The reliable spine
The reliable spine is non-AI workflow, arithmetic, integrations, approvals and reporting for Forecasting and planning sanity layer.
Renewables & Solar EPC
Forecasting and planning sanity layer
Buying, generation and cash planning run on one person's memory and a stale spreadsheet. The manufacturer over-stocks or under-buys cells and glass against a moving price; the developer cannot see generation and cash against the financed model until it hurts; the EPC cannot see the material and cash needs of its project pipeline. This is the longer-horizon view, distinct from the daily anomaly watch.
Who has it
It serves utility-scale project developers (generation and cash forecast), module, mounting and BOS manufacturers (BOM buying against the module-price cycle) and rooftop and C&I EPC contractors (project pipeline and material planning).
What we build
A read-only layer over the order/project book, generation history and BOM-price trend showing demand and generation patterns, forecast-vs-actual gaps, slow-moving stock, cash tied in projects or inventory, and the price context for a buying decision. The planner and the buyer still decide; nothing is auto-bought or auto-planned.
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 Forecasting and planning sanity layer; 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
Buying, generation and cash planning start from a shared, current picture; slow stock, generation shortfalls and cash gaps become visible early; the call stays human.
Illustrative outcome
Buying, generation and cash planning start from a shared, current picture; slow stock, generation shortfalls and cash gaps become visible early; the call stays human. 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 & AgritechSeasonal stock-and-demand sanity layerSee what we buildAgri-Processing & CommoditiesStock-and-procurement sanity layer against seasonalitySee what we buildAuto Components & AncillaryPlan against the OEM schedule and the order book, days earlierSee 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.