Client reporting used to be the thing I dreaded every month. Pull the numbers for every client, work out what they meant, write it so a business owner would actually read it, send it before anyone asked.
25 hours a month
Most of a working week, on a deliverable nobody was excited to receive.
It does not cost me that anymore. The software was the easy part.
The Log / Issue 001
A report has three jobs in three different places
- What happened lives in the analytics platforms
- What we did about it lives in the project manager
- What it means lives only in my head
So the setup mirrors that. Performance data pulls straight from our reporting platform. The work section is built only from tasks actually marked complete, which means the report enforces its own honesty. The interpretation is the only part I still touch. Out comes a mobile page, a PDF, and a short email with the three things that matter.
The automation was not the hard problem. The standard was. I had never specified what a good report looked like, which is exactly why it took 25 hours and came out different every time.
Steal This
The Monday Numbers Brief
One workflow any business can run, whatever you sell. Every Monday at 7am, one page lands in your inbox: last week's core numbers, what moved, and the two things that need a decision. No dashboard to log into, no one spending Friday building it.
Paste this into Viktor and answer the questions it asks you:
Copy this prompt into Viktor
Viktor, build me a Monday Numbers Brief.
Every Monday at 7am, email me one page covering last week for my business. Before you build it, ask me: what my business does, the 5 numbers I actually run on, where each one lives, and who else should get it.
The brief must have: the 5 numbers with the change vs the prior week and the 4-week average; a plain-English line on what moved and why; the 2 things that need a decision from me this week; and anything you could not pull, flagged instead of guessed.
Under 300 words. No filler. Then set it to run every Monday and show me a sample first.
It will not be perfect the first Monday. Reply to the email telling it what was missing and it fixes itself for the next one. That is the whole method.
What Broke
It reported work we had not done yet
The first version pulled from all project tasks, not just completed ones, so the report listed things we had planned as things we had done. I caught it in review only because I knew one item had not shipped.
Fix: only closed tasks with proof of work attached appear in a client report. The lesson has held every time since. The dangerous automation failure is never the one that crashes. It is the one that is confident, plausible and wrong.
The Ask
Five AI Operations Audits, at no charge
Three weeks. I interview your department heads, map how work actually moves through your company, and hand you a scored roadmap of every workflow worth automating, with hours and dollars attached. You keep it either way. Normally $7,500, and right now I want five case studies more than the fee.
- Fits if you have 10+ employees, 2+ department heads, and you can say yes
- Does not fit if you are solo, or you want someone to pick tools for you
Five slots. Reply with the word AUDIT and your headcount and I will send the intake.
When they are gone the price goes back to $7,500 and I will say so here. Solo? Reply with your most annoying recurring task instead and I will tell you how I would set it up.
Scott
Sponsored by Viktor
The AI employee that runs the workflows in this newsletter
Every prompt I publish here is one I actually run inside Viktor. It connects to the tools you already use, does the work, and reports back like a team member.
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