Thought leadership
OpenAI dots: Delegated Work Needs the Same Definitions
A team of agents can divide a campaign and still disagree about what a qualified account or a booked
meeting means. Delegated work only adds up when its definitions agree.
Jeremy Schiff
October 11, 2026
4 min read
Thought leadership
Meta Muse: The Business Should Keep What It Teaches AI
The twentieth time you explain your business to an AI, you are building a record of how it works. That
record should survive the handover to the next person and the switch to the next tool.
Jeremy Schiff
October 9, 2026
4 min read
Thought leadership
Instinct Learns You. Who Decides the Company's Rules?
An assistant that learns your preferences is easier to delegate to. At work, a personal preference, a
team convention, and a company rule carry different authority, and somebody has to decide which governs.
Jeremy Schiff
October 8, 2026
4 min read
Thought leadership
Instinct, Meta Muse, and OpenAI dots: Company Work Has No Repository
Personal agents learn the person and coding agents have the repository. Company work has no shared place
for what people teach AI, so ten people end up teaching ten versions of the company.
Jeremy Schiff
October 6, 2026
5 min read
Thought leadership
The Most Important Context Your AI Needs Was Never Written Down
Enterprise search can find what your company wrote. Most of the operating context AI needs was never
written down at all, so it has to be taught or inferred, and then reconciled before AI can behave
consistently.
Jeremy Schiff
August 28, 2026
11 min read
Thought leadership
ETL Built the Assembly Line. RARE Lets AI Drive.
Retrieve, Augment, Reason, Execute: a pattern for context-aware knowledge work across APIs. Where ETL
follows a route decided in advance, RARE lets the AI work the route out from live data and how your
organization actually operates.
Jeremy Schiff
August 26, 2026
11 min read
