The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Making-charge realisation and discount discipline.
Jewellery & Gems
Making-charge realisation and discount discipline
Making-charge and wastage are negotiated piece by piece on the counter, and every discount erodes a margin the owner cannot see until year-end. Because the gold is a pass-through, the real earning is a thin sliver of making-charge that disappears quietly into a giant gold-turnover number. A salesman's habit of shaving making-charge to close a sale, repeated across thousands of bills, is the single biggest front-office leak in retail jewellery, and nobody is watching it bill by bill. In jewellery the calendar is the demand: Akshaya Tritiya, Dhanteras and Diwali, the wedding season, Onam and Pongal in the south. Festival spend is poured into vanity reach with no line back to footfall or high-ticket conversion, so the owner cannot say what a rupee of festival marketing actually brought in. For custom and bespoke orders, the design-to-quote-to-karigar-to-delivery cycle is slow and manual, and a mis-quoted gold weight or a quote that takes days loses the order or the margin. The gold, stone and making cost is built up by hand off a rate that has already moved.
Who has it
Retail jewellery showrooms most of all, the wholesalers and bullion dealers and the gem and diamond exporters when finished or studded goods are quoted, and the karigar and job-work units where they quote direct on custom and bespoke orders.
What we build
The policy is made explicit: a standard making-charge matrix by design category, weight band and purity, and a clear discount-approval ladder with an approval gate on any bill below the floor. On top of it, a realisation view of what was actually realised versus the rack rate, rolled up by salesman, counter and design, with an alert the moment a bill breaches the floor; the realisation view is a live-dashboards component. A local campaign engine timed to the firm's own occasion calendar, with each campaign tied back to footfall, enquiry and high-ticket conversion, so festival spend is measured against what it returned rather than against reach, sits alongside the bridal follow-up tracker. And a custom-order tracker that links the quote to the karigar job-card and the delivery date, with the gold, stone and making cost computed automatically off the live rate; the tracker is a custom-apps component.
What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for Making-charge realisation and discount discipline; it never owns the number, the approval, the promise or the decision.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
The silent counter discounting becomes visible and controlled; making-charge stops leaking below the floor; the owner finally sees realised making-charge by salesman and design instead of one blended year-end number. Festival spend is timed to the occasion calendar and measured to outcome; the owner stops funding vanity reach and funds what converts. Bespoke quotes go out in minutes off a current rate instead of in days off memory; fewer custom orders lost to delay or a mis-quoted weight; the quote ties to the karigar job and the delivery date.
Illustrative outcome
Realised making-charge improved by a meaningful share on a making-charge-thin business, most of it straight to net profit, evidenced from the firm's own bills. Better-converting festival spend with a visible return per campaign. Faster bespoke quote turnaround and fewer custom orders lost to delay. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
How this one gets built.
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
Related builds
What tends to pair with this one.
Same industryApproval gates on gold, stock and creditSee what we buildSame industryAsk your data in plain EnglishSee what we buildSame industryHallmarking, HUID, GST and cash-limit complianceSee what we buildAgri-Inputs & AgritechEnquiry-to-sale pipeline with finance and subsidy follow-upSee what we buildAuto Components & AncillaryFaster, more accurate quoting / revenue operationsSee what we buildAutomotive DealershipsRevenue operations: true acquisition cost and quote disciplineSee what we build
Find the one build worth funding first.
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.