The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Owner's command centre.
Engineering & Capital Goods
Owner's command centre
The owner learns the real cash and inventory position at month-end from the CA, four weeks late. There is no single daily view of the business. On a bespoke machine or a one-off, the firm learns whether it made money after delivery, if ever. Loss-making job types are subsidised for years because nobody can name them.
Who has it
Every segment, because no owner of a make-to-order engineering firm should be learning the real cash and margin position four weeks late. It bites hardest where each job is bespoke, custom machine builders and one-off heavy fabrication, where true margin is otherwise known only after delivery.
What we build
One source-linked daily view connecting the accounting tool or ERP (Tally, SAP Business One) with the order book, project status, and inventory, cash position, receivables aging, WIP and inventory value, and margin by job or project, seen every morning, not at month-end. Live capture of actual material, machine-hours, labour, and bought-outs against the quoted cost, per job, feeding a margin-by-job report; the actuals flow back to sharpen the next quote. The margin-by-job report is the job-level lens of this same command centre.
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 Owner's command centre; 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
The owner steers daily instead of monthly. Illustrative: decisions made weeks earlier; leaks caught in days not quarters. Loss-making work is named and re-priced or dropped. Illustrative: 2 to 3 points of gross margin recovered across affected work. Owners routinely call this the single most valuable report we build.
Illustrative outcome
The owner steers daily instead of monthly. Illustrative: decisions made weeks earlier; leaks caught in days not quarters. Loss-making work is named and re-priced or dropped. Illustrative: 2 to 3 points of gross margin recovered across affected work. Owners routinely call this the single most valuable report we build. 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 industryPurchase-requisition to PO approval workflowSee what we buildSame industrySpares and installed-base registerSee what we buildSame industryDemand and inventory sanity layerSee what we buildAgri-Inputs & AgritechMargin-by-principal, per-counter and uptime dashboardsSee what we buildAgri-Processing & CommoditiesOwner command centre: live dashboardsSee what we buildAuto Components & AncillaryLive dashboards: OEM scorecard, cost-of-poor-quality and true marginSee 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.