The 99% Reliable AI Agent: How Haize Labs Sells Enterprise AI to Banks, Insurers & Healthcare

https://www.gtmaipodcast.comMost AI agents are "good enough.. until they're not." Julia MacDonald, SVP of GTM at Haize Labs, shows how she sells 99% reliable AI agents to banks, insurers, immigration lawyers, and healthcare orgs with a 2-person GTM team. Plus the use-case filter that decides what's worth building in the first place.Deep dive:In this episode of the GTM AI Academy Podcast, I sit down with Julia MacDonald, SVP of GTM & Solutions at Haize Labs, the only company I have seen solve the AI agent reliability problem at the enterprise level. We cover: The "Mostly Fine" trap that kills enterprise AI dealsWhy your agent telling Customer A "no discount" and Customer B "20% off" is a GTM problem, not a tech problem, and why the enterprise buyer is pricing the worst 1% of conversations, not the average.The hypothesis-first use case filter Julia uses to pick where to playDocument-heavy. Cannot be outsourced cheaply. Right vs. wrong answers. High stakes. Human accountability. The almost-mathematical criteria she runs every use case through before her 2-person GTM team touches it.The Code of Conduct + Supervisor Models + Adversarial Red Teaming stackThe actual methodology Haize Labs uses to engineer 99% reliability into voice debt collection agents, immigration paralegal agents, and insurance claims agents. Includes how their red teaming hit 15,000 adversarial queries on a single agent.The 2-person AI-native GTM motionJulia's full prospecting flow: hypothesis → use cases → companies → executives → enrichment in Clay and OpenAI → outreach in Dripify. Plus the pre/post-call brief workflow that makes her "smarter today than I was six months ago" on every call.The honest gaps Julia namedWhat Haize Labs is not yet doing on closed-loop attribution, and why that's a real tradeoff for any 2-person GTM team.Sneak peek of "Lossless RAG"Julia teases their new hallucination-free retrieval product (we go deeper on this in next week's episode).GUESTJulia MacDonald, SVP of GTM & Solutions, Haize LabsLinkedIn: https://www.linkedin.com/in/juliamacd/Haize Labs: https://haizelabs.com