Enablement · AI · Analytics · Salesforce · Customer Success

Follow The Problem. Bring A Lantern.

I turn the gaps between teams into products the business can actually run, and the systems underneath that keep them running.

Flagship systems

Working software with the proof left in.

Three systems lead the portfolio: visible decisions, persistent intelligence and research that can be audited after the agents finish.

Beyond the screenshot

Run a business investigation, inspect the decisions, or adapt one of the instructions behind the work.

Enterprise Lab

Work through a synthetic renewal investigation or support queue. Inspect the tool calls, review the proposal and see what changes after approval.

AI Work Library

Editable workflows, agent instructions, prompts and skill recipes, plus local evaluation examples you can deliberately break.

The products are the visible layer. These are the tools, engines, analytics and repeatable systems underneath them.

Nine things I actually do. Choose one and it explains itself here.

The differentiator is not one tool. It is a repeatable way of turning ambiguity into durable capability.

01
Frame
Clarify the real problem, constraints, users, failure modes and what should not be built.
02
Make
Prototype quickly with AI assistance, then work directly in the system, interface, data and code.
03
Prove
Test failure paths, validate against source data, disclose blast radius and correct the story when evidence disagrees.
04
Multiply
Convert the solution into runbooks, reusable automation, design patterns and tools other people can operate.

Opportunities, collaborations, complicated systems and ideas that need a real shape are all welcome.

Send an email if you’re curious.