Field notes · the archive

The working library

Data we collected building AI outbound systems, published instead of hoarded: pricing nobody else verifies, comparisons with our own weaknesses included, research with the run logs to back it.

4
files published
9
vendors tracked
5
conferences researched
51
pipeline runs logged
Pricing data · updated monthlyVerified Jul 2026

AI SDR Pricing Index

What 11x, Artisan, AiSDR, Coldreach and the rest actually cost. Every number labeled vendor-published, reported, or quote-only, with sources and dates.

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Comparison · disclosure-firstJul 2026

Best AI outbound agencies in 2026

Platforms vs GTM engineering agencies vs custom builds: who each is actually for, with our own trade-offs written in.

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Event ROI files · AI-researched5 events on file

Is that conference worth it?

Researched pass prices and breakeven math for SaaStr, Web Summit, Dreamforce, UNBOUND and re:Invent, plus a live calculator for any event.

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R&D · published test data51 runs logged

The LLM Bake-Off

Four AI models ran our real 5-agent outbound pipeline 51 times. We graded every email and published what broke.

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Want this rigor on your pipeline?

Everything in this library came out of systems we build for clients. The free calculator is the same research engine, pointed at your next event.

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