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Growth Machines

AI built into the tools you already pay for

We build agents and workflows inside your own Claude or OpenAI workspace, so your data stays in your accounts and your team keeps what we build.

Run it in the agent

Which of your team's tasks should AI take first?

Give the agent your website, then list the tasks your team repeats and the hours they take. It maps each one by effort, time back and risk, and writes the first three set-ups. Free, with a free account.

What we do

  • Repetitive work handled inside the tools you already pay for.
  • Your data stays in your accounts, and you keep what we build.
  • A person on your team approves what goes out.

Workflow map

We find the work worth automating first: tasks that repeat every week, take hours and follow the same steps.

  • Step by step write-ups of the tasks
  • Hours spent and tools used on each
  • A shortlist ranked by time saved and risk

Agents and workflows

Built inside your own Claude or OpenAI workspace, or in tools you already use, like Google Sheets.

  • Research and enrichment
  • Outbound drafting, with agents built on Grok Bot
  • CRM entry and reporting
  • Content drafting in your brand's voice
  • Bilingual content workflows

Calibration

We tune quality with your team on real output until it meets your bar.

  • A person approves every draft that goes out
  • Fixes made on the cases your team flags

Adoption and handover

Your team runs what we built, and you can see that it does.

  • Training for the people who run each workflow
  • Workflows in use, drafts sent and hours saved reported to you monthly

What the work looks like

Client results as published on davidzagury.ca/consulting.

Sample deliverableWorkflow map: what to automate firstHarrowfield Supply, a fictional company
TaskHours a weekBackCall
Quotes for repeat customers96Build first
Product descriptions in French and English64.5Build first
Logging sales calls in the CRM53Build next
Replies to where is my order emails73Not now

The last one saves hours and stays manual: a wrong answer reaches a customer.

Open the full sample

Altitude Sports

E-commerce · outdoor retail
Same dayturnaround, down from 2 to 4 days

Bilingual product content goes out the same day instead of two to four days later, and the external partner's fee is gone.

The problem. Bilingual product content went through an external partner: two to four days per batch, and no way to check it.

What we did. A Google Sheets-native automation. One script, one spreadsheet, nothing new for the team to learn.

50%+
faster end to end
$10Ks
saved per year

“Tu as parfaitement compris nos problématiques internes complexes. La solution concrète que tu nous as proposée nous apporte déjà une aide précieuse au quotidien.”

“You understood our complex internal challenges perfectly. The solution already helps us daily.”

Hélène Soares, Altitude Sports

Inscora

Cyber-insurance startup
3 / weekon 15 minutes of their time

A marketing team of one now publishes three posts a week on fifteen minutes of their own time.

The problem. A category to own and one person to do it. Content happened when there was time, which was never.

What we did. Built the whole content system: a voice guide, four content pillars, a 72-post calendar, and the drafting workflow the team runs itself.

72
posts planned across six months
< 5 min
from rough bullets to a finished post

The details

Where it usually goes wrong

Pilots that never ship

Many AI projects stop at a demo. The workflow never reaches the people who do the work every day.

Another tool to adopt

A new subscription means another login, another training and another place for your data to live.

Mistakes with no owner

An agent that writes to customers or the CRM without review lets one bad output reach a client.

How this service runs
  1. Discovery call

    30 minutes on the work that eats your team's week. You leave with a short teardown, whether you hire us or not.

  2. Short intake

    Step by step write-ups of the tasks, your tool list and costs, seat details, and read-only access where needed.

  3. Workflow map

    The shortlist of what to automate first, and why.

  4. Build

    Agents and workflows inside your licenses, with a person approving what goes out.

  5. Calibration

    We tune quality with your team on real output.

  6. Adoption tracked

    Workflows in use, drafts sent and hours saved, reported to you.

What you receive
The workflow map
What to automate first, with the time each task takes today.
Working agents and workflows
In your accounts, under your licenses. You keep them.
Training for the people who run them
So the workflows keep running after we step back.
Adoption tracking
Usage and tool spend before and after, reported to you.
Who it is for · What we need from you
  • Teams with repetitive work in outreach, research, CRM entry or reporting.
  • Companies already paying for Claude, ChatGPT or OpenAI seats.
  • Leaders who want it done well and safely, with a person approving what goes out.

Step by step write-ups of the tasks, your tool list and costs, seat details, and read-only access where needed. One short intake covers it all.

How fees work

A fixed fee, agreed before work starts. No hourly billing.

Read-only access, built inside your own licenses, scoped after the discovery call.

The guarantee

If your team is not using a system within 60 days, we rebuild it for free until they are.

Written into the agreement, not only this page.

Questions

Where does our data live?

In your accounts. We build inside your own licenses and connect read-only where we need data.

Do we need new software?

Usually not. We start with the tools you already pay for. The Altitude Sports automation runs on one script and one spreadsheet.

Who approves what the agents send?

A person on your team, before anything goes out.

What can you automate?

Research, outbound drafting, CRM entry, reporting and content are the most common. The workflow map shows what is worth doing first in your team.

What happens after the build?

A calibration period with your team, then adoption reported to you monthly.

See where you stand in minutes.

Open the growth agent and give it your website and your goals. It reads your site, looks at your first screen like a visitor, asks ChatGPT, Gemini and Google AI Mode what they say about you, and ranks what to do. Then do the work with your team, or hand it to the studio.