How to Build an AI Backlog for Your Solo Business

Listen to the episode that discusses this: The 5P Framework: How to Build an AI Backlog for Your Solo Business | Lone Wolf Unleashed

Most solo founders who tell me "I don't know how to get started with AI" don't have a technology problem. They have a visibility problem. They can't see their own work clearly enough to know what to hand off.

Think about it. This is the same challenge you'd face making your first hire. You know you're overwhelmed. You know you need help. But when someone asks "what do you want me to do?" you stall, because you've never written it down.

The instinct is to brain-dump a list of tasks and start automating the ones that feel tedious. That works in the short term, but it's not systematic, it's not scalable, and it won't build an ecosystem that holds together as your business grows.

There's a better starting point.

The 5P framework is a hierarchy. You work from top to bottom, and each layer builds on the one above it: Persona, Profile, Process, Procedure, Performance.

Persona is where you start, and it's not about your business. It's about you. Why did you start this thing? What do you want your life to look like? What moments do you want more of, not just the milestone moments, but the ordinary Tuesday afternoon ones? What do you enjoy doing, and what drains you? Write it down. All of it. This becomes the filter for every delegation decision that follows. If you hate a task, that's useful data. If you love one, protect it.

Profile is a one-page view of your business. Picture three columns: suppliers on the left, customers on the right, your business in the middle. In the centre, list the high-level activities you perform to deliver value. Manage marketing. Manage delivery. Manage sales. Use verb-noun language, because you're describing actions, not departments.

Process is where things get concrete. Take each of those high-level activities and break them into ordered tasks. Your marketing process might run: plan content, record podcast, edit episode, write newsletter, publish to socials. Map them left to right in the sequence they happen. Note who's involved at each step, including external stakeholders like customers and suppliers, because those handoff points are where delays hide. Note the systems and templates you use along the way.

Procedure is the how. Each task on your process map becomes its own procedure, a step-by-step walkthrough detailed enough that someone who isn't you could follow it. How do you record a podcast episode? Review the content plan. Open Descript. Set up the camera. Hit record. Granular, repeatable, and specific to how your operation works.

Performance closes the loop. What are you tracking to know whether this is working? Revenue, cycle time, hours worked, evenings off. Whatever matters to you.

The power is in the hierarchy. Persona tells you why. Profile tells you what. Process tells you in what order. Procedure tells you how. Performance tells you whether it's working.

It's at the procedure level that AI opportunities become visible.

Here's a concrete example. I plan my podcast episodes for the entire year. Each episode sits as a task in my content calendar with a title and subtitle already assigned. Every week, I used to manually review the next episode, pull together background notes, and build out a list of talking points. It took about 15 minutes, and it wasn't hard. Just repetitive.

Now, an AI agent handles that step. It picks up the next open episode task, grabs the title and subtitle, pulls in relevant material from my 5P documentation, and generates a bullet-point outline for me to review before I sit down to record. My prep time drops, my review is faster, and the recording itself is more focused.

Fifteen minutes a week doesn't sound transformative on its own. But stack that kind of saving across every process you run and those minutes compound into hours. Over a year, that's the difference between 70-hour weeks and 40-hour weeks, with no drop in output.

The key insight: you can't identify those opportunities until you've written the procedure. The procedure is the backlog. Each step is a candidate for automation, delegation, or elimination.

If building out the full 5P framework feels like a big commitment, there's a quicker entry point.

Open your calendar and audit what you did last week. If your calendar doesn't reflect your real work, spend the next two weeks logging what you do in 15 or 30-minute blocks. Don't plan aspirationally. Record what you're doing as it happens.

After two weeks, you'll have a clear picture of where your time goes. Each of those activities can become a documented procedure. Each procedure reveals candidates for AI to handle.

The time flux method gets you a list fast. The 5P framework makes that list sustainable. Use whichever gets you moving, but build towards the framework over time.

Pick one process. Just one. Whichever eats the most of your week.

Map it out left to right, task by task, in the order things happen. Use verb-noun labels: "write proposal," "send invoice," "review draft." Assign each task to whoever handles it (probably you, for now). Note the systems and documents involved at each step.

Then pick one task from that map and write the procedure. Step by step, detailed enough that someone or something else could follow it without asking you a single question.

You've just created your first AI backlog item. Now do it again.

Feel like you need help? The Wolf Pack is my program dedicated to helping solo founders systemise their businesses so they can find freedom.