Where LOOP comes from

LOOP started inside a real firm. Its founder is a Director at an investment bank, a CFA charterholder, and holds an MBA from Wharton. He has spent his career inside companies’ internals, reading how businesses actually run: where the money is made, where the hours go, and where reporting drifts from reality.

When AI arrived, he ran the rollout at his own firm: an AI workspace across roughly two hundred people, on the order of a million messages a year, and an annual AI budget he was accountable for. What he learned is that adoption is won or lost in the rollout – people use AI when it is wired into their actual work, and ignore it when it is handed to them as another login.

Then he led the team that built the next layer: an internal platform that reads mail, calendar, chat, notes, and transcripts, connects them to live work, and flags when the record stops matching reality. It has run every day since. LOOP exists to build that same layer, properly, for firms that will never staff it internally.

A handful of engagements at a time. The person you talk to is the person who does the work, and firms of 20–200 people are the specialty.