What is Adept?
Adept was an AI agent company that built autonomous systems capable of controlling web browsers and software interfaces to complete multi-step enterprise workflows without human intervention at each step. Its flagship research demonstration, ACT-1, was one of the first public proofs that a multimodal large language model could understand a web UI, locate specific elements, and take actions — filling forms, clicking buttons, navigating between pages — in response to a plain-language instruction like "find the Q3 shipment status for account 4821 and update the CRM." The company was founded in 2022 by David Luan, former VP of Engineering at OpenAI, alongside Niki Parmar and Ashish Vaswani — two of the researchers behind the "Attention Is All You Need" paper that introduced the transformer architecture. Adept raised $415 million from investors including General Catalyst and Spark Capital to develop proprietary agent training data, a multimodal model called Fuyu optimized for web and UI understanding, and a custom actuation layer for executing actions reliably across websites and desktop software. In June 2024, Amazon acquired Adept in an acqui-hire structure: Luan and most of the technical leadership joined AWS's AGI initiative, where they led development of Amazon's Nova Act agentic technology. Luan departed Amazon in February 2026, with multiple co-founders having exited the company by that point. Adept no longer operates as a standalone commercial product. Its influence, however, is visible across the current browser-agent category — OpenAI Operator, Anthropic Computer Use, and open-source browser-agent frameworks all reflect the research trajectory Adept pioneered with ACT-1.
Adept was a pioneering AI agent platform for enterprise workflow automation, acquired by Amazon in June 2024. Its ACT-1 research shaped today's browser-agent category.
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 Lutra AI vs Convergence vs Illumex
Detailed side-by-side comparison of Adept with Lutra AI, Convergence, Illumex — pricing, features, pros & cons, and expert verdict.
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Pricing |
unknown | Freemium | Free | unknown |
Rating |
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Free Trial |
✕ | ✓ | ✓ | ✕ |
Key Features |
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Pros |
Adept's agentic approach reduced task completion time f The platform's proprietary training on real web UI inte Solutions are scalable across various departments, offe | Describing a workflow in plain English and having it ex Data extraction and enrichment tasks that take an analy Pre-built connections to Airtable, Slack, HubSpot, Goog | Proxy handles the full execution of delegated tasks aut At $20 per month for the Pro tier, Convergence provides Natural language task setup removes the technical barri | Illumex's live duplication detection and semantic asset By maintaining a single, semantically consistent defini The platform's semantic layer grows more contextually a |
Cons |
Users may need time to familiarize themselves with the Enterprise deployment costs were available only through Adept is no longer a commercially available standalone | Users new to automation concepts may initially write in Workflows connecting to tools outside Lutra's pre-integ | Users unfamiliar with AI agent delegation often underus The free plan caps the number of Proxy sessions and aut Proxy's ability to execute web-based tasks is entirely | Data contributors unfamiliar with semantic data platfor Illumex's enterprise positioning places it at a price p Illumex's semantic integration layer maps relationships |
Best For |
Large Enterprises | E-commerce Businesses | Busy Professionals | Financial Institutions |
Verdict |
For teams researching the history of the browser-agent categ… | For digital marketing agencies and financial analysts runnin… | For busy professionals managing high volumes of repetitive o… | For telecommunications companies and financial institutions … |
Try It |
Visit Adept ↗ | Visit Lutra AI ↗ | Visit Convergence ↗ | Visit Illumex ↗ |
Adept vs Lutra AI vs Convergence vs Illumex — Which is Better in 2026?
Choosing between Adept, Lutra AI, Convergence, Illumex can be difficult. We compared these tools side-by-side on pricing, features, ease of use, and real user feedback.
Adept vs Lutra AI
Adept — Adept is an AI Agent that pioneered autonomous browser control for enterprise workflows and was acqui-hired by Amazon in June 2024. Its multimodal models and pr
Lutra AI — Lutra AI is an AI Agent that executes multi-step data workflows autonomously based on natural language input, with pre-built connections to Airtable, Slack, Goo
- Adept: Best for Large Enterprises, Financial Services, Healthcare Organizations, Supply Chain Management, Uncommon U
- Lutra AI: Best for E-commerce Businesses, Digital Marketing Agencies, Research Institutions, Financial Analysts, Uncomm
Adept vs Convergence
Adept — Adept is an AI Agent that pioneered autonomous browser control for enterprise workflows and was acqui-hired by Amazon in June 2024. Its multimodal models and pr
Convergence — Convergence is an AI Agent that autonomously handles repetitive online tasks — browsing, form-filling, data aggregation, and scheduled workflows — through its n
- Adept: Best for Large Enterprises, Financial Services, Healthcare Organizations, Supply Chain Management, Uncommon U
- Convergence: Best for Busy Professionals, Managers, Researchers, Developers, Uncommon Use Cases
Adept vs Illumex
Adept — Adept is an AI Agent that pioneered autonomous browser control for enterprise workflows and was acqui-hired by Amazon in June 2024. Its multimodal models and pr
Illumex — Illumex is an AI Tool that applies semantic intelligence to enterprise data management, automating metric documentation and preventing the analytical duplicatio
- Adept: Best for Large Enterprises, Financial Services, Healthcare Organizations, Supply Chain Management, Uncommon U
- Illumex: Best for Financial Institutions, Healthcare Providers, Retail Chains, Telecommunications Companies, Uncommon
Final Verdict
For teams researching the history of the browser-agent category or evaluating current enterprise agentic platforms, Adept's ACT-1 and Fuyu architecture represent foundational reference points — the first credible public demonstrations that multimodal LLMs could control real software interfaces at the task level. Active enterprise deployments should evaluate current alternatives: OpenAI Operator and Anthropic Computer Use continue the technical lineage Adept established.
FAQs
3 questionsExpert Verdict
Summary
Adept is an AI Agent that pioneered autonomous browser control for enterprise workflows and was acqui-hired by Amazon in June 2024. Its multimodal models and proprietary web-UI training data were absorbed into AWS's AGI initiative, which produced Amazon's Nova Act agent technology. Adept is no longer available as a commercial product.
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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