All Dispatch Reports — Page 4

ICP & Market Research

AI Prospecting in 2026 — Rotate Sources Before You Rotate Reps

When AI prospecting underperforms, leaders often change the copy, the model, or the rep. The more durable diagnosis begins one step earlier: which source was allowed to put this account into the queue, how fresh was its evidence, and was that evidence suitable for the channel and action that followed? Source rotation turns those questions into an operating system rather than a postmortem.

Lead Qualification

AI Lead Qualification in 2026 — Calibrate Confidence Thresholds Before Routing to Sales

An AI lead score becomes consequential when it changes who receives sales attention. Before a team turns 0.74 into qualified and 0.73 into rejected, it needs to know whether the score is calibrated, whether the evidence is complete, and what each kind of error costs. A routing threshold is a business decision supported by a model, not a property the model discovers by itself.

B2B GTM Strategy

AI SDR Memory in 2026 — Persist Facts, Expire Inferences, Limit Writes

An AI SDR that remembers nothing repeats questions and loses continuity. One that remembers everything accumulates stale roles, unsupported assumptions, and sensitive details until no one can tell what is safe to use. The practical answer is a memory ledger: different classes of memory, different writers, explicit expiry, visible lineage, and a dependable correction path.

B2B GTM Strategy

AI GTM Incrementality in 2026 — Measure Lift, Not Just Meetings

An AI-assisted campaign can be credited with meetings it did not create. Some buyers would have responded anyway; some meetings replace activity from another channel; some disappear when qualification is applied; and some require more review work than the dashboard reveals. Incrementality asks the harder question: what changed because the AI workflow ran?

B2B GTM Strategy

AI SDR Operating Model: Roles, Boundaries, and Decision Rights

Putting an AI SDR into production changes who can research, recommend, contact, and commit on behalf of a business. This operating model helps revenue leaders allocate those rights deliberately, define the handoffs between automation and people, and decide what evidence is required before authority expands.

Outreach & Follow-Up

Human Escalation Design for AI SDR Programs

An AI SDR escalation can fail even when a human receives an alert. The wrong owner, missing context, an unpaused follow-up, or an outdated approval can leave the original risk intact. Design the full transfer of control, from the first trigger through an explicit decision about whether the conversation may resume.

B2B GTM Strategy

How to Evaluate an AI SDR Without Trusting a Demo

A polished AI SDR demonstration answers whether a prepared workflow can look convincing. A purchasing evaluation must answer whether a defined system can handle your cases, obey your boundaries, and produce useful work at an acceptable review burden. Build a scorecard that makes those questions observable before making a deployment commitment.

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