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 with SuccessBLOCs lifecycle playbooks; merged with Catalyst for combined enterprise and mid-market coverage competing with Gainsight and ChurnZero.
Totango is a customer success platform providing account health monitoring, playbook automation, and customer lifecycle management for B2B SaaS companies with subscription revenue — helping customer success managers prioritize their accounts, identify churn risk, and trigger automated interventions to improve net revenue retention. Founded in 2010 and headquartered in San Mateo, California, Totango raised approximately $90 million and serves enterprise SaaS companies who need to manage hundreds or thousands of customer accounts with dedicated customer success teams.\n\nTotango's SuccessBLOCs framework packages pre-built customer success playbooks for specific lifecycle stages (onboarding, adoption, renewal, expansion) that teams can activate and customize rather than building from scratch. The platform aggregates data from CRM, product analytics, support systems, and marketing automation to calculate each account's health score. Automatic alerts and tasks trigger when accounts show risk signals (low product usage, increased support tickets, upcoming renewal without engagement), enabling CSMs to intervene proactively.\n\nIn 2025, Totango merged with Catalyst in 2023 to create a combined customer success platform with complementary market positions — Totango stronger in enterprise, Catalyst stronger in mid-market. The combined company competes with Gainsight (the category leader), ChurnZero (mid-market), and Vitally for customer success management platform share. The merger reflects broader consolidation in the CS platform market as the category matures. Totango's 2025 strategy focuses on completing the Catalyst integration to offer a unified platform, expanding AI capabilities for predictive risk scoring, and growing enterprise adoption through deeper Salesforce and data warehouse integrations.
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