Side-by-side comparison of AI visibility scores, market position, and capabilities
Nasdaq-listed (ANRO). Raised $120M PIPE (2026) to fund ALTO-207 Phase 2b. FDA Fast Track for ALTO-101. Biomarker-stratified psychiatry matching patients to drugs using brain biology. 4 data readouts through 2027.
Alto Neuroscience is a publicly-listed (Nasdaq: ANRO) clinical-stage biotech applying biomarker-stratified patient selection to psychiatry — matching patients to drugs based on brain biology rather than symptom checklists that have historically produced inconsistent treatment outcomes. The company raised a $120 million PIPE in 2026 to fund Phase 2b development of ALTO-207, a fixed-dose combination of pramipexole and ondansetron for treatment-resistant depression (TRD). The FDA has granted Fast Track designation for ALTO-101, and Alto has four clinical data readouts expected through 2027.
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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