Every leadership team knows AI matters. Almost none can tell you where it matters most for their organization.
Context changes everything.
Start a conversationWhere AI actually changes knowledge work
Research & Synthesis
Your analysts were hired for their judgment. They spend most of their time on everything else: gathering sources, cross-referencing, assembling context. AI can flip that ratio, but only if you automate the right half of the work.
Document Intelligence
Your team reviews hundreds of documents looking for gaps and patterns. The problem isn't volume; it's that no one can tell them where to look first. I identify where AI can surface what matters before anyone reads the first page.
Workflow Automation
The intake forms, the status reports, the data entry. Your team calls it routine. It isn't routine; it's just tedious, and tedious work breeds errors. I evaluate which processes are genuinely ready for AI and which ones need something else entirely.
Knowledge Systems
The answer exists somewhere in your organization. In a Slack thread, a shared drive, someone's head. The problem isn't that the knowledge is gone; it's that finding it takes longer than recreating it. I map how your institutional knowledge flows and where it disappears.
“The problem isn't that the knowledge is gone. It's that finding it takes longer than recreating it.”
Understanding first. Then, clarity.
Before I recommend anything, I sit with your team. I read what they read. I watch where they get stuck. I map the invisible tax your organization pays every day because knowledge lives in the wrong place, in the wrong format, at the wrong time.
Typical first engagement: a focused assessment that produces a strategic roadmap. Where AI will have the highest impact, what to do first, what to skip. Most clients know exactly what to do within 30 days.
See the full processStrategy grounded in your operational reality.
I don't hand you a framework borrowed from a case study that doesn't apply. Every recommendation comes from watching how your team actually works, in their actual environment. (The assessment itself often reveals more than the final deliverable.)
One senior advisor. Start to finish.
I work with a handful of clients at a time so each one gets my direct attention. No juniors, no handoffs. The person who observes your team is the person who writes the recommendations.
Recommendations you can act on immediately.
You own the roadmap and every recommendation. No proprietary frameworks, no ongoing dependency. Clear enough that your team can execute with or without me.
Every team is different. Tell me about yours.