Insights
Cornerstone thinking on AI-native GTM engineering
Field notes for Series A and Series B-backed founders and revenue operators rebuilding sales after layoffs and hiring new roles.
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October 3, 2026 · 6 min read
Intent Data vs. Buying Signals: Why Your Intent Platform Is Not a Strategy
An intent score tells you an account is researching. A buying signal tells you what changed, why it matters now, and what your team should do next. Treating the score as a strategy is how lean teams pay for noise.
Read article →September 5, 2026 · 5 min read
Fractional GTM Engineer vs. Lead Gen Agency: Build the Engine or Rent the Meetings
An agency rents you meetings. When the retainer stops, the pipeline stops. A fractional GTM engineer builds the engine on your own stack — and it keeps running after the engagement ends.
Read article →August 1, 2026 · 5 min read
Agentic AI vs. Sales Automation: Why Your Sequences Aren't a Strategy
Your sequencer executes. It does not decide. Until a machine owns the targeting, timing, and angle decisions, your outbound is volume with better delivery — not a strategy.
Read article →August 1, 2026 · 6 min read
Agentic AI vs. Prompt Engineering: Why Your SDR Playbook Is Broken
Prompt engineering optimizes tasks. Agentic AI engineers workflows. If your reps are still acting as human data routers with a chat window, you have not adopted AI — you have bought a smarter typewriter.
Read article →July 4, 2026 · 5 min read
GTM Engineer vs. RevOps Manager: The Build vs. Run Distinction
RevOps Managers run the revenue engine. GTM Engineers build it. Here is the build-versus-run distinction every Series A/B-backed founder or revenue operator needs before their next hire — and why most modern teams need both.
Read article →June 4, 2026 · 6 min read
The Post-Layoff GTM Playbook: 90 Days to Revenue Expansion
You cut headcount. The pipeline didn't shrink. The board still expects the number. Here is the 90-day playbook to rebuild revenue without rehiring the org chart you just dismantled.
Read article →May 4, 2026 · 4 min read
The Death of the Scaling Myth: Why Your Revenue Engine Is Broken
The traditional B2B sales playbook is facing a reckoning. Hiring more SDRs to pump volume into the top of the funnel is not just inefficient, it is a structural liability.
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