How I Can Help
The situations I see most often.
Where AI Fits
Everyone says you need AI. Nobody says for what.
- Which parts of your business would actually benefit?
- What's real today, and what's still a demo?
- What should you deliberately not do yet?
I help you separate what's worth doing from what's just noise.
AI Readiness
The tools are easy to buy. The foundation isn't.
- Is your data clean enough to trust?
- Do your systems and your people support it?
- What has to be true before any of this works?
I help you find out what has to be in place first.
AI Risk & Security
Your team is already using AI. The question is how.
- What data is leaving the building?
- Who approved the tools already in use?
- What happens when the output is wrong?
I help you put guardrails in place without stalling the work.
Vendor & Tool Claims
Every vendor added “AI” to the pitch. Few can explain it.
- What does the AI actually do?
- What are you paying for that you can't measure?
- Who's accountable when it fails?
I help you see past the pitch.
AI-Generated Code
AI writes code fast. It doesn't own the outcome.
- Who reviews what gets shipped?
- What breaks when nobody understands it?
- Is it secure, or just working?
I help you use it without inheriting the risk.
Who Manages It
You're buying AI. Someone has to run it.
- Who owns it after the pilot?
- How do you know it's still working?
- What does it cost to keep going?
I help you decide what to own, what to outsource, and what to skip.
How This Works
Simple process. No mysteries.
We Talk
I learn about your situation and what you're trying to figure out.
I Dig In
Documentation, conversations, the real picture.
You Get Clarity
Prioritized recommendations you can actually act on.
Ongoing (If Needed)
One engagement or ongoing—I'm here when you need me.