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Adept is a company focused on developing agentic AI that integrates with existing tech stacks to automate complex software processes. Their technology includes a combination of proprietary multimodal models, custom actuation software, and extensive datasets to deliver reliable and efficient AI agents that translate user intents into actions.

Key Aspects of Adept’s Technology:

• Data and Models: Utilizes trillions of tokens specific to web user interfaces and software usage, with custom multimodal models excelling in localization, web understanding, and planning.
• Actuation Software: This involves a proprietary domain-specific language (DSL) that enables actions across websites and applications.
• Capabilities: Their agents can perform tasks such as locating items on web pages, answering questions regarding websites and documents, extracting key information from financial PDFs, handling supply chain logistics, and processing healthcare applications.
• Strengths: Emphasized as accurate, reliable, future-proof, with ease of setup and applicability across enterprise-wide operations.

Adept’s Work and Culture:

• Careers: They seek individuals who are first principles thinkers, problem solvers, voracious learners, and strong collaborators.
• Employee Benefits: Focus on employee well-being with perks such as competitive compensation, family coverage, insurance options, mental health care, extensive parental leave, and more.
• Leadership and Strategy: The company is led by experienced individuals, and they are focused on leveraging their agentic tech stack to empower enterprises.

Recent Developments:

• Agent Enhancements: The launch of Adept Experiments allows users to explore their agent technology.
• Model Development: Adept recently introduced Fuyu-Heavy, a multimodal model that excels at multimodal reasoning and UI understanding, and released Persimmon-8B, an open-source language model.
• Company Strategy Updates: Shift in focus towards developing agentic AI solutions, with integration into Amazon’s AGI organization for some team members.
• SOC 2 Compliance: Achieved SOC 2 Type 1 compliance, signifying a commitment to maintaining secure data processes.

Research and Innovation:

• Fuyu-Heavy and Persimmon-8B Models: These models are tailored for digital agents, capable of processing large datasets and performing complex tasks.
• Evaluation Techniques: Adept employs practical methods to assess model capabilities, focusing on real-world interaction rather than just probabilistic metrics.

Overall, Adept aims to build practical general intelligence by training their AI agents to efficiently manage software processes, facilitate enterprise automations, and simplify complex workflows with a keen focus on security and privacy.