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The MethodA Stoked Seagull ProcessFree PDF · The methodology + a sample report

The Agent Savings Map.
A Process That Finds The Money.

Most AI sales calls are vibes and slide decks. Ours starts with a structured, efficient interview that turns messy manual work into a ranked, dollar-denominated automation roadmap.

For a typical 110-person construction firm, the method surfaces around $168,985 in year-one savings.

5 steps
structured methodology
Ranked
by ROI & feasibility
Dollar figures
not vibes
Sample report
included
Free · No email requiredDownload The Playbook (PDF)
Why It's Different

Most AI Sales Calls
Are Vibes.
Ours Has A Method.

The Agent Savings Map is the same process we use on every paid engagement. It's repeatable, scoreable, and produces a real artifact. That's what makes a client comfortable cutting the first check.

Everyone else
Generic AI consultants
“Where are your inefficiencies?”
The Agent Savings Map
“Show me every back-office role. Now every workflow. Now this one, click by click.”
Their deliverable
Slide deck of trends and "opportunities."
Our deliverable
A ranked report. Per-workflow annual savings, automation %, fit score, payback period.
Their proof
“Trust us — it’ll save you a lot.”
Our proof
“We mapped 10 workflows, surfaced $168,985 in year-one savings, and ranked where to start.”
Their next step
Open-ended retainer. No clear first win.
Our next step
Fixed-price build of agent #1. Payback in 3–8 months. Quoted on the spot.
The Method

Five Steps.
From “What Do You Even Do” To A Ranked Roadmap.

Sample numbers below are representative of a typical 110-person construction client. Your numbers will be different — but the process is identical.

01
Role Cost Map

Map the back office.

We list every back-office role, headcount, and fully loaded cost. You’ll see, on one page, the total annual labor spend that’s actually in scope for automation.

Sample output
Annual role cost
$1,365,000
15 roles · 9 categories
02
Workflow Inventory

List the repeat work.

For each role, we capture every recurring workflow — frequency, time per run, monthly hours. The repetitive stuff humans shouldn’t be doing surfaces fast.

Sample output
Manual workflow cost
$487,920
10 workflows mapped
03
Workflow Step Map

Break each one open.

Pick a workflow and we walk through it click-by-click. Every tool opened, every copy-paste, every email sent — and where an agent could do it instead.

Sample output
Automation potential
70%
per high-value workflow
04
Agent Fit Score

Score each candidate.

Each workflow gets a 1–25 score across repetition, rules clarity, tool access, judgment required, exception rate, and savings potential. No guessing what’s automatable.

Sample output
Top-tier candidates
20–25
Excellent agent fits
05
ROI & Roadmap

Rank by dollars.

Every workflow gets annual savings, payback period, and feasibility. You walk away with a ranked roadmap — what to build first, second, third — and what to leave alone.

Sample output
Year-one savings
$168,985
across 10 workflows
Sample Output

What You Walk Away With.
A Concrete Report. Concrete Numbers.

Below: a sample Agent Savings Map report for a typical 110-person commercial GC. 15 back-office roles, 10 workflows, $168,985 in identified year-one savings.

Agent Savings Map Report
Sample report
Sample · prepared for

Redwood Ridge Construction, Inc.

110 employees · 15-person back office · Commercial construction
Annual labor analyzed
$1,365,000
Manual workflow cost
$487,920
Automatable value
$263,580
Phase 1 savings
$142,800
Section 5

Top Automation Opportunities

Ranked by feasibility × savings
Rank
Workflow
Manual cost
% auto
Year-1 savings
Fit
1
Vendor invoice intake and coding
$43,200
70%
$30,240
High
2
Weekly job costing packet
$50,400
55%
$27,720
Medium
3
Project closeout packet assembly
$59,136
45%
$26,611
Medium
4
Change order document prep
$30,600
60%
$18,360
High
5
Subcontractor insurance collection
$20,400
75%
$15,300
High
6
Bid document download & organization
$21,120
65%
$13,728
High
Total identified year-one savings (10 workflows)
$168,985
Section 6 · Build 1 of 3

Invoice Intake Agent

Vendor invoice intake, extraction, coding, duplicate detection, draft bill, approval routing.

Expected savings
$30,240/yr
Payback period
3–5 months
Why first
High volume, clear rules, structured documents, obvious pain. Most defensible win.
PDF · Free
Download the full playbook + sample report
The Playbook

The Same Method We Use
On Paid Engagements.
Yours, Free.

Seven pages. Every question we ask, every scoring rubric, the ROI formulas, and the workflow step template. Run it yourself or hand it to your COO.

7
pages
5
guided steps
1–25
fit-score rubric
100%
free download
Download the playbook (PDF)
No email required · Opens PDF in a new tab
Common Questions

Before You Click.

Yes. The playbook PDF is free. No email required to download. There’s no obligation, no follow-up nags. We earn money when you decide to have us build the agents — not before.

No. The whole point of the method is that it works in business language — roles, workflows, hours, dollars. We translate that into agent design after the fact. You never have to know what "RAG" or "MCP" means.

Directionally very accurate. We use your fully loaded role costs, real workflow frequencies, and conservative automation percentages. The output is usually within 15–25% of what we end up modeling on a paid engagement.

Most people book a 30-minute call so we can walk the methodology through their actual business — mapping real roles, real workflows, real dollars. On that call we sanity-check the numbers, sharpen the #1 build, and quote a fixed-price agent buildout on the spot. You’re never obligated to take that next step.

Because almost nobody else does it. Most AI consultants pitch with slide decks. We pitch with a method and a sample report. If you read the playbook and decide we’re not a fit, that’s fine — you walked away with a useful artifact either way.

Next Step

Download The Playbook.
Then Let's Talk.

The methodology plus a real-format sample report. No email required. Most people read it, then book a 30-minute call to talk through their specific situation.