Your team's best thinking is trapped in the wrong format, the wrong tool, the wrong meeting.
Context changes everything.
Start a conversationWhere AI actually changes knowledge work
Research & Synthesis
Your analysts spend 60% of their time gathering and 40% analyzing. I build systems that flip that ratio so the thinking starts sooner.
Document Intelligence
When your team reviews hundreds of documents for gaps and patterns, AI surfaces the ones that matter before they read the first page. Cuts review time by half or more.
Workflow Automation
The intake forms, status reports, and data entry your team does on autopilot. Except they're not on autopilot, they're just bored and error-prone. I automate the tedium so they can do the work they were hired for.
Knowledge Systems
The answer exists somewhere in your organization. In a Slack thread, a shared drive, someone's head. I build systems that make institutional knowledge findable in seconds.
Understanding first. Then I build.
Before I write a single line of code, 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 4–6 week pilot scoped to one workflow. Real solutions, delivered incrementally. No big reveal at the end. You see progress every week.
See the full processYou get real solutions, not a strategy deck.
Every engagement ends with something running in your real workflow. Sometimes that's software, sometimes it's a better process. If it doesn't work for your team, it doesn't ship.
One person. Same person. No handoffs.
I work with 3–5 clients at a time so each one gets direct attention. No juniors learning on your dime.
You own everything I build.
Every system, every line of code, every piece of documentation. Your infrastructure. No lock-in. No black boxes.
Every team is different. Tell me about yours.
Describe a workflowOr read what I'm thinking about AI in knowledge work.