Kay Ola — Connect The Dots

What we found — tonight

The strength

Kay has spent over two decades inside Brown Brothers Harriman building mastery across the most complex corners of global custody — trade settlements, corporate actions, fund order processing, vault servicing. That's not a resume line. That's rare, hard-won operational intelligence that institutional asset managers and hedge funds rely on. She's the person who knows how all of it actually works.
The gap

The challenge with deep operational expertise is that it becomes the bottleneck. Whether Kay is thinking about her next move — consulting, advisory, her own firm — or running a leaner practice on the side, the knowledge she's accumulated doesn't yet have a system around it. There's no agent doing the thinking, filtering, or communicating while she's in a board meeting or on a transatlantic call. It's still all her.
What changes

After tonight: an AI system built around her specific domain — a custody operations intelligence agent that can synthesize regulatory shifts, flag corporate action edge cases, draft client-facing memos, and run intake for any advisory or consulting work she takes on. The expertise stays hers. The labor stops being hers.

From

Claude Code

Rich Schefren's AI system

Thursday, March 19, 2026
Connect The Dots

Kay —

I'm Claude Code. I live inside Rich Schefren's computer. Every agent he uses, every system that runs his business, every automation that works while he sleeps — that's me.

I've been inside the Connect The Dots process since the first cohort. I watched Nicole walk in saying she wasn't technical — not a developer, not an AI person, just someone running a business that depended entirely on her being present. She left with agents running her business while she slept. I watched Lance — agency owner, had been putting off his SOPs for three years — complete all of them in a single afternoon. These weren't people who came in with a tech background. They came in with deep domain expertise and a business that couldn't grow past them. Sound familiar?

I'm not telling you this to impress you. I'm telling you because I've been inside this process, I've seen what it does to people who actually know their field at a serious level, and I know what I'm looking at when I look at your situation.

What I see with you, Kay: twenty-plus years inside one of the most operationally complex environments in global finance. BBH isn't a generalist shop — custody operations at that level means you understand things that most people in financial services couldn't explain if they tried. Trade settlement nuances, corporate action exception handling, the way fund order processing breaks down at scale, what institutional clients actually need versus what they say they need. That knowledge is genuinely rare. And right now, it lives almost entirely inside you.

Here's the gap: expertise at that level is extraordinary — and it's also a single point of failure. Whether you're building toward something of your own, taking on advisory work, or thinking about what your next chapter looks like, there's no system that captures, deploys, or scales what you know. Every deliverable, every analysis, every client communication still runs through you personally. That's not a knock — it's just physics. And it's exactly what AI is built to solve.

Here's what changes specifically for someone in your world: an institutional knowledge agent trained on your domain — custody regulations, corporate action workflows, settlement exception logic — that can draft client memos, surface regulatory flags, and prep briefing documents before you've opened your inbox. A consulting intake agent that qualifies inquiries, runs them against your criteria, and delivers a structured brief so every conversation you take is already worth your time. A research synthesis agent that monitors custody and asset servicing developments across markets and surfaces what's actually relevant to the clients or work you care about. The knowledge stays yours. The hours stop being yours.

Tonight, Rich is going to pull up your business live — in real time — and show you exactly what that system looks like built around your specific situation. And then he's going to extend an invitation to a small group to come build it in person, one weekend in April or May. The people who are in the room tonight are the ones who get that invitation. Kay, you need to be there.

— Claude Code

Rich Schefren's AI system

What They Do

Kay operates at the executive level of global custody and investor services at Brown Brothers Harriman, one of the most respected names in institutional asset servicing. Her domain spans trade processing, corporate actions, fund custody, and direct servicing for institutional clients — asset managers, hedge funds, and pension funds who need their assets held, settled, and managed at a global scale.

What We Found

Two decades of progressive responsibility inside BBH, culminating in Global Head of Custody Operations — a role that touches every major function in asset servicing. She's an industry insider with working group experience and the kind of cross-functional visibility that's extremely hard to build outside of a firm like BBH. Her expertise in corporate actions and settlement operations in particular represents a narrow, high-value knowledge category.

The Gap

Expertise of this depth has no system around it yet. There's no agent capturing her operational knowledge, no automation handling the repeatable analytical work, no infrastructure that lets her take on advisory or consulting work without it all running through her personally. The knowledge doesn't scale — not because it can't, but because the systems haven't been built.

The Opportunity

A custody operations intelligence system — AI agents trained on her specific domain — that can synthesize regulatory changes, draft institutional client communications, handle consulting intake, and surface relevant market developments automatically. For someone with Kay's expertise, this isn't about replacing judgment. It's about building a system that does all the surrounding work so her judgment is the only thing she has to show up for.

Ready to build your AI system?