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.
Furniture & Wood Products
Reconciliation and ask-your-data
Month-end and statutory reconciliation (books vs bank, GSTR-2B vs purchase register, the dealer ledger vs scheme liability for panel and modular, export receipts vs drawback/RoDTEP for exporters) is heroic, manual and late; and every new question the owner has, "which product lost money this month", "which dealer is over-claiming the scheme", "what is my export realisation after freight", queues for the one person who knows the data.
Who has it
Across all segments for GST and ledger reconciliation; dealer-scheme and export-receipt reconciliation matter most for panel, plywood and laminate processors and solid-wood and joinery units; ask-your-data suits any hands-on owner.
What we build
reconciliation: rule-based matching keyed on invoice numbers, amounts, dates, GSTINs, scheme terms and export-receipt references returning a clean break list, kept deterministic because it must be defensible. ask-your-data: 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. Two pages by design: reconciliation (the deterministic match-and-break-list) and ask-your-data (the question box) each build as its own page.
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 industryAnomaly and exception alertsSee 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
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