I keep an eye on the systems already in use and flag drift before it becomes team frustration.
AI Maintenance
Lightweight stewardship for teams that already have systems in place and want them kept healthy as tools evolve.
This offer is built for teams that want practical movement, not AI theater.
- Your AI workflows already exist.
- Tools, prompts, APIs, and team habits keep changing.
- You want stability without creating dependency.
Light adjustments keep workflows aligned as people, constraints, and expectations change.
Prompts, automations, and handoffs get tuned when platform behavior or team needs shift.
When something breaks or gets confusing, you have a practical partner who understands the system.
I translate tool changes into plain advice about what matters, what to ignore, and what to update.
Your team can ask focused questions without restarting a larger consulting engagement.
The diagnosis helps confirm whether this is the right starting point before either of us spends time on a call.