Notes on Revenue Convergence.

Working out loud on the architecture, the discipline, and the patterns we're seeing in enterprise partner ecosystems.

SIGNALS PROCESSING
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PRE-INTENT SIGNALS
What earnings calls tell you about your pipeline
5 min read · Coming soon
FORECAST DELTA
When your CRM and field signals disagree
7 min read · Coming soon
Category

Revenue Convergence: why partner-influenced revenue keeps slipping the forecast

The forecast is only as good as the signal sources. One source is guesswork. Two converging sources is intelligence. Three is a defensible claim — and the third arrives 60-90 days before your CRM does.

Recent posts.

Category

“Partner ecosystem” is the category most software companies fit into. We're not in it.

Most CROs don't recognize the category by name yet — but they recognize the pain. Partner ecosystem platforms manage the program. Revenue Convergence platforms make the revenue forecastable.

Mechanism

A partner goes quiet on an active deal. How many days before your team notices?

For most alliances leaders and CROs, the honest answer is somewhere between “two weeks” and “after the deal slipped.” Signal Convergence is the architecture that fixes the gap — three signal streams, cross-corroborated, before the deal moves.

Discipline

Partner-influenced revenue is your fastest-growing pipeline source. It's also your least forecastable.

Most CROs know this. Few know exactly why — and the variance walks across the leadership review every quarter until the operating model changes.

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From the Blog

Recent thinking from the team.

Forecast Blind Spot

Your partner-influenced pipeline is your least forecastable pipeline. Here's why.

Partner-influenced revenue is your fastest-growing pipeline source. It's also your least forecastable. Most revenue leaders know the first half of that sentence. Fewer can explain the second half — and almost nobody can fix it.

Outcome Pricing

Why we don't price PartnerSignals per seat

Per-seat pricing answers a question nobody in revenue is actually asking. A seat license asks how many people will log in. But nobody buys partner-revenue intelligence to give their team another tab to open.

Forecast Blind Spot

The Forecast Delta: A New Discipline for Forecasting Partner-Influenced Revenue

Every forecast call has one number nobody fully trusts. It is usually not the direct pipeline. The less trusted number is often partner-influenced revenue — and that gap has a name.

AI & GTM

Where agentic AI is actually working in revenue — and where it isn't

The agentic stack is no longer a demo. But 'agentic AI in revenue' gets sold as one thing when it's really two — and only one of them works yet.

By topic.

Category

The shape of Revenue Convergence as a category. Where it sits relative to partner management, revenue intelligence, and CRM.

Architecture

The Signal Convergence layer — how three streams converge, what the model surfaces, why convergence is the signal.

Discipline

Partner Revenue Intelligence as the governance discipline — how revenue leaders run partner-influenced revenue with the same rigor as direct.