The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Reconciliation and ask-your-data.
Metals, Foundries & Steel
Reconciliation and ask-your-data
Month-end and statutory reconciliation (books vs bank, GSTR-2B vs purchase register, and for a trader ledger vs weighbridge vs invoice, buy-side vs sell-side) is heroic, manual and late; and every new question the owner has, "which grade lost money this month", "which supplier is short-weighing", "what is my rate spread this week", queues for the one person who knows the data.
Who has it
Across all segments for GST and ledger reconciliation; the ask-your-data question box is strongest for scrap and metal traders (rate and stock) and for any hands-on owner.
What we build
Two builds. The reconciliation engine is rule-based matching keyed on invoice numbers, amounts, dates, weighbridge weights and GSTINs, returning a clean break list, kept deterministic because it must be defensible. The ask-your-data box is a private question box over the client's own connected numbers that returns a sourced, traceable answer and shows its working.
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 Reconciliation and ask-your-data; 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
Reconciliation runs nightly instead of at month-end and breaks surface in days; the owner self-serves answers in seconds and stops queueing for the one analyst. Illustrative; final numbers come from your own data.
Illustrative outcome
Reconciliation runs nightly instead of at month-end and breaks surface in days; the owner self-serves answers in seconds and stops queueing for the one analyst. 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 & AgritechFertiliser PoS-to-stock-to-portal reconciliationSee what we buildAgri-Processing & CommoditiesCash, finance and bank disciplineSee what we buildAuto Components & AncillaryReconciliation and ask-your-dataSee what we build
Find the one build worth funding first.
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