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AI implementation for businesses of all sizes.

No business is too small or too big for us to make an impact on.

We set up AI agents inside your own Claude or ChatGPT account. Each one drafts the work in the tools you already run and waits for your approval.

30 minutes · From $700 a workflow · Nothing sends until you say so

Front desk · waiting for you

Sample: a new enquiry by email, after hours

  1. Read the enquiry in Gmail
  2. Checked Google Calendar
  3. Drafted the reply, waiting for you

Hello, and thank you for getting in touch. We have an opening on Thursday morning or Friday afternoon. Which suits you? If neither works, send a time and we will confirm it.

A sample. Nothing here was sent.

Nothing sends until you say so.
Set up inside the tools you already run
  • Claude
  • ChatGPT
  • Gmail
  • Google Calendar
  • Google Drive
  • HubSpot
  • QuickBooks
  • NetSuite
WHAT WE DO

One team for AI agents, from one job to a company-wide rollout.

AI agents set up in your account

Front desk, Get paid and Lead response, installed inside your own Claude or ChatGPT account.

  • Tested on twenty of your own past cases
  • Your team trained in one session
  • Checked every month
See how it works

Audit and build

We map every workflow, forecast what an agent returns, and build the ones you pick.

See the proof

Enterprise pilots

One seat, your own hardware, a controlled rollout.

See pricing

We also build lead generation agents: each one finds prospects that fit, drafts the first message, and holds every send for your approval.

HOW IT WORKS

Four steps to AI that works.

  1. Book a call

    Thirty minutes on what takes your time.

  2. We set it up

    One job, inside your own Claude or ChatGPT account.

  3. You approve

    Nothing sends until you say so.

  4. We check each month

    We review results and tune it.

Your account stays yours.

Four facts about where the agent lives and what happens if you stop.

In your own account

The agent lives inside your own Claude or ChatGPT account and works in the tools you already run.

You approve every send

Nothing sends until you say so.

Checked every month

Each month we rerun your saved cases and tune the rules.

Yours if you stop

If you stop working with us, you keep the copy you installed.

ALL SIZES

Priced per workflow.

You see the number before we build.

No business is too small or too big for us to make an impact on.

Solo and small teams

Installed in your own Claude or ChatGPT account.

From $700 a workflow$400 mapping session · Monthly review quoted
  • Tested on twenty of your own past cases
  • Your team trained in one session
  • Checked every month

Mid-size companies

Mapped, forecast and built workflow by workflow.

Fixed fee per workflowAudit quoted after the call · Blueprint included
  • Payback shown on every row first
  • Measured at 30 and 90 days
  • Agents go live one at a time

Enterprise pilots

One seat, your own hardware, a controlled rollout.

Quoted per workflowOne seat · Scope agreed in writing
  • Read-only before it can write
  • A named owner who can pause it
  • Your own hardware or cloud

Starting prices. Each workflow is quoted after the call.

Questions owners ask first.

hello@mappedmargin.com

All questions
Does a person approve what the agent does?

You decide that for each action, and the Blueprint row records it. On invoice matching the agent posts a clean match to the approval queue. Your controller still approves the batch. Payments, customer offers above your limit, and changes to pay records stay with a named approver. We do not build agents that approve spend, change bank details, release a payment, or sign a contract.

What happens when an agent gets one wrong?

An agent will get some cases wrong. Each agent has a confidence threshold you set, and a case below it goes to a named person with the reason attached. Before go-live the agent runs in parallel with your team. We measure its error rate against theirs and print it on the Blueprint row. The log shows what the agent read and what it wrote, and the agent's owner can pause it. We measure again at 30 and 90 days. If a result lands below the forecast, we tell you the week we find it.

Can it work in NetSuite?

Yes, inside your own Claude. The agent reads your customers, orders and invoices through Oracle's own NetSuite connector, drafts the reminder or the record change, and waits for your approval before anything is written. Oracle's connector needs a Claude Pro plan or higher.

We have fewer than 50 people. Is this for us?

Yes, through our small-business team. The full Audit and Blueprint are built for companies of 200 people and up, where the volume carries the forecast. Under about 50 people a separate team runs a shorter engagement sized to your headcount, with the same agents and the same controls. Book the same discovery call and say your size, and that team takes the call. The starter path sets out the steps, from the mapping session to your first agent.

What if we want another firm or our own team to take over?

You tell us, and within 24 hours you have the files and complete control: the agent code and prompts, the runbooks, the logs, and the accounts each agent signs in with, transferred to a person you name. The agents keep running while the handoff happens. Nothing we build depends on a platform only we can operate.

What happens to our staff?

We report the headcount effect the numbers show, up or down, on every row of the Blueprint. An agent takes the routine cases in a workflow, and the people who run it today keep the exceptions, the approvals and the vendor calls. The Audit also lists the work that has sat in a queue for months because your team had no hours for it, so you can see where the returned hours could go before you change a role. We will not write a document to justify a decision you have already made.

Let us set up your first agent.

Start with one workflow in your own account.

30 minutes · From $700 a workflow · Nothing sends until you say so

  • Your own account
  • You approve every send
  • Checked every month
  • Yours if you stop

hello@mappedmargin.com

We reply within one business day.