AI strategy and implementation

AI that makes business sense

Most owners know AI matters. Few know exactly where it fits or what to do next. I close that gap. I diagnose the business before I recommend a tool, then plan or build the part that pays off.

19–21 hrs a week before, for two articles and two videos
13–21 hrs a week now, roughly, for a full week across five platforms
0 hires added
8 yrs fixing systems before I built with AI
The stack behind my own content system
claude code codex wordpress hyperframes vibevoice hugging face metricool
How I work

Find. Fix. Future-proof.

Find

I map where your week actually goes and rank where AI pays off. You get a shortlist, and an honest list of what AI should not touch.

Fix

I design the workflow and build it on the tools you already pay for. Real inputs, real outputs, error handling, and a handover doc your team can follow.

Future-proof

Systems drift when the business changes. I keep them working, measure what they save, and pick the next job off the shortlist.

Proof

I ran it on my own business first

The AI content system behind ESTableTennis, my table tennis content business. One system writes, narrates, renders and schedules a week of content across five platforms.

A week of content took 19–21 hours for two articles and two videos. Now it takes roughly 13–21 hours across five platforms, with no one hired. Read the full case study for the method and its limits.
Planning2 hrs
Two blog articles4 hrs
Two video edits8–10 hrs
Website and SEO upkeep5 hrs
Before: a typical week19–21 hrs
Now: a full week across five platformsroughly 13–21 hrs

Before is my recollection, not time-tracked. Now is measured from session logs (July to September 2026) and counts supervised session time, including review and render waits, not hands-on effort.

Find where AI fits

One call, one honest answer on whether AI is worth it for your business yet. No charge while I build up my client roster.