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.
Adobe MAX 2025 unveiled Firefly AI with studio-quality audio and video generation, Image Model 5 with 4MP native resolution, and AI Assistants across Creative Cloud apps (October 2025)
Adobe Experience Cloud is Adobe's enterprise marketing, analytics, and commerce platform, brought together under one umbrella to give large organizations an integrated suite for customer experience management. Launched formally in 2017 and built on decades of marketing technology acquisitions — including Omniture (web analytics), Marketo (B2B marketing automation), and Magento (e-commerce) — the platform's core technology combines customer data management, journey orchestration, content delivery, and analytics into a connected cloud that operates at enterprise scale.\n\nAdobe Experience Cloud's product suite spans Adobe Analytics, Adobe Target, Adobe Campaign, Adobe Commerce (Magento), Marketo Engage, and Adobe Real-Time CDP, covering the full marketing stack from data ingestion to personalized delivery. At Adobe MAX 2025, Adobe announced major AI enhancements across the suite: Firefly AI with studio-quality audio and video generation, Image Model 5 at 4MP resolution, and AI Assistants embedded across Experience Cloud products that automate campaign optimization, audience segmentation, and content generation at scale.\n\nAdobe Experience Cloud is a critical revenue driver within Adobe's $22B+ annual business and competes directly with Salesforce Marketing Cloud and Oracle Marketing Cloud for enterprise marketing technology budgets. Its differentiation lies in the combination of Adobe's creative asset management — tightly integrated through Adobe Experience Manager — with its analytics and activation capabilities, giving marketing organizations a uniquely complete path from creative production to personalized customer engagement. The Firefly AI layer deepens this advantage by embedding generative content creation directly into campaign workflows.
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