Key takeaways
Agent-run ABM outperforms manual by 3× on pipeline contribution — not because it works harder, but because it doesn't sleep, forget, or skip accounts.
The signal stack that triggers personalised outreach is the most valuable asset — not the message itself. Intent + engagement + timing beats clever copy every time.
Start with 20 target accounts, not 2,000. The agent scales precision, not volume.
The biggest unlock: separating account prioritisation (agent's job) from relationship judgment (your team's job).
Sarah Chen (00:00): The fundamental problem with ABM in 2024 was that it was still essentially a spreadsheet sport. You had your target list, you had your outreach cadence, and you had someone manually updating both every week. The signal-to-noise ratio was terrible…
Marcus Obi (02:14): At Brex, we had a 400-account target list and three people trying to manage personalised outreach across all of them. The math just doesn't work. You end up picking the same 40 accounts every week because that's all you can handle…