RFQ Triage & Speed-to-Quote
Your estimator is not slow. Your RFQ queue is unsorted.
RFQs hit your inbox from customers, portals, forms, sales reps, and purchasing teams. Some are real jobs you want. Some are price-shopping blasts. Some are bad-fit work your estimator should never touch first. We build a triage system that logs inbound RFQs, extracts the key details, scores fit and value, and routes the best opportunities to the front of the queue — without replacing your estimator. Your best RFQ shouldn't wait behind a 40-line portal blast a buyer sent to nine shops.
Watch an unsorted RFQ queue get triaged.
The problem in numbers
A typical scenario
First-in-first-out feels fair. It is also expensive. A 40-line portal blast can eat a full day. A bad-fit job with unclear drawings can pull your estimator into a dead end. Meanwhile a perfect-fit RFQ from a named engineer sits for four days because it arrived after the noise.
10 RFQs arrive this week
#3: 40-line package, poor fit — a one-day estimating trap
#7: perfect-fit job from a named engineer
#9: repeat customer with a tight due date
FIFO order: #7 and #9 wait behind #3
Illustrative example — your numbers will differ
With triage, top-fit RFQs get quoted first, marginal RFQs get clarified, and low-fit RFQs get a polite no-quote or budgetary response. Same estimator. Same hours. Better order. The problem is not always speed — the problem is sequence.
The queue, sorted
The same ten RFQs — in the right order
| RFQ | Fit | Value | Deadline | Lane |
|---|---|---|---|---|
| #7 — Named engineer, milled housings | High | $34,000 | Jun 18 | Quote first |
| #9 — Repeat customer, tight due date | High | $12,500 | Jun 14 | Quote first |
| #6 — High-value OEM opportunity | Med | $58,000 | Jul 1 | Clarify scope |
| #3 — 40-line portal package, poor fit | Low | $9,800 | Jun 30 | Budgetary reply |
| #4 — Wrong material for our processes | None | — | — | Polite no-quote |
Already sitting on a pile of quotes that went out and went quiet? Start with the Quote Recovery Sprint for Machine Shops instead — it's the cheaper leak to prove.
How it works
The actual mechanics
- 01
One RFQ intake queue
RFQs from inboxes, forms, portals, or CRM forms land in one working queue. No more "it was in Dave's email while Dave was out."
- 02
AI-assisted parsing
The system extracts the fields your team needs for a first-pass decision: customer, contact, due date, quote deadline, material, process, quantity, line count, attachments, and known history. Nobody retypes what is already written.
- 03
Fit and value scoring
Each RFQ is scored against your shop's real profile: process fit, material fit, quantity range, customer history, job value, repeat potential, urgency, and quote deadline. The rules are visible and tuned with your team — not a black box.
- 04
Queue lanes
RFQs route into practical lanes: quote first, clarify before quoting, budgetary response, no-quote, review with owner, hold for later. Your estimator starts with the work most worth pricing.
- 05
Response-time targets
Each lane gets a target: same-day acknowledgment for every RFQ, 24–48 hours for top-fit RFQs, clarification or polite no-quote within one business day. "We are fast" becomes a number, not a feeling.
- 06
Quoting dashboard
The owner sees RFQs received, queue by lane, RFQ age, response-time performance, quote turnaround, win rate by lane, no-quote volume, estimator load, and stuck RFQs.
Deliverables
What you get
- One RFQ intake queue from agreed inboxes, forms, or CRM sources
- AI-assisted parsing of standard RFQ emails and PDF packages
- Structured fields for the quoting team
- Fit and value scoring model — visible rules, tuned with your team
- Queue lanes and routing rules
- Response-time targets
- Budgetary quote and no-quote templates
- Quoting dashboard
- Training and handover for the team
Inputs & limits
Covers
- — RFQ emails, web forms, portal notifications, PDF packages
- — Customer, contact, material, quantity, due date, quote deadline
- — CRM notes and customer history
- — Intake from agreed channels
Out of scope
- — Automated CAD analysis or costing
- — Automated pricing logic
- — Full ERP integration at the start
- — Proprietary estimating models
- — A customer-facing instant quote portal
Timeline & pricing
from $8,000
3–5 weeks from kickoff to a running queue. Your team quotes through the queue during the build. Priced after the demo call based on RFQ volume, intake channels, current tools, and scoring complexity.
This is a system build, not a two-week recovery sprint: intake wiring, parsing, scoring rules, routing, dashboards, response targets, templates, and training. That is why it is scoped and priced differently from the $1,497 sprint.
Fit
Who it's for — and who it isn't
Good fit
- — Custom manufacturers, job shops, CNC machine shops
- — Packaging and label converters; furniture, millwork, and casework shops
- — Teams receiving 20–60+ RFQs per month
- — Shops where one estimator or the owner is the bottleneck
- — Companies losing winnable work to faster competitors
- — Owners without a clean view of the RFQ queue
Not a fit
- — Companies with only a few RFQs per month — a spreadsheet and discipline may be enough
- — Teams whose quoting lives entirely inside ERP and cannot be exported
- — Companies looking for fully automated pricing
- — Enterprise procurement environments with internal RevOps teams
- — Shops that want a chatbot instead of a quoting workflow
Industries
Where we run it
CNC Machine Shops
RFQs pile up in the estimator's inbox while quotes that already went out sit untracked.
Packaging & Label Converters
Repeat accounts lapse silently — the gap shows up in the year-end report, not in time to act.
Furniture & Millwork
Bids go dark for weeks and nobody can say which projects are alive and which are dead.
Reading
Go deeper
FAQ
Common questions
What is RFQ triage?
Sorting inbound requests for quote before estimating time is spent. It helps manufacturers decide which RFQs should be quoted first, which need clarification, which deserve a budgetary response, and which should be politely declined.
Does RFQ triage replace our estimator?
No. It protects the estimator. The system reads, logs, extracts, and prioritizes RFQs. The estimator still reviews the RFQ, opens the drawings, prices the job, and makes the final quoting decision.
Can AI parse RFQ emails and PDF attachments?
Yes, in many standard cases — fields like customer, contact, material, quantity, due date, and quote deadline. Drawings themselves are not automatically costed; the estimator reviews them when the RFQ reaches the front of the queue.
Can the system decline RFQs?
It can draft a no-quote or budgetary response for approval — your team decides what gets sent. Declining bad-fit RFQs well keeps estimating hours on the jobs you actually want.
Is this the same as Quote Recovery?
No. RFQ Triage happens before the quote is created — it sorts inbound RFQs. Quote Recovery happens after the quote is sent — it follows up on open quotes that went silent.
Why is RFQ Triage from $8,000 when the Quote Recovery Sprint is $1,497?
The sprint is a fixed-scope recovery project on existing quotes. RFQ Triage is a system build: intake wiring, parsing, scoring rules, routing, dashboards, response targets, templates, and training.
Do we need HubSpot or Pipedrive?
Not always, but the workflow needs a system of record. HubSpot or Pipedrive work well for the RFQ queue; if you already have a CRM or structured workflow, we evaluate it on the demo call.
Will this work with portal RFQs?
Often, yes. Many portal RFQs still generate emails, PDFs, notifications, or exports that can feed the triage queue. If the portal is closed, we define the intake method together.
Next step
Want to see it work before you spend a dollar?
Book a 30-minute live demo. No deck. You watch the system find money in a pipeline like yours — then we run your numbers.