What is Adept?
Adept is an AI Agent platform that builds autonomous software agents capable of navigating digital interfaces and executing multi-step workflows across enterprise applications using natural language instructions. Founded in 2022 by former OpenAI VP David Luan and Google Brain researchers Ashish Vaswani and Niki Parmar — co-authors of the seminal Attention is All You Need paper — Adept raised $415 million before a significant organizational restructuring in June 2024, when its co-founders joined Amazon's AGI organization and Amazon licensed Adept's multimodal models and agentic data. The remaining Adept organization, now led by CEO Zach Brock, has pivoted to focus entirely on enabling agentic AI through its proprietary technology stack: a domain-specific language (DSL) and actuation layer that enables agents to interact with arbitrary web UIs and desktop software as a human operator would. Adept's agents are trained on trillions of tokens specific to web interface interactions — a dataset differentiation that distinguishes its models from general-purpose LLMs like GPT-5 or Claude that are not specifically optimized for software UI navigation and form completion at scale. Practical applications include extracting structured data from PDF-heavy financial documents and updating CRM or ERP records, processing healthcare applications against compliance business logic, and checking cross-platform shipping availability for supply chain workflows. Compared to rule-based RPA tools like UiPath, Adept's agents can handle novel UI states without breaking when page layouts change, because they reason about interface structure rather than recording static click sequences. Adept is not the right choice for organizations wanting a self-service deployment with transparent public pricing. Following the 2024 restructuring, the company works with enterprise partners and does not operate a standard SaaS sign-up model. Teams requiring off-the-shelf no-code automation with predictable monthly pricing will find Microsoft Power Automate or Zapier AI more immediately accessible.
Adept is an AI Agent platform that uses multimodal models and proprietary actuation software to automate complex multi-step workflows across enterprise software interfaces.
Adept is widely used by professionals, developers, marketers, and creators to enhance their daily work and improve efficiency.
Key Features
Pros & Cons
Who Uses Adept?
Adept vs MyMap AI vs GPT for Sheets and Docs vs Pabbly Connect
Detailed side-by-side comparison of Adept with MyMap AI, GPT for Sheets and Docs, Pabbly Connect — pricing, features, pros & cons, and expert verdict.
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Pricing |
unknown | Freemium | Freemium | Freemium |
Rating |
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Free Trial |
✕ | ✓ | ✓ | ✓ |
Key Features |
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Pros |
Adept agents execute multi-step software workflows in m UI-native training data gives Adept's models more relia The same agent architecture scales from automating a si | Converting a 30-page document or a complex topic descri The chat-based creation model means there is no interfa MyMap accepts source material from text, documents, URL | Running a language model prompt across an entire Google The freemium model provides access to base AI processin The add-on integrates as a standard Google Workspace si | Features a logical, step-by-step wizard that simplifies The lifetime deal provides massive long-term ROI, espec Backed by an active Facebook group of 21,000+ members a |
Cons |
Configuring Adept agents for enterprise-specific UI pat Enterprise deployment through Adept's partner engagemen Adept's current integration catalog covers major enterp | The chat-based creation model is intuitive for simple d MyMap AI requires an active internet connection for all MyMap's AI-driven layout produces diagrams that are str | While the formula syntax is straightforward, writing ef GPT-4 Turbo and Claude 3 model calls generate token-bas GPT for Sheets and Docs operates exclusively within Goo | While no-code, mastering the logic of deep routers and While it covers 2,000+ apps, some niche enterprise trig Workflow reliability is tied to the API stability of th |
Best For |
Large Enterprises | Students & Researchers | Content Creators | Small to Medium-Sized Businesses |
Verdict |
Adept's strongest technical differentiator is its UI-native … | MyMap AI is the most accessible entry point for AI-generated… | For e-commerce managers, data analysts, and content teams wh… | Pabbly Connect is the 'utility player' of the automation wor… |
Try It |
Visit Adept ↗ | Visit MyMap AI ↗ | Visit GPT for Sheets and Docs ↗ | Visit Pabbly Connect ↗ |
Adept vs MyMap AI vs GPT for Sheets and Docs vs Pabbly Connect — Which is Better in 2026?
Choosing between Adept, MyMap AI, GPT for Sheets and Docs, Pabbly Connect can be difficult. We compared these tools side-by-side on pricing, features, ease of use, and real user feedback.
Adept vs MyMap AI
Adept — Adept is an AI Agent platform that automates complex multi-step enterprise workflows by navigating software interfaces — web applications, desktop tools, and Sa
MyMap AI — MyMap AI is an AI Tool that generates diagrams and mind maps from conversational input, uploaded files, URLs, and live web search results. Its chat-native desig
- Adept: Best for Large Enterprises, Financial Services, Healthcare Organizations, Supply Chain Management, Uncommon U
- MyMap AI: Best for Students & Researchers, Professionals, Content Creators, Educators, Uncommon Use Cases
Adept vs GPT for Sheets and Docs
Adept — Adept is an AI Agent platform that automates complex multi-step enterprise workflows by navigating software interfaces — web applications, desktop tools, and Sa
GPT for Sheets and Docs — GPT for Sheets and Docs is an AI Tool that brings multiple AI language models into Google Sheets and Docs through a simple add-on installation, enabling bulk te
- Adept: Best for Large Enterprises, Financial Services, Healthcare Organizations, Supply Chain Management, Uncommon U
- GPT for Sheets and Docs: Best for Content Creators, Data Analysts, E-commerce Managers, Marketers, Uncommon Use Cases
Adept vs Pabbly Connect
Adept — Adept is an AI Agent platform that automates complex multi-step enterprise workflows by navigating software interfaces — web applications, desktop tools, and Sa
Pabbly Connect — Pabbly Connect is a high-value automation engine that disrupts the market with its 'pay-once' lifetime model. By offering 2,000+ integrations and a generous pol
- Adept: Best for Large Enterprises, Financial Services, Healthcare Organizations, Supply Chain Management, Uncommon U
- Pabbly Connect: Best for Small to Medium-Sized Businesses, E-commerce Platforms, Marketing Agencies, Freelancers, Uncommon Us
Final Verdict
Adept's strongest technical differentiator is its UI-native training data — agents that understand interface structure rather than recording click coordinates are substantially more resilient to software updates and layout changes than traditional RPA tools, a practical advantage worth quantifying during evaluation. The primary limitation in 2026 is organizational uncertainty following the 2024 restructuring: enterprises considering Adept should conduct thorough vendor stability due diligence before committing to a production deployment.
FAQs
5 questionsExpert Verdict
Summary
Adept is an AI Agent platform that automates complex multi-step enterprise workflows by navigating software interfaces — web applications, desktop tools, and SaaS platforms — using proprietary multimodal models trained specifically on UI interaction data. Founded by the researchers behind the transformer architecture, Adept raised $415 million before its 2024 reorganization, when co-founders moved to Amazon's AGI team and Amazon licensed Adept's core technology. The remaining organization continues building agentic solutions with enterprise partners, focusing on document processing, compliance workflows, and multi-platform data operations. Pricing and deployment terms are available through direct enterprise engagement rather than a public pricing page.
It is suitable for beginners as well as professionals who want to streamline their workflow and save time using advanced AI capabilities.
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