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.
Renewables & Solar EPC
Leak and recovery detection
The solar firm is profitable on paper but leaks rupees through mismatches nobody has time to catch, and the leak has a different face per segment. For a manufacturer or an EPC contractor it is the procurement leak: cell, module, inverter and BOS bills above the agreed rate, short quantities, off-spec material paid at on-spec rate, freight overcharges. For a developer it is the DISCOM and offtaker receivable: power generated and invoiced but not paid, or paid short, with cash aging for months. For an O&M operator it is generation and SLA recovery: generation lost to soiling and downtime that should have been billed or penalised, and SLA credits owed. Because hardware and generation are most of the value, the leak here is large in absolute rupees and is the client's own money with a line-level trail.
Who has it
Every segment has it; this is the universal entry wedge. It is heaviest as a procurement leak for module, mounting and BOS manufacturers and rooftop and C&I EPC contractors, and as receivables and generation-loss recovery for utility-scale project developers and O&M and asset-management operators.
What we build
A read-only sweep across the firm's own records, purchase orders, GRNs, invoices and rate cards for manufacturers and EPC contractors; invoices, PPA terms, generation data and DISCOM payment records for developers; generation, SLA targets and AMC terms for O&M operators, that surfaces money already lost or about to be, with a line-level trail, then a recurring sweep that keeps catching leaks each cycle. This is the read-only "find the money in your own data" Diagnostic demo, and in solar it starts at the procurement bill for manufacturers and EPC contractors, the unpaid receivable for developers, or the lost generation for O&M operators.
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. This is the safest and most provable first paid win. Illustrative: a developer reconciled generated-and-invoiced power against DISCOM payments and surfaced months of short-paid and aged receivables, all auditable to its own records. Illustrative; final numbers come from your own data.
Illustrative outcome
A quantified, line-level recovery report, then a recurring sweep. This is the safest and most provable first paid win. Illustrative: a developer reconciled generated-and-invoiced power against DISCOM payments and surfaced months of short-paid and aged receivables, all auditable to its 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 industryGeneration, performance-ratio and soiling-loss monitoringSee what we buildSame industryApproval workflowsSee what we buildSame industryRun the net-metering, interconnection and subsidy file to a systemSee 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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