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One Applications Engineer across the whole RFQ-to-quote workflow.

Axle isn't a quote writer with an AI label on it. It performs the applications-engineering work between an incoming technical request and a priced, validated quote, and it hands your engineer the evidence along with the answer.

The workflow

End to end, in one system.

01

Understand

RFQ intake and requirements extraction.

02

Engineer

Selection, configuration, sizing, BOM.

03

Source

Vendor cost, availability, lead time.

04

Price

Customer pricing and margin rules.

05

Validate

Engineering and commercial checks.

06

Deliver

Quote, submittal, system writeback.

Below, each capability in the order the work happens: what Axle receives, what it does, what it produces, and when a person steps in.

Capabilities

What Axle does with an RFQ.

Each stage of the work, with the artifact it produces. Every example below is illustrative.

Reads the request, however it arrives

Emails, formal RFQ packages, spec sheets, datasheets, spreadsheets, photos of marked-up documents. Axle extracts the duty and the conditions, cross-checks the documents against each other, and lists what's missing instead of assuming it.

Produces a requirements record with every value traced to its page, plus the questions to send the customer. Human reviews the questions, or lets Axle send them under Level 2 and 3.

Extracted requirements7 values, 2 gaps
  • Flow: 300 GPMemail + spec p.2
  • Head: 180 ft TDHspec p.2
  • Wetted materials: 316 SSemail + spec p.2
  • Solids contentmissing, asked

Selects the right product from your line card

Narrows to the candidates that meet the duty, materials, approvals and customer standards, ranks them by fit, availability and your history, and shows what it ruled out and why. Manufacturer equivalents surface where substitution is allowed.

Produces a selection with its reasoning. Human approves it, or is escalated to when the application is outside anything Axle has seen approved.

Candidates3 considered
  • ANSI 3x2-10, 316 SS, 1750 RPMSelected: 96% BEP, 3 approved jobs
  • ANSI 3x1.5-13, 316 SS, 1750 RPMRuled out: duty at 68% BEP
  • ANSI 3x2-10, 316 SS, 3500 RPMRuled out: NPSHr exceeds available

Configures it so it's buildable and orderable

Every option set: materials of construction, connections, seals, enclosures, coatings, drivers, controls, certifications. Invalid combinations are rejected against manufacturer rules, and the accessories the application needs get added.

Produces a complete, valid configuration ready for the vendor's order system. Human reviews anything flagged against a customer standard or a rule Axle couldn't resolve.

Configuration1 rejected
Casing, impeller, sleeve316 SSvalid
SealSingle mechanical, Plan 11KS-11
Motor15 HP TEFC, 460 V, 1750valid
Flanges150# RFvalid
Seal supportPlan 53 with Plan 11incompatible

Runs the sizing, deterministically

Where the application requires it, Axle runs the sizing and check calculations for the product class: curves and operating points, NPSH margins, motor sizing, Cv and pressure drop, range and turndown, load and fault current. The math runs in code, not in a language model, and the inputs and margins are shown.

Produces results an engineer can check in a minute. Human reviews any result near a limit, and every result on applications flagged as high-risk.

Sizing2 checks shown
300 GPM @ 180 ft
  • ✓NPSHa 22 ft vs NPSHr 9 ft13 ft margin
  • ✓12.4 BHP at duty, 15 HP selectednon-overloading

Builds the whole bill of materials

The main equipment and everything around it: drivers, mounting, seals, guards, instruments, fittings, spares, labor and services where you quote them. Your part numbers, your descriptions, and a source for every line.

Produces a BOM in your Excel format. Human edits lines directly; Axle learns from the edits.

BOM Q-118414 lines
#ItemQtySource
1Pump, ANSI 3x2-10, 316 SS1selection
2Motor, 15 HP TEFC, 460 V1sizing
3Baseplate, fabricated steel1accessory rule
4Mechanical seal, Plan 111customer std KS-11
5Startup service, 1 day1past job Q-0917
9 more lines

Gets current vendor cost, availability and lead time

Each line priced from the freshest source you have. Where none exists, Axle drafts the supplier RFQ, sends it, and reads the response back into the BOM with the date attached. Nothing on the quote is priced off last quarter's sheet.

Produces cost, availability and lead time per line, with provenance and age. Human approves outbound supplier RFQs under Level 1; Axle sends them directly under Level 2 and 3.

Vendor pricing2 RFQs sent, 1 refreshed
ItemCostSourceLead
Pump, ANSI 3x2-10$6,120vendor quote · today4 wk
Motor, 15 HP TEFC$1,240price file · Sepstock
Mechanical seal$61041 days old, refreshed2 wk

Applies your pricing, the same way every time

Customer contracts and price lists, discount structures, margin floors by product line or customer. Any line below floor gets flagged, and Axle surfaces where a valid alternative improves margin without changing the fit.

Produces sell prices, extended totals, margin by line and overall. Human holds pricing authority. Anything outside the rules routes to the person who owns that price.

Pricingcontract: Karnes Ops
Cost$10,870
Sell$13,590
Margin20.0%
1 line routed to pricing ownerStartup service priced below the 18% floor after contract discount. Held for approval.

Checks its own work before you see it

Selection against requirements, compatibility across the BOM, calculation results against margins, configuration rules, customer specs, pricing and availability. Every assumption it made is listed, so failed checks and low-confidence items are the engineer's starting point, not the whole quote.

Produces a validation report: passed, failed, assumed, unsure. Human reads the report first.

Validation11 passed, 1 assumption
  • ✓Requirements covered by selection7 of 7
  • ✓Duty inside allowable region96% BEP
  • ✓Vendor pricing under 30 days1 refreshed
  • ?NPSHa assumes flooded suctionpending customer

Delivers your documents, in your templates

The quote or proposal in your exact format, the BOM in your Excel template, and the submittal package with datasheets, curves and certifications attached. Buyers see the paperwork you've always sent, sooner.

Produces Word, Excel and PDF deliverables. Human approves and sends under Level 1; approved classes of work send on their own under Level 3.

Prepared3 files
Proposal Q-1184.docxYour template, your terms
BOM Q-1184.xlsx14 lines, sources, lead times
Submittal package.pdfDatasheet, curve, motor data

Writes back to the systems that run your business

On approval, the quote, opportunity, line items and documents are created or updated in your ERP and CRM. Where a system has no API, Axle produces the import file your team already uses. No re-keying.

Produces records that match the document the customer received. Human does nothing once writeback is configured.

Writebackon approval, 9:52 AM
  • ✓ERP: quote Q-1184 created, 14 linescustomer, terms, ship-to matched to account
  • ✓CRM: opportunity updatedstage Quoted, amount $13,590, close date set
  • ✓Documents attached to both records

Learns how your company does the work

Catalogs and manuals, historical RFQs and quotes, final BOMs, customer standards, engineering rules, and every correction an engineer makes. Axle compares each sent final against its own draft and proposes a rule. You accept or reject it with one click.

Produces better drafts next time. Axle never changes pricing on its own. Human decides each learned rule.

Correction detectedQ-1184, sent version
DraftCoupling guard, carbon steel
SentCoupling guard, 316 SS
Proposed rule: this customer requires stainless guards on outdoor installs.
Accept ruleRejectJust this once

Runs as autonomously as you decide, per class of work

You define standard versus exceptional work: product classes, customers, dollar thresholds, margin floors, risk flags. Every job routes to the right level, and any class can be pulled back to full review with one setting.

Produces a record of what ran on its own, what was escalated and why, and who approved what. Human sets the levels and reviews what Axle escalates.

Autonomy settings3 classes
  • New customers, any jobLevel 1 · review all
  • Pump reselections under $25k, existing customersLevel 2 · review exceptions
  • Repeat parts orders, contract pricingLevel 3 · autonomous
Why not ChatGPT, or your ERP?

Each does part of the job. Axle does the job.

A general AI assistant can read a spec and draft text. A CPQ or ERP stores your products and formats a quote. Neither does the applications-engineering work in between.

CapabilityGeneral AI assistantChatGPT, ClaudeCPQ or ERPAxle
Reads RFQs, specs and emails in any format✓one at a time, by hand–✓
Knows your catalog, price book and past jobs–✓products and prices✓
Selects and configures products for an application~general knowledge, no rules~configures known products; doesn't select✓
Runs sizing calculations deterministically–model arithmetic–✓
Gets current vendor cost and lead time–~stored costs, often stale✓
Validates its own work and shows sources––✓
Produces quotes in your templates~text only✓✓
Writes back to ERP and CRM–✓it is the ERP✓
Learns from your corrections––✓
Human approval thresholds and audit trail–~approval workflows✓

✓ does it  ·  ~ partly  ·  – doesn't. Axle works alongside your ERP and CRM rather than replacing them.

See it on one of your RFQs.

Bring a recent technical request and the quote you sent for it. We'll show you what Axle produces from the same inputs, and where it would have asked you a question.