WORKFLOW AUDIT № 000 · SAMPLE · QUOTE-TO-PROPOSAL

Where 175 minutes go — and which 128 come back.

A complete workflow audit of the quote-to-proposal process at Meridian Catering Co. a twelve-person corporate caterer: an owner, an ops manager, a chef, and the kitchen and event staff. Around eleven quotes a week leave the building.

A representative company. The numbers are the method's — the client is illustrative.

METHOD

One week shadowing the quote desk. 23 quotes timed end to end. Calendar, supplier, and proposal systems reviewed. Minutes below are per quote, averaged.

THE MAP · OCCUPATION LEVEL

Timeback pegs food service managers at ~90 minutes a day reclaimable.

THE TERRAIN · THIS DOCUMENT

Timeback is conservative and per person, across the whole role. An audit counts every hand that touches one workflow — at Meridian, quoting crosses three people.

See the occupation map ↗
FIG 01 · MINUTES BY STEP

Every minute has a receipt.

MI 01AI OWNS

Read the inquiry, extract event details

TODAY: OPS MANAGER

12 MIN12 MIN

Guest count, date, venue, dietary flags — retyped from email into a sheet today. Extraction is a solved problem.

MI 02AI OWNS

Check the date against calendar and staffing

TODAY: OPS MANAGER

8 MIN8 MIN

Two calendars and a group text. The answer is deterministic; the lookup isn't the judgment.

MI 03AI OWNS

Pull comparable past events for pricing

TODAY: OWNER

25 MIN25 MIN

“What did we charge the pharma lunch last spring?” Twenty-five minutes of folder archaeology, per quote.

MI 04AI ASSISTS

Draft the menu against dietary constraints

TODAY: CHEF + OWNER

30 MIN30 MIN

AI drafts against the constraint list; the chef edits taste, not tables.

MI 05AI ASSISTS

Price ingredients at current supplier costs

TODAY: OPS MANAGER

22 MIN22 MIN

Current supplier sheets, seasonal swings. AI assembles; a human sanity-checks the outliers.

MI 06HUMAN

Set the margin

TODAY: OWNER

15 MIN15 MIN

REMAINS HUMAN — BY DESIGN

Reading the client, the season, the risk. We looked at automating this. Don't.

MI 07AI OWNS

Assemble, brand, and proof the proposal

TODAY: OPS MANAGER

35 MIN35 MIN

Thirty-five minutes of template surgery per quote. The most automatable minutes in the whole workflow.

MI 08AI OWNS

Send, log, and schedule the follow-up

TODAY: OPS MANAGER

10 MIN10 MIN

Three tools, zero judgment.

MI 09AI OWNS

Chase the follow-up (avg 2.3 touches)

TODAY: OWNER

18 MIN18 MIN

Drafted nudges on a schedule the owner approves. The words stay hers; the remembering doesn't.

FIG 02 · THE LEDGER

The arithmetic, worked.

175 min/quote today 47 min/quote after = 128 min returned per quote

× 11 quotes/week = 1,408 min ≈ 23 hours a week

× 48 weeks ≈ 1,126 hours a year — across the three people who touch this workflow

ASSUMPTIONS · STATED
  • Eleven quotes a week on average — Meridian's range runs 8 to 15 with the season.
  • 48 delivery weeks a year.
  • Three people touch the workflow: the owner, the ops manager, the chef.
  • 23 quotes timed end to end during the audit week; minutes are per-quote averages.

23 hrs/week · 1,126 hrs/year

At 11 quotes a week, the owner's quoting mornings come back — all of them.

FIG 03 · THE RANKED PLAN

What to build. And what not to.

RANK 1

Quote Assembly Engine

GO · 96 MIN/QUOTE · MI 01·02·03·07·08·09

Intake to sent proposal with the grind removed: extraction, availability, comparables, assembly, logging, follow-up drafts. Six stations, no judgment touched.

RANK 2

Menu & Pricing Copilot

GO · 32 MIN/QUOTE · MI 04·05

Drafts menus against dietary constraints and prices them from live supplier sheets. The chef edits; the copilot types.

RANK 3

Auto-negotiating follow-ups

NO-GO

The math works. The relationship risk doesn't. A model adjusting price mid-thread with a repeat client is margin-setting by another name — see Station 6. Revisit after six months of production data.

Build the Assembly Engine first: 96 minutes a quote for one system that touches no judgment. The Copilot second — it assists two people rather than replacing either. And nothing else. The margin stays with the owner, the negotiation stays human, and the workflow keeps its receipts. That's the whole finding: 175 minutes goes in, 47 comes out, and every minute in between has a name on it.

The method, in production
Case No. 001 · Valise

3–4 hrs → 15 min

RFPs for a full tour.

At this point last year, I remember just being incredibly stressed out, thinking “How am I going to get through everything?” Now I’ve got enough time because I’m not sending out these quotes manually. I get it all back.

Mitchell Levine · Valise Travel

Instead of just building a CRM, he created an AI-powered system that keeps my business moving forward every day. It prompts me with what needs my attention and ensures nothing falls through the cracks.

Stephanie Barone · Barone Legacy Group
All work →

This is the document. Yours takes two weeks.

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