The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Quote follow-up and win-rate tracking.
Engineering & Capital Goods
Quote follow-up and win-rate tracking
Quotes are sent and never chased. Quoted pipeline quietly evaporates, and the firm cannot tell its win-rate by customer or job type.
Who has it
Custom machine builders, heavy fabricators, and machine-tool makers, everyone who sends a quote.
What we build
A follow-up cadence with automatic reminders against the RFQ register, and a win-rate dashboard by customer, job type, and estimator, so quoted work is chased and the firm learns what it wins.
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 Quote follow-up and win-rate tracking; 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
More quoted pipeline converts from disciplined chasing alone. Illustrative: a conversion lift on followed-up quotes.
Illustrative outcome
More quoted pipeline converts from disciplined chasing alone. Illustrative: a conversion lift on followed-up quotes. 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 & AgritechService-due and customer follow-up engineSee what we buildAgri-Processing & CommoditiesCredit book, follow-up and recoverySee what we buildAuto Components & AncillarySales follow-up and the distributor deskSee 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.