Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $100M+ total including Series C. Identity orchestration platform consolidating KYC, AML, fraud, and credit decisioning for banks and fintechs. 400+ financial institution clients.
Alloy is an identity decisioning and orchestration platform that consolidates KYC (know your customer), AML (anti-money laundering), fraud detection, and credit decisioning into a unified infrastructure layer for banks and fintech companies. The company has raised $100 million+ in total financing and serves 400+ financial institution clients who use Alloy's workflow-driven approach to automate and customize compliance decisions without building proprietary data orchestration.
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.
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