The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting that compute every figure on the dashboard.
Building Materials & Ceramics
The numbers that decide a building-materials P&L sit weeks behind. Margin after schemes by region and series, energy cost per good square metre by kiln and shift, dealer aging and credit exposure, and the true cost of poor quality only assemble at month-end from disconnected records, so the owner reacts after the leak or the abnormal kiln draw has already happened.
Who has it
Owners across all segments who want one current view instead of a month-old one, strongest where the picture crosses sales, plant, finance and the dealer ledger: margin-after-schemes for tile, paint and board makers, energy per good square metre for kiln-fired ceramics and stone, freight and credit exposure for cement and RMC.
What we build
A governed live dashboard built on source-linked records: margin after schemes by region and series, energy cost per good square metre by kiln and shift with an alert when a kiln draws abnormally, dealer aging and credit exposure, and one cost-of-poor-quality figure pulling downgrade, scrap, breakage and freight together, each tile drilling back to the underlying ledger, batch or document.
What is automated, where AI helps, who signs off
The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting that compute every figure on the dashboard.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data behind the dashboard; 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
Margin after schemes, energy per good square metre, dealer aging and cost of poor quality become a live screen with named owners and visible exceptions, so the owner stops flying blind between month-ends and an abnormal kiln draw or a drifting dealer balance is caught the same week.
Illustrative outcome
The owner sees true margin after schemes by region and series, energy cost per good square metre kiln by kiln, and total cost of poor quality on one current screen instead of a month-old reconstruction. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
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
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.