Proof

Every example, in one place.

Four showcases first: sales, the inbox, certified payroll and data entry. Then every example, each marked invented or real.

Proof in motion

Four jobs an owner hands off.

Sales, the inbox, certified payroll and data entry. Each one shows the work, then the real counts behind it.

Sales

Your bids and leads get read, researched and prepared for your approval while you work.

Good leads sit for days. Your best sellers spend their week on lookups instead of selling.

The engine reads every opportunity, researches the people behind it, and prepares the message for a person to approve.

Invented sample data, Bayline Construction

Harbor Street clinic fit-out. Invented bid, due in 9 days.

  1. FindA new bid posts
  2. ReadScope and due date pulled out
  3. ScoreFits the trades we do
  4. ResearchOwner and past awards looked up
  5. MatchLinked to people we know
  6. DraftMessage written
  7. CheckRules and facts checked
  8. HoldWaits for a person

Prepared message

To Dana Whitfield, Northgate Property Group

Dana, we read your clinic fit-out bid. We built two like it last year. Can we send you our schedule on Thursday?

ApproveWaiting for your approval
My sales engine out-produces two full-time reps. Combined.

Real countsReal counts from the engine

  • 317

    opportunities read

    as of November 6, 2026

  • 626

    contacts researched

    October 15 to November 6, 2026

  • 138

    messages prepared for a person to approve

    October 14 to November 6, 2026

How we counted

Counted from the system's own records, with dates. These are counts from my own systems.

Inbox

Email, texts and Slack arrive as cards that are already researched.

You open ten apps to find the three things that need you.

Each message becomes one card. Email cards also get the sender researched. You approve or change the reply.

Invented sample data, Bayline Construction

Inbox, nine messages

  • EmailDana Whitfield
  • TextMarcus Lee
  • SlackPriya Nair
  • EmailHollis Supply
  • TextDana Whitfield
  • SlackJonas Reyes
  • EmailCity permit office
  • EmailHollis Supply
  • SlackPriya Nair

Needs your decision3 messages

  • EmailDana WhitfieldChange order approval
  • TextMarcus LeeDelivery moved to Friday
  • SlackPriya NairWhich crew takes level two?

Reply drafted3 messages

  • EmailHollis SupplyQuote request follow-up
  • TextDana WhitfieldCan we meet Thursday?
  • SlackJonas ReyesSign-in sheet is missing

Dana WhitfieldNorthgate Property GroupMatched to the people index when the sender is found

Filed for your records3 messages

  • EmailCity permit officeReceipt for filing
  • EmailHollis SupplyMonthly statement
  • SlackPriya NairPhotos from level one

Real countsReal counts from the inbox

  • 9,561

    messages sorted into cards across email, text and Slack

    July 1 to November 7, 2026

  • 1,380

    of 1,391 email cards carried a research sweep

    July 1 to November 6, 2026

  • 294

    names in the people index

    as of November 7, 2026

How we counted

Counted from the system's own records, with dates. These are counts from my own systems. The research sweep is counted on email cards only. Text and Slack cards carry none.

Certified payroll

Certified payroll problems get found and queued for your review.

One wrong rate or missing signature costs a week of rework.

The checker reads the week's records, flags each problem, and queues it for your review. It never files anything itself.

Invented sample data, Bayline Construction

Week ending sample report. Worker A. B.

0 flags, 1 approval

  • Rate. Paid $41.20, schedule says $44.10Rate. Proposed: rate $44.10
  • Fringe. Fringe line is blankFringe. Proposed: fringe from the schedule
  • Signature. Foreman has not signedSignature. Proposed: signature request
  • Class. Class does not match the workClass. Proposed: class Laborer
  • Hours. Hours differ from the sign-in sheetHours. Proposed: hours 38, as on the sheet
  • Overtime. Overtime paid at straight timeOvertime. Proposed: overtime rate
  • Week end. Week ending date is wrongWeek end. Proposed: date set to the Sunday
Send to reviewQueued for your review. Nothing is filed until you file it.

Real countsReplay of past weeks

  • 69

    work days replayed

    April 15 to August 5, 2026

  • 1,955

    worker-days replayed

    April 15 to August 5, 2026

  • 61

    blocking problems found

    April 15 to August 5, 2026

How we counted

Counted from the system's own records, with dates. These are counts from my own systems. This is a replay of past weeks on one job, ending August 5, 2026. Nothing was filed.

Data entry

Statement lines get coded. The entries go in after you approve the batch.

Someone retypes the card statement every month.

It reads each line, codes it, previews the entries as a dry run, then writes them into your accounting system after approval.

Invented sample data, Bayline Construction

Dry run: nothing is written yetWritten after your approval

  • Hollis Supply, lumber $412.60MaterialsHarbor Street$412.60
  • Fuel station, fleet card $96.15Vehicle fuelOverhead$96.15
  • Tool rental, scaffold $288.00Equipment rentalHarbor Street$288.00
  • Office supply store $54.30Office suppliesOverhead$54.30
  • Safety gear outlet $173.45SafetyPier Road$173.45
  • Software subscription $29.00SoftwareOverhead$29.00
Approve the batch

Real countsReal counts from the books

  • 164

    field entries written to the books

    July 7 to October 16, 2026

How we counted

Counted from the system's own records, with dates. These are counts from my own systems.

Book your Session, $1,250

Your first workflow could be this one.

See it for yourself

Run the day

7 examples

The inbox, the meetings, the reporting and the paperwork.

Sample

What moves the business today

Sample

An inbox that drafts the replies

Sample

Content, written for you

Sample

The company brain in Notion

Sample

Procedures and training

Sample

A job site question, written up

Sample

Meetings into commitments

The money

5 examples

Getting paid, chasing what's owed and knowing where cash sits.

Sample

The cash curve

Sample

Collections

Sample

Change order

Sample

Expense reconciliation

Sample

Certified payroll, checked

Win the work

5 examples

Finding the job and pricing it so you get it.

Sample

The tool the sales rep carries

Sample

A renovation proposal

Sample

Client rendering

Sample

A renovation estimator

Sample

A brand intro video

Other kinds of business

2 examples

The same approach, used outside construction.

Sample

A law firm's operations

Sample

A distributor's daily operations

Own the system

2 examples

What you end up owning, and how I build it.

Sample

The blueprint I build with you

Sample

Why I build in the terminal

Start with the group that costs you the most hours this week.

Your version would run on your own numbers.

On the free call, we'll look at one workflow in your business. If AI is worth trying there, the next step is a fixed-price Session. Anything we build stays in your own account.

A sample inbox

Last night's inbox, sorted.

These are six sample emails from one night. One needs a decision from a person.

Illustrative example with invented data. In our setup, every reply waits for a person to approve it.

  • Customer

    Reply drafted

    Question about last month's invoice

  • Customer

    Calendar checked

    Can we move Thursday's appointment to Friday?

  • Vendor

    Matched to the order

    Invoice for September

  • New lead

    Researched, reply drafted

    Request for a quote

  • Customer

    Needs you

    Refund request

  • Newsletter

    No reply needed

    Weekly industry roundup

Waiting for you

A refund moves money, so the system won't answer it alone. The draft reply is ready for your review.

A sample dashboard

The operations dashboard it builds each morning.

Sample operations dashboard with jobs, billing, flagged items and labor hours. Every name and number is invented.
  1. What it watchesThe week's jobs, billing and schedule sit in one view.
  2. What it flagsIt lists the items that need a person to decide.
  3. What it countsIt totals labor hours by trade, so nobody tallies them by hand.

Every name and number is invented.

Open the live sample

You don't have to build any of this yourself. I build it with you, or I teach someone on your team to run it.

“It is hard for me to put a price tag on it.”

“My mind might be blown a couple of times... maybe a dozen times.”

Tommy Howell, operations coordinator at Outdoor Inc, from a two-hour working session

A colleague at a second company

Isaac set up the same system on his own.

Isaac Hrovat is an estimator at a second company in Colorado. He had never used this kind of tool. He built an estimating tool that checks itself against his past jobs before it trusts a number.

“This will be my crowning jewel for estimates.”

Isaac Hrovat, Estimator

How the checks work

The same checks caught real mistakes in a second company.

Isaac built an estimating tool on the same system. It tested itself against past jobs and failed 71 times in a row before it approved a bid. It also caught a 22.8 percent pricing miss on a retaining-wall job. Bids of that type stay on hold until the miss is fixed.

71

failed tests in a row against past jobs before it approved a bid

22.8%

pricing miss caught on a retaining-wall job

23 min

to build a five-scope estimate from 50 photos

$1.61M

largest estimate the system has built

The system's own numbers from June 2026. They include the errors its checks caught before any bid went out.

A week later

A different check caught a different mistake.

On a live concrete job, two stoops and a drainage swale were priced as flat lump sums instead of by the unit. A lump sum on measurable work hides the real rate. A second check now fails any measurable line priced that way and names the unit it should carry. The check blocks it in review, before a client sees it.

The sales engine

It finds the work. You win it.

Revenue is every owner's first problem. The machine does the looking, logging and chasing nobody wants to do, every day, and stops wherever you want a person to decide.

Open the sales engine full screen

Every morning at a sample contractor

Three things it does for you this morning.

The machine sorts, checks and drafts. You make the calls.

Open each card on its own:What moves the business todayPayroll, checked against the fieldCollections

Why listen to me

Some of it worked and some of it didn't. I kept records of everything.

I'm the COO of a New York contractor with 90+ employees, and we run this system every day. Everything I show you is a system we built and run, or a sample built the same way. I won't show you a number I can't back up.

On the call, I'll tell you where AI is worth your money and where it isn't.

Read my posts on LinkedIn

Where the system does the most work in our company.

Our team uses the same system across these kinds of work.

Sales

  • Estimating and proposals

    Estimates are built from our own job numbers, and they go out much faster than they used to.

  • Prospecting

    Each prospect is researched by name, building and project before anyone reaches out.

Operations

  • Email and inbox

    AI reads and sorts my inbox and drafts replies for my review.

  • Tasks, captured and closed

    Action items from meetings and email get assigned and tracked until they're done.

  • Client updates

    Each client gets a weekly update, drafted for review.

Financial

  • Financial analysis and reporting

    Job costing, gross profit reports and expense analysis are built from our own numbers.

  • Accounts receivable follow-up

    Open invoices get a follow-up on the right schedule, drafted for review.

Management

  • Training and development

    Our office team started with the tools and instructions already set up.

This is a sample of where it runs. It isn't the whole list. As of June 2026.

Every reply waits for a person to approve it. Anything that commits money, scope, a date or a legal position goes out under my name.

Questions

Questions to ask before you book.

I tried AI and got little out of it. Why is this different?

Most setups skip the groundwork. Your numbers, your rules and the way your business runs never get loaded in, so the AI stays generic. The most dangerous answer an AI gives you is the one that looks right. I add checks that look the number up in your own records and flag it when the answer is unsure.

Do you only work with construction companies?

No. It fits service businesses with too much to track and too few hours. I built it in construction because that's where I work. The same method carries over to an accounting firm, a law firm, a logistics company or a medical practice.

Is my company data safe?

Sessions and builds run in your own Claude account under Anthropic's terms. In a Session, I see only what you choose to show me. For a build, you give me access inside your account and remove it when we finish. Every sample screen on this site uses invented data.

Do I need my own Claude account?

Yes. Claude is the AI assistant everything runs on, and the account is yours. That keeps you in control of your data. The subscription is separate from my fee, and I'll tell you on the call which plan fits.

Why not just buy software?

Small companies don't have to rent software built for everyone anymore. A system built on your own numbers and rules fits the way you already work. Your team keeps it, with no subscription to me.