working agents to production.
HEAD OF OPERATIONS · SUPPLY CHAIN STARTUP, BENGALURUOutbound SLA went from 91% to 99% within a month of the redesign.
HEAD OF SUPPLY CHAIN · TIER-1 QUICK COMMERCE, INDIARare to find someone who understands both operations and AI equally well.
CO-FOUNDER & COO · D2C BRAND, DELHI NCRWarehouse floors, dark stores, motherhubs, last-mile hubs, control towers — then AI cohorts, RAG deployments and agentic workflows. I've done both. That's why I can teach one and fix the other.
"I don't sell decks. I sell working things — trained teams, shipped agents, floors that hit their numbers."