Product Overview of Adept
Adept is an advanced enterprise AI tool designed to enhance productivity by automating manual, repetitive workflows across a wide range of software tools and applications. Here’s a detailed look at what Adept does and its key features:
What Adept Does
Adept is an end-to-end multimodal AI agent that uses software in the same way a person would, allowing it to perceive the screen directly via pixels and act on the computer through coordinates and keystrokes. This capability enables Adept to automate complex tasks, bridge different software tools, and perform actions efficiently without the need for numerous API integrations or user login credentials.
Key Features and Functionality
1. Multimodal Models
- Adept employs a suite of multimodal models, including the Fuyu family of models, which are exceptional at key agentic behaviors such as localization, web understanding, and planning. These models are fine-tuned for UI understanding, knowledge worker data comprehension, and action taking.
2. Agent Capabilities
- Adept can translate user intents directly into actions. It includes capabilities such as:
- Locate: Accurately locate items on a webpage or application, like buttons, links, and text fields.
- Web VQA: Reason and answer questions about websites, documents, PDFs, charts, graphs, and tables.
- Planning: Successfully plan and execute complex enterprise end-to-end workflows.
3. Custom Actuation Software
- Powered by a proprietary Domain-Specific Language (DSL) and actuation layer, Adept can perform actions across websites and software applications, even when a text or HTML representation is not sufficient.
4. Feedback & Data Collection Tools
- Adept includes custom tools for intuitive and easy ongoing model improvement, allowing for continuous learning and adaptation based on user feedback.
5. End-to-End Workflows
- Adept can automate entire workflows, such as checking shipping availability across multiple sites, extracting key information from PDFs and contracts, and processing license applications. It integrates seamlessly with various software tools like Airtable, Photoshop, Tableau, and Twilio.
6. Human-in-the-Loop Supervision
- Designed to work hand-in-hand with users, Adept prompts for information needed to complete tasks and allows for human supervision to ensure accuracy and reliability. This approach addresses concerns about the safety of fully autonomous agents.
7. Quick Setup and Deployment
- Adept allows for the setup of new workflows in minutes using natural language instructions, eliminating the need for lengthy development or integration processes.
8. Enterprise-Wide Value
- Adept unlocks value across the entire organization, empowering every department from HR to Operations. Its workflows are resilient to changes in the environment and require no maintenance or upkeep.
9. Trust and Security
- Adept is committed to building trust by protecting customer data, models, and products. The company emphasizes security and transparency through its Trust Center.
Use Cases
Adept’s versatility is demonstrated through various use cases, including:
- Supply Chain: Checking shipping availability across hundreds of sites.
- Financial Services: Extracting key information from PDFs/contracts and updating internal systems.
- Healthcare: Processing license applications with human oversight.
- Insurance: Extracting information from claims emails and inserting data into forms in other software tools.
In summary, Adept is a powerful AI tool that automates repetitive and complex tasks, enhances productivity, and integrates seamlessly with a wide range of software applications, making it an invaluable asset for enterprises seeking to streamline their workflows.