AI-Native Integrations
Adopt.ai’s integration hub is built on the Model Context Protocol (MCP), providing a universal “USB-C–style” interface that links AI agents to all your applications. Connect modern SaaS, legacy systems, and everything in between through a single, unified layer.
Make Your Entire Application Stack Agent-Ready
Adopt AI integrates with every system across your enterprise - modern, legacy, cloud, or on-prem. No rewrites, no custom connectors, and no dependency on API availability.
Instantly integrate with the most widely used SaaS applications through production-ready MCP connectors. No custom engineering required.
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Turn any web application into an agent-ready surface using zero-shot intelligence:
ZAPI (Zero-Shot API Discovery): Automatically identifies and exposes API-like interactions directly from any browser-based workflow.
ZACTION (Zero-Shot Action Generation): Automatically generates safe, reliable actions by interpreting UI behaviors.
Together, ZAPI and ZACTION convert any browser workflow into a callable agent API - even when the app exposes no public API.
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- Thick-client enterprise applications
- On-premise and internal browser-only systems
- Older ERP / CRM / HCM versions
- Applications built in Rails, .NET, Java, PHP
- REST, GraphQL, SOAP, and hybrid architectures
Adopt AI ensures every system - modern or legacy - can be agentified.
Instantly integrate with the most widely used SaaS applications through production-ready MCP connectors. No custom engineering required.
Turn any web application into an agent-ready surface using zero-shot intelligence:
ZAPI (Zero-Shot API Discovery): Automatically identifies and exposes API-like interactions directly from any browser-based workflow.
ZACTION (Zero-Shot Action Generation): Automatically generates safe, reliable actions by interpreting UI behaviors.
Together, ZAPI and ZACTION convert any browser workflow into a callable agent API — even when the app exposes no public API.
- Thick-client enterprise applications
- On-premise and internal browser-only systems
- Older ERP / CRM / HCM versions
- Applications built in Rails, .NET, Java, PHP
- REST, GraphQL, SOAP, and hybrid architectures
Adopt AI ensures every system — modern or legacy — can be agentified.
Bring apps, databases, documents, and unstructured content into a single action layer your agents can use.
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Instantly connect your agents to the most widely used enterprise applications - plus any internal system - with production-ready MCP connectors.
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Adopt AI connects to every system your enterprise relies on - modern, legacy, cloud, or on-prem.
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Why Teams Love Using Adopt
Adopt has fundamentally changed how we think about building our product. It gave us a faster go-to-market, complete control over AI behavior, and exponential coverage of actions across our product without needing to rebuild anything. It fits right into our existing infrastructure, brings discipline to how we design APIs, and lets us focus on core product development while they handle the AI heavy lifting. This is how modern products should think about agentifying their platforms.
Adopt makes the process of deploying AI agents easy and scalable.
Adopt AI provides the tools and flexibility needed to build agentic solutions quickly and effectively, giving companies a significant advantage in streamlining their operations.
Frequenty Asked Questions
Discover how Adopt AI transforms the way users interact with your application, providing immediate value and enhancing the overall experience.
Adopt’s AI develops a deep, model-ready understanding of how your app works by ingesting your APIs, frontend behavior, and support content. It then makes all actions in your application executable via natural language commands.
Adopt 'agentifies' a wide range of user actions, including:-
1. CRUD operations – creating, updating, or deleting records
2. Navigation – guiding users to the right page or view based on intent
3. In-app assistance – answering how-to questions or helping users complete tasks
4. Reasoning and analytics – interpreting data, summarizing insights, triggering workflows.
These actions are dynamically generated by understanding your APIs, frontend structure, entities, and content - making your entire product accessible through natural language.
Once we get access to your app’s demo environment, Adopt’s AI observes all network activity to identify and map every API in your app - both structured and unstructured. It can also optionally ingest Swagger/Postman collections, KB content, and connect to tools like product analytics or session recordings to supplement its understanding of how your app works - powering an intelligent action layer on top.
Adopt can parse all types of APIs - including standard, undocumented, and unpublished ones. Its AI identifies and maps these APIs, keeps them updated by refreshing regularly, and converts them into a format that’s LLM-ready - ensuring even non-standard endpoints are fully usable through natural language.
Adopt can agentify any cloud application in just 24 hours. From there, teams often choose to test the Agentic experience internally before a broader rollout. While setup is near-instant, we typically see end-to-end deployment including testing and company-wide launch - completed within 4 weeks.
Adopt gives admins full control over the agentic experience. They can define:
1. Who gets access (by user, role, or cohort)
2. When the Agentic experience appears in the app
3. How it’s triggered or displayed
4. Which actions are exposed to end users
5. What tools and data the agent can access to execute those actions
This ensures the experience stays secure, relevant, and aligned with internal policies.
No. Adopt is a no-code platform - all tools and actions needed to agentify your app come preloaded. You can start testing and deploying right away. If needed, you can customize actions, add tools, or layer in business logic using our configurable components.
Get in touch
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