The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for leak and recovery detection.
General Manufacturing
Leak and recovery detection
The factory is profitable on paper but quietly leaks rupees through hundreds of small mismatches nobody has time to catch: price drift versus a rate contract, duplicate or double payments, quantity mismatches, missed volume rebates, unchecked job-work and freight bills. The leak is real money, in their own data, and recoverable with evidence.
Who has it
Across all segments, sharpest in assembly shops and contract units that are bought-out and packaging heavy. Procurement and vendor-invoice leakage is usually the sharpest first wedge in this sector.
What we build
A sweep across the client's own records (POs, GRNs, invoices, rate cards, job-work bills) that surfaces money already lost or about to be, with a line-level trail, then a recurring sweep that keeps catching leaks every cycle. This is the read-only "find the money in your own data" demo that lands the first build.
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 leak and recovery detection; 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
A quantified, line-level recovery report, then a recurring sweep that keeps catching leaks. A recovered-rupee figure from price drift, duplicates and quantity mismatches, auditable to the client's own records.
Illustrative outcome
A quantified, line-level recovery report, then a recurring sweep that keeps catching leaks. A recovered-rupee figure from price drift, duplicates and quantity mismatches, auditable to the client's own records. 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 industryAnomaly and exception alertsSee what we buildSame industryApproval workflowsSee what we buildSame industryAsk your data in plain EnglishSee what we buildAgri-Inputs & AgritechScheme, claim, near-expiry and leak recovery sweepSee what we buildAgri-Processing & CommoditiesLeak and cost-visibility sweep: purchase, yield, by-product, energy, positionSee what we buildAuto Components & AncillaryLeak and recovery detectionSee what we build
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