Case study · Manufacturing
Uday Structurals — how we stopped a manufacturer losing dealers to slow replies.
A structural engineering and manufacturing business with 40 years behind it. Everything we build runs here first — before any customer sees it.
Response time
Recovered from aged inquiries
Founder hours saved / week
New business closed (12 mo)
Before
The reality before.
The founder was the only one replying to enquiries. Dealer messages waited 6 to 48 hours for an answer. Old enquiries (3+ weeks) sat forgotten — real money, going nowhere. And keeping track of it all ate 4 to 6 hours of his week.
- Inquiry response time: 6–48 hours, depending on which channel.
- Aged inquiries 3+ weeks old: stuck in the CRM, never followed up.
- Quotation turnaround held up by manual ERP entry.
- No single source of truth for pipeline — three spreadsheets, two CRMs.
- Operations review took 4–6 hours per week of manual reporting.
Built
What got built.
A four-layer system. Lead capture across every channel the business actually receives inquiries through. Sub-60-second AI first-touch with manufacturing-specific qualification. Quotation automation wired to the ERP. Unified pipeline dashboard the founder reads on Monday morning without explanation.
- Lead capture across every inbound channel + missed-call recovery.
- AI first-touch: sub-60-second response, vertical qualification logic.
- Quotation engine: tied to ERP, auto-routed to the right rep.
- WhatsApp follow-up sequences with conditional branching.
- Unified pipeline dashboard + weekly ops report automation.
After
What changed.
Operations stopped slipping. The team stopped chasing. The founder stopped being the bottleneck on quotation approvals. Most importantly — the operation started running on the system, not on memory.
- Response time collapsed from 6–48 hours to under 60 seconds across all inbound channels.
- Roughly $1.2M (₹10 crore) of new business closed in the first 12 months via the instant-response system.
- Roughly $600K (₹5 crore) recovered from aged inquiries that had been sitting untouched in the CRM for 3+ weeks.
- Founder reclaimed approximately 25 hours per week of manual response work.
- Quotation turnaround compressed from days to hours.
- Single unified pipeline dashboard — no more spreadsheet reconciliation.
Pattern underneath
What's really happening here.
Most manufacturing businesses don't lose deals because they're slow at building. They lose deals because the inquiry was never captured cleanly, the rep was never told fast enough, and the quotation lived in a different system from the conversation. The system we built collapses that gap.
- The gap between knowing and doing is operational, not technical.
- The cost lives in seconds at every handoff — not in headline metrics.
- Built around the tools they already used. Nothing to switch.
- The system does the work — so the team doesn't have to.
“
Operational realism is not a slogan here. It's the test environment.
Uday Patil, Co-Founder · Business & Network
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