The Hardest Percentages
Intercom’s Fin Procedures product tackles the “hard” support queries that make up a small share of tickets but consume a disproportionate amount of handling time. Since its managed rollout, the feature has processed over 1.5 million conversations, with volume doubling each month across fintech, e‑commerce, gaming, healthcare and SaaS. A randomized holdout test showed a 28.93% lift in CSAT when Procedures automated multi‑step issues. The solution is now self‑serve for all 8,000+ Fin customers, offering AI‑driven workflow creation, data‑connector health monitoring, and a beta Agent‑in‑the‑Loop for human‑AI handoffs.
From Swarms to Product: Turning Customer Signals Into Scalable Features
Intercom leverages cross‑functional "swarms" to extract high‑touch insights for its Fin automation platform. Those insights are codified in the internal Cockpit tool, enabling customer‑success managers to apply them across many accounts. The most universally applicable patterns, such as the automation...
Never Stop Disrupting Yourself; Introducing the Fin API Platform
Fin announced its new Fin API platform, exposing its high‑performing customer‑service AI models via a scalable API. The service offers three options—a fully managed agent platform for most firms, a flexible API for custom integrations, and the Apex specialized LLM...
Kaizen for the AI Era: How Small Improvements Build Smarter Support
Intercom adopts the Kaizen philosophy to enhance its AI‑powered support agent, Fin, through a structured “Fin Flywheel” process. The Flywheel cycles through training, testing, deployment, and analysis, embedding continuous improvement into daily operations. Human support reps also capture real‑time improvement...
From Resolutions to Outcomes: Evolving How Fin Delivers Value
Intercom’s Fin AI agent is shifting its pricing model from pure resolution‑based fees to an outcome‑based structure. The change reflects Fin’s growing ability to handle complex, multi‑step support tasks that often involve human hand‑offs. Fin now serves over 7,000 teams...