Side-by-side comparison of AI visibility scores, market position, and capabilities
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
Customer success platform for growth SaaS CSM teams; account health scoring and playbook automation merged with Totango competing with Gainsight and ChurnZero for SaaS retention management.
Catalyst (also known as Catalyst.io, not to be confused with Totango's merger partner of the same name) is a customer success platform designed for growth-stage SaaS companies — providing account health scoring, customer lifecycle tracking, playbook automation, and customer success manager workspace tools. The platform was founded with the specific vision of serving CSM (customer success manager) teams that outgrow simple spreadsheet tracking but don't yet need Gainsight's full enterprise complexity.\n\nCatalyst's interface is built around the daily CSM workflow — a workspace where each CSM sees their portfolio of accounts with health scores, upcoming renewal dates, recent product usage signals, and outstanding tasks. The health score aggregates multiple data sources (product usage, support tickets, NPS responses, CSM sentiment) into a single indicator. Playbooks trigger automated actions when account health changes — creating tasks, sending automated emails, or alerting the account manager to intervene.\n\nIn 2025, Catalyst merged with Totango (a larger customer success platform) in 2023, creating a combined company with broader market coverage. The merged entity competes with Gainsight, ChurnZero, and Vitally for customer success platform share. The Catalyst brand may continue as a distinct offering targeting mid-market SaaS companies within the combined Totango/Catalyst portfolio. Customer success platforms have proliferated as SaaS companies recognize that preventing churn and driving expansion revenue requires systematic customer engagement beyond reactive support. The combined Catalyst/Totango platform aims to serve customers from startup to enterprise stage.
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