The library

Papers & briefs

Longer-form writing on the revenue stack, forecasting, and AI in sales. Request any of them and a private read-link arrives in your inbox.

A platform paper · For revenue leaders & ops

One platform for the whole revenue motion

Most revenue teams run a separate tool for every part of the motion, and deal context gets lost in the gaps. This paper makes the case for one system that carries a deal from first touch to renewal.

13 pages · 20-min read · For revenue leaders & ops

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A category manifesto · For revenue organizations

Position, not intelligence

AI sales tools increasingly run on the same underlying models, which makes model quality a weak basis for choosing between them. This manifesto argues the durable differences are positional — where a system sits, what it accumulates, and who governs it.

12 pages · 18-min read · For revenue organizations

A field guide for revenue leaders · For CROs & sales leaders

Revenue sovereignty in the age of AI

AI vendors are asking for deep access to pipelines, inboxes, and account history. This guide works through five challenges that come with granting that access — and what to require from a vendor so what the system learns stays yours.

13 pages · 20-min read · For CROs & sales leaders

A brief for chief revenue officers · For CROs

The forecast you can defend

Most forecasts start as rep opinion and pick up false precision at every roll-up. This brief covers why that happens, and how a forecast built from live deal evidence holds up in front of a board.

4 pages · 6-min read · For CROs

For security & procurement review · For security & procurement

The control layer

What a security review needs to know before Ultragent runs on live deals: how the approval gate works, what the system can access, what gets logged, and where learned knowledge is stored.

8 pages · 12-min read · For security & procurement