Adept AI

Adept AI is an ML research and product lab building general intelligence by enabling humans and computers to work together creatively. Founded in 2022, the company develops AI systems to automate software processes and enhance human productivity. Adept AI is designed to autonomously execute complex tasks across various software applications without requiring extensive API integrations or user credential management.

Adept AI operates using a sophisticated multimodal AI model called ACT-2, which is fine-tuned from the Fuyu family and optimized for UI understanding, knowledge worker data comprehension, and action-taking. The system perceives and interacts with computer interfaces directly through pixels, much like a human user would, using coordinates and keystrokes to execute tasks across various software applications. The platform uses its own special training data—trillions of tokens of data specifically related to how humans interact with software UIs—to understand how people use software. Smart AI models excel at web understanding and planning, and custom software lets Adept take actions across applications while constantly improving with feedback.

Adept AI can automate a wide range of tasks across all departments, from HR to operations, making daily work smoother and more efficient. Specific capabilities include locating items on web pages and answering questions about documents, completing complex workflows reliably and quickly, automating the process of gathering information from multiple sources (such as collecting stock prices from five different financial websites and consolidating them into a spreadsheet), extracting data from documents and performing system updates, and navigating diverse applications without requiring extensive API integrations.

Adept AI is for businesses and teams wanting to boost productivity, particularly benefiting business professionals, creative industries, the educational sector, and researchers and analysts. It helps companies automate many different tasks across all departments, making daily work smoother and more efficient.

Getting started with Adept AI involves the following steps: Interested users must first apply for access to participate in Adept Experiments, as the platform is not openly available to everyone. If accepted, registration requires creating an account with a unique email and password. The login process involves accessing the Adept AI platform through their official website or dedicated login page. Finally, security measures like CAPTCHA are implemented to ensure human users are accessing the system.

Yes, Adept AI allows extensive customization through its proprietary Adept Workflow Language (AWL), which enables users to script multimodal web interactions and tailor agents to specific workflows across diverse software. Users can create or modify workflows to automate complex processes suited to their business needs and integrate natural language instructions for flexibility. Workflows are easily teachable, allowing users to instruct the AI to learn new tasks in minutes. Migrating existing workflows into Adept AI involves translating the logic of current processes into AWL scripts, which act as an expressive, customizable layer over Adept's models. The platform's architecture supports rapid adaptation, allowing workflow learning in minutes, although complex legacy workflows may require iterative refinement.

Adept AI employs secure handling of data by operating directly on screen pixels and keystrokes without needing API integrations that expose sensitive credentials. Its models and workflows are designed to comply with corporate security policies, minimizing data leakage risks. Enterprises can implement Adept within private network environments for additional security measures during automation tasks. Adept AI's data export features enable users to extract workflow logs, performance metrics, and completed task data for auditing and compliance purposes. Retention policies are aligned with enterprise governance requirements, allowing configuration for how long data and agent activities are stored to meet privacy standards.

Adept AI provides user support through documentation, active community forums, and direct customer support channels. Users can access resources to learn AWL, share best practices, and solve walk-through challenges with peer help. Regular updates on blog posts and experiments enable community engagement with new features and capabilities. Professional services or onboarding support may assist with migration and implementation.

Some compatibility limitations arise when software environments rely heavily on non-standard UI components like 2D canvases or when changes to underlying software interfaces occur without corresponding updates in Adept's agent scripts. Adept mitigates this through direct pixel-based interaction, but complex or highly dynamic interfaces may require custom tuning or additional training.

Adept AI is built to support inclusive design principles, with accessibility considered through multimodal input and output capabilities. While specific assistive technology integrations may depend on the deployment environment, the platform's ability to interpret visual content and perform actions on behalf of users can aid users with disabilities.