The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Connected data layer.
Metals, Foundries & Steel
Connected data layer
The owner asks "what did we actually melt, roll and ship last month, and at what cost" and four people pull four spreadsheets that do not agree, because the data is trapped across Tally or SAP Business One, the weighbridge software, the spectrometer and chemistry lab, the furnace and power meters, the dispatch register and Excel. Nobody trusts the number because nobody can trace it.
Who has it
Every segment, from foundries and re-rolling mills to forging units, fabrication shops and scrap traders; it is the foundation the rest of the work stands on.
What we build
Connectors and scheduled pulls into one source-linked layer (ERP, weighbridge, lab/chemistry, furnace and power readings, production, dispatch, finance) with every figure traceable to its source system, handling on-prem/VPN and cloud-egress constraints where they exist.
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 Connected data 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
One source of truth that updates on its own; hours of export-and-merge removed; every later dashboard, question, energy read and alert stands on the same trusted base. Illustrative; final numbers come from your own data.
Illustrative outcome
One source of truth that updates on its own; the hours lost to export-and-merge are removed, and every later dashboard, question, energy read and alert stands on the same traceable base. 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 industryEnergy and melt-cost-per-tonne monitoringSee what we buildSame industryApproval workflowsSee what we buildSame industryCompliance and statutory workflowsSee what we buildAgri-Inputs & AgritechConnected data layer across ERP, portals and the PoS railSee what we buildAgri-Processing & CommoditiesConnected data layerSee what we buildAuto Components & AncillaryConnected data layerSee what we build
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