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profitplus is the AI consulting division of Scoot, Inc.Fixed prices, posted
Manufacturing  /  Job shop
Manufacturing · Job shops

How do AI agents help a job shop win more RFQs?

By winning the two clocks a shop lives on: the RFQ clock, where the first credible quote usually makes the shortlist, and the capacity clock, where an idle machine is margin burning. Here is exactly what the agents do and what they cost.

The job shop leak, specifically

Buyers batch their RFQs and shortlist fast. The shop that quotes in a day is on the list; the shop that quotes in a week is a formality. But quoting is skilled work that competes with running the floor, so RFQs queue behind spindles, and the easy wins go to whoever answered first.

The second leak is quieter: your job history knows every customer's parts and their reorder rhythms. When the reorder gap stretches, it usually means a competitor got the work. Nobody at most shops watches that gap, because everyone is making parts.

What the agents actually do

Pursuit agent

RFQ Triage & Signals

Catches every RFQ the moment it arrives, scores it against your capabilities, materials, and margins, and queues the winnable ones first. Also watches the portals and networks where your kind of work gets posted.

Pursuit agent

Quote Drafting

Assembles the quote package from your history with similar parts: pricing references, lead times, certs, terms. Your estimator reviews and sends the same day.

Pursuit agent

Quote Follow-Up

Chases every outstanding quote: the check-in, the requote when material prices move, the nudge timed to their decision window. Quotes stop dying of silence.

Pursuit agent

Reorder & Reactivation

Watches reorder rhythms across your whole customer history and flags the gaps. The customer whose quarterly part is overdue hears from you before they finish onboarding your competitor.

In productionPursuit agents run in production at GPM today, on the same platform behind deployments at IBM, Tanium, and Cohesity. Read the GPM story →
Example math — run your own numbers

What is faster quoting worth?

$0
a year in deals you were already quoting, at the settings above.
volume × value × lift, annualized. Illustrative arithmetic, not a promise: your real number is what the $9,500 audit finds.

Questions job shops ask

How do AI agents help a job shop quote faster without hiring estimators?

The agent does the assembly, your estimator does the judgment. It triages every incoming RFQ against your real capabilities and margins, pulls pricing references and lead times from your own job history, and packages a quote for review. Estimators go from writing quotes to approving them, and your shop makes every shortlist it deserves to be on.

What does this cost for a job shop my size?

Same prices as everyone: the Revenue Leak Audit is $9,500 fixed, guaranteed to find 10× its fee in annual leak or you don’t pay. Agent builds run $25,000 to $75,000 by scope, and the Scoot platform is $100 to $150 per seat per month. Prices are on the pricing page, the same way your price is on every quote you send.

Do I need to replace the software I already run?

No. The agents work alongside the tools you already use. The audit maps how work actually happens in your company before anything gets built.

Who owns the agents when you're done?

You do, for the long term: the agents, your customer conversation history, and the playbook. The monthly platform fee is run-cost, not rent; you own your trucks and still buy fuel. And we train your people to run and extend the system as your AI program grows.

Thirty minutes with Ed. Bring your numbers.

Tell us how you sell today. Leave with where we’d look for the leak in your business and what we’d build first. Prices are posted; no retainers, no surprises.

Book 30 minutes with Ed