AI workflow automation: how to actually do it

“Automate your workflow with AI.” Easy to say. Vague to do.

This guide is the concrete version. How to find the right workflow, build the automation, and keep it from doing something dumb. It’s the same method I use in paid sessions, written down.

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Step one: map before you automate

Pick one workflow and write its steps as if training a new hire. Where does it start? What decisions happen? What does “done” look like?

Most people discover the workflow is fuzzier than they thought. That’s the point. AI amplifies whatever process you give it, including a broken one.

Automation or agent? Know the difference

An automation follows a fixed recipe. When an invoice arrives, extract the numbers, log them, draft a confirmation. Cheap, reliable, and right for most tasks.

An agent makes decisions along the way. It reads the inbox, judges urgency, drafts responses, and escalates what needs you. More powerful, more to govern. Start with automations. Graduate to agents where judgment is the bottleneck.

Connect the tools you already run

The value shows up when AI touches your real systems. Email, calendar, CRM, docs, spreadsheets. Modern setups connect Claude directly to these, so the automation acts where the work already lives.

Rule of thumb: no new software until the old software is automated.

Keep a human on the big red buttons

Approval gates are not optional. Anything that sends money, signs, or commits you publicly should pause for a person.

Good setups log every action. You can audit what ran and why. Trust is a feature you build in, not a vibe.

The toolkit

The same stack I set up in client sessions. Claude reads and writes. Claude Code builds the connections. Claude Cowork runs the workflow where your team already works.

PRICING // COLLIN INC.
1-ON-1 SESSION$1,800.00

YOU AND ME. VIRTUAL OR IN PERSON. BRING THE PROBLEM. LEAVE WITH A WORKING TOOL.

TEAM WORKSHOP$1,000.00 ea

THREE PEOPLE MINIMUM. EVERYONE WORKS ON REAL TASKS FROM YOUR BUSINESS.

CUSTOM BUILDfrom $7,000.00

STRATEGY, DESIGN, BRAND, PRODUCT. WE BUILD IT FOR YOU. YOU OWN IT.

HAVE A QUESTION? EMAIL ME

Questions

The one with the most repetition and the least judgment. For most businesses that’s email triage or report assembly.
No. Tools like Claude Code build these connections from plain-English instructions. That’s exactly what my sessions teach.
A hands-on session is $1,800 and ends with an automation running on your real work. Full agent systems start at $7,000.
A single workflow, end to end, fits in one 2-to-3-hour session. Systems with multiple agents take days to weeks.
Usually. If your CRM has email in or export out, AI can meet it there. We check your stack before building.
Final decisions with real consequences. Sending money, signing, firing off sensitive messages. AI drafts. A person approves.

Book a session

Here’s what to do. Send an email. Pick a time, virtual or in person. Show up with the thing that’s been nagging you.

No prep. No homework. No awkward sales call. One session. Bring the problem. Leave with the solution.

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