Adopt AI Unveils Zero-Shot Agents
The zero-shot automation by Adopt AI enables companies to build intelligent agents in days instead of months, replacing complex user navigation with intuitive, goal-driven workflows.
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Adopt AI has announced its latest launch, aimed at changing how businesses build and deploy AI agents. The launch introduces technology designed to alter the way users interact with software.
Product and engineering teams are using Adopt AI to create agentic experiences that carry out tasks for end-users through prompt-and-response, schedule-based, trigger-based, or fully autonomous agents. These agents understand user goals and execute complex workflows without requiring users to learn application mechanics or navigate complicated processes.
Adopt AI has introduced zero-shot automation, allowing companies to achieve intelligent automation faster than before. Previously, developing such agents using frameworks like Langchain or other open-source SDKs could take 6–12 months.
The company has filed three patents and developed proprietary technologies, including Z-API, Z-Actions, Action Builder, and a custom workflow description language (WDL).
“We’ve moved past the era of forcing users to adapt to applications through endless clicks and rigid processes,” said Deepak Anchala, Founder and CEO of Adopt AI.
“Our latest launch, powered by breakthrough zero-shot automation, is fundamentally changing that. We’re giving companies the ability to transform their software into intelligent agents in a matter of days, not months.”
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“This isn’t just an interface update; it’s the start of the true agentic era, where applications intuitively accomplish tasks, delivering unprecedented speed and user value,” added Deepak Anchala.
Key Innovations:
- Zero-Shot APIs and Actions: Automatically detect and document APIs to programmatically generate agent actions, drastically accelerating agent creation from months to days with minimal human intervention, and delivering an unparalleled market lead.
- Dynamic Action Orchestration: Intelligently compose and execute actions in real-time by leveraging a dynamic combination of available tools to fulfil complex user prompts, even when no predefined, grounded actions are directly applicable.
- Natural Language Agent Building: A comprehensive environment that simplifies and accelerates every stage of AI agent development by empowering product teams to create and customise agent actions using natural language prompts.
- Deep Research: Agent Experience features enabling agents to provide more intelligent, context-aware assistance, drawing insights from all of the user’s application data combined with web data.
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- Re-imagined Application Experience: A new Home Page for applications; Reimagined Search/Cmd+K experience; Always-on Sidekick/Sidebar; API/MCP endpoints that can be integrated throughout the app, rendering the agent experience on the fly as users navigate the application.
- Support for Multiple Agent Types: Adopt AI’s strength, providing capabilities for Prompt-and-response agents, Trigger-based agents, Schedule-based agents, and Autonomous agents, enabling them to actively perform tasks and fulfil user requests within applications.
- BYOA (Bring Your Own Agent) – Accelerate Innovation and Maximise Control: Seamlessly integrate agents built with frameworks like Langchain or other SDKs, leveraging preferred models alongside Adopt AI’s native capabilities.
- Automated API Change Management: Ensures uninterrupted agent operations by automatically adapting to changes in underlying APIs, eliminating manual maintenance and preventing workflow disruptions.
- Automatic Business Logic Understanding: Adopt AI possesses the unique capability to automatically infer and abstract the inherent business logic of an application. This includes discerning the purpose of every tab, button click, form submission, and the underlying API calls or tools being invoked.
“This launch makes Adopt a product ready for immediate adoption, moving beyond just early adopters,” said Gajanan Sabhahit, Product Leader at Adopt AI.
“Our focus is on comprehensive coverage – better tool coverage, programmatically spawned actions, and enhanced accuracy. Zero-shot tooling and actions are our unfair advantage, allowing us to provide immediate value and automate identification in ways no one else can.”
Adopt AI’s commitment to delivering secure and compliant solutions, coupled with robust load testing and a multi-LLM fallback strategy, ensures reliability and performance at scale.
The platform’s ability to offer deep integrations with application ecosystems, including product analytics and session recording tools, further enhances its value proposition.
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