The reliable spine
The reliable spine is non-AI arithmetic on the recipe and the live price master, with dosing variance computed against the recipe target and routed to the floor as an exception.
Building Materials & Ceramics
Live batch costing and give-away control
A paint, adhesive or putty is a recipe of many raw materials whose prices move weekly; the batch is costed after the fact if at all, and shade or tinting-base give-away (over-dosing an expensive tinter or additive to hit spec) silently eats margin across many batches.
Who has it
Sharpest for Paint, adhesive & putty manufacturers, whose product is recipe-driven across many shades and packs; the same batch-costing discipline carries over to any maker running a formula against moving raw-material prices.
What we build
A formulation and recipe master with a live batch-costing engine that re-prices each formulation as raw-material prices move, plus a give-away log comparing actual dosing against the recipe target so over-dosing of expensive tinters and additives is caught before it becomes habit.
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 batch costing; 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
Every batch is costed before it is made, and recurring give-away on high-value tinters and additives is surfaced as a ranked exception list and cut, instead of disappearing into the year-end variance.
Illustrative outcome
Every batch is costed before it is made, and recurring give-away on high-value tinters and additives is surfaced and cut. 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 industryProject, tender and export document workflowsSee what we buildSame industryMargin and energy live dashboardsSee what we buildSame industrySupplier, freight and three-way match controlSee what we buildAgri-Inputs & AgritechCounter app: stock, billing, credit and PoS-tie per outletSee what we buildAgri-Processing & CommoditiesCold-chain log, alerts and batch holdSee what we buildAuto Components & AncillaryCustom web and mobile / factory-floor appsSee 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.