The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Spares and installed-base register.
Engineering & Capital Goods
Spares and installed-base register
The most under-exploited revenue in the building. Every machine shipped has a spares list, a wear cycle, and an AMC opportunity, run on memory and badly under-sold.
Who has it
Anyone with an installed base in the field, so custom machine builders, machine-tool makers and industrial-equipment and after-sales operators. It is the defining solution for the after-sales spares and MRO segment, whose business is the installed base.
What we build
An installed-base register (every machine, its customer, spares list, in-service date), a spares demand-and-reorder view off it, and proactive service and AMC reminders. The front-office spares-enquiry capture on WhatsApp and the website plugs straight into this register.
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 Spares and installed-base register; 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
Spares availability and AMC renewals rise with no new customers. Illustrative: spares and service revenue up 15 to 30% in the first two quarters.
Illustrative outcome
Spares availability and AMC renewals rise with no new customers. Illustrative: spares and service revenue up 15 to 30% in the first two quarters. 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 industryDemand and inventory sanity layerSee what we buildSame industryMargin-and-leak analyticsSee what we buildAgri-Inputs & AgritechCounter app: stock, billing, credit and PoS-tie per outletSee what we buildAgri-Processing & CommoditiesCold-chain log, alerts and batch holdSee what we buildAuto Components & AncillaryCustom web and mobile / factory-floor appsSee what we build
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