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The best advice on building partner programs that produce forecastable revenue.

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RevOps analyst reviewing partner pipeline forecast with confidence band on dual monitors

Forecastability: 2026 Framework and Operating Model

Forecastability is the upstream property of a deal or pipeline that lets its outcome be predicted with high confidence inside a known time horizon. It is not the same as forecast accuracy; it is the condition that produces forecast accuracy. Most enterprise pipelines are not forecastable, and the cost is…

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Editor's Picks

MDF Event: A Working Playbook for Partner Pipeline

What is an MDF event? Short answer: An MDF event is a partner-funded or jointly funded field marketing motion where market development funds underwrite a customer-facing activity (executive dinner, regional workshop, conference booth, or industry breakfast) with a named pipeline target and a sourced and influenced reporting back to the funding partner. It is not […]

Nearbound Marketing: What It Is and How It Works

Demand generation that runs through partners by borrowing their trust, measured as pipeline.

MDF Programs That Generate Real Pipeline (Not Just Activity)

Short answer: most MDF (Market Development Funds) programs in B2B SaaS waste 50 to 70 percent of their budget. The cause is structural, not size. MDF gets framed too narrowly as marketing money. It then goes to partners who will not run the activity that drives pipeline. The fix is a defensible MDF program that […]

A head of partnerships presenting an ecosystem ROI breakdown on a wall monitor to a chief financial officer, a printed return calculation on the conference table, deep navy and warm amber palette

Ecosystem ROI: How to Measure It Properly

What is ecosystem ROI? Short answer: Ecosystem ROI is the return a company earns on what it invests in its partner ecosystem, measured as the revenue and efficiency the ecosystem produces against the cost of running it. It is measured badly far more often than it is measured well, usually because teams count only the […]

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