The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Faster, more accurate project quoting / revenue operations.
Renewables & Solar EPC
Faster, more accurate project quoting / revenue operations
A solar quote that does not carry the true, current cost of modules, inverters, mounting and BOS is silently wrong, and on a thin margin (reported industry figures, not independently verified) a silently wrong quote is a lost job. A rooftop EPC quotes a system off a site survey and a load profile, but the module and inverter price moved since the last quote, the roof needs more structure than the eyeball estimate assumed, and the subsidy and net-metering effort was never costed in. The same system gets quoted at two prices by two salespeople; the margin assumption is never written down; and when a module or steel index moves, every open quote is wrong and nobody re-prices. The quote-to-order pipeline itself is usually invisible: leads die in a WhatsApp group because nobody owns them.
Who has it
This runs across every segment: it is the signature need for rooftop and C&I EPC contractors (project quoting), and it carries through to module, mounting and BOS manufacturers (module costing per watt), utility-scale project developers (PPA and offtaker pricing) and O&M and asset-management operators (AMC pricing).
What we build
One standard costing template (modules at live rate, inverter, mounting and BOS, cabling, labour, subcontractor, the net-metering and subsidy effort, overhead, margin) so every quote is built the same way; a quote register that versions each quote and re-prices when a linked module, inverter or steel rate moves; a single pipeline with owners and next-action dates so a warm lead cannot quietly die; and win/loss capture so the next quote is sharper.
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 Faster, more accurate project quoting / revenue operations; 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
Quote turnaround drops from days to under a day; quoting stops depending on which salesperson is in; the margin assumption is explicit and includes the live module price and the subsidy effort; warm leads stop dying in a chat group. Illustrative: a rooftop EPC standardised live-priced quoting and pipeline ownership and stopped losing both margin to stale module prices and warm leads to slow follow-up. Illustrative; final numbers come from your own data.
Illustrative outcome
Quote turnaround drops from days to under a day; quoting stops depending on which salesperson is in; the margin assumption is explicit and includes the live module price and the subsidy effort; warm leads stop dying in a chat group. Illustrative: a rooftop EPC standardised live-priced quoting and pipeline ownership and stopped losing both margin to stale module prices and warm leads to slow follow-up. 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 & 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
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