Gain Advisory Research Series

Evidence, before opinion.

Commercial intelligence for founders, CEOs, and the boards they answer to. Every issue is built from a senior-practitioner corpus and the verified public record, audited claim by claim, then frozen before publication.

Published
02
Issue #2 · July 2026 · 12 min read

AI Capability Has Outrun Commercial Control

The three questions every GTM leader should be able to answer about AI. Access and governance, reliability and verification, economics and accountability: three gaps that compound, read against what the best-resourced companies now admit on the record.

AI & Modern GTM Read →
01
Issue #1 · June 2026

Fintech Commercial Readiness

The commercial readiness gap in early-stage fintech: where founder-led traction stalls before it becomes a system a team can run and an investor can underwrite.

Fintech Read →

How this research is built

Each issue draws on an anonymized senior-practitioner corpus, a bounded refresh of the public record, and direct product testing. Claims are verified against preserved sources, then the research is frozen before writing begins. Figures that cannot be defended are not published.

[GTM]lgy

The commercial intelligence engine behind Gain Advisory. It collects signals, normalizes company context, and synthesizes evidence so the research rests on what the market is actually doing, not on opinion. The judgment is the work.