Continual
Continual is an AI platform designed to provide an embedded AI assistant, or copilot, for applications. This AI copilot from Continual offers deep integration w...
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What is Continual?
Continual is a unified platform for building, deploying, and managing AI copilots and AI workers that are embedded into applications. The platform enables businesses to deploy specialized AI workers that achieve business goals autonomously 24/7 by connecting tools, setting objectives, and letting AI handle execution. It combines retrieval augmented generation (RAG) to connect business knowledge with agents, conversational assistance for natural interactions, and agentic workflows that combine human expertise with AI capabilities.
Key features include multi-agent collaboration for solving complex tasks, a unified inbox to manage all AI interactions and team communications, embeddable SDKs and APIs for custom integration, knowledge bases that semantically index information for accurate up-to-date responses, and tools defined via OpenAPI specifications to connect copilots to application APIs. The platform supports various model providers including OpenAI, Anthropic, Google, and open-source models from Together.AI, Anyscale, and Databricks. Enterprise features include governance controls, cost management, usage monitoring, and clear guardrails.
Continual is designed for engineering and IT teams, startups and enterprises looking to build AI copilots for their applications, marketing teams seeking autonomous growth agents, and businesses wanting to transform roles with AI superpowers from instant expert assistance to automated workflows. It serves product copilots, customer support copilots, sales and marketing copilots, and internal tool copilots.
Continual pricing
Pricing model: Free
Specific pricing details are not publicly listed on the website. The platform requires booking a demo to get early access. Continual is backed by $18.5M from leading investors and is venture-backed. The website emphasizes enterprise-grade AI ready for business with cost controls and usage monitoring, but exact free tier availability, paid plan prices, and what is included in each plan are not disclosed publicly.
Continual pros
- Deploy AI workers that work autonomously 24/7
- Multi-agent collaboration for complex tasks
- Unified inbox for managing all AI interactions
- RAG connects business knowledge to agents
- OpenAPI specification support for tool integration
- Supports multiple model providers (OpenAI, Anthropic, Google)
- Enterprise governance and cost controls
- No code required to upload training data and test responses
- Fast implementation compared to internal prototypes
- SDKs and APIs for custom embedding into applications
- Knowledge bases provide up-to-date accurate information
- Conversational assistance with context-aware interactions
- Agentic workflows combine human expertise with AI
- Consolidates AI agent initiatives on unified platform
- Startup agility with enterprise security combined
Continual cons
- Tool size must stay under half LLM context window
- Requires OpenAPI specification (YAML or JSON format)
- Only supports OpenAPI versions 2.0.1 through 3.1.0
- Tool creation fails if spec contains errors
- Only supports external tool type currently
- Undocumented response fields are ignored
- Deeply nested responses cause more copilot errors
- $18.5M funding may limit long-term enterprise stability compared to larger competitors
Frequently asked questions about Continual
What is Continual?
Continual is a unified platform for building, deploying, and managing AI copilots that are embedded into applications. It can instantly answer user questions, accelerate workflows, and elevate user experiences with AI. The platform provides all core components needed to build an AI copilot uniquely tailored to your application and use case.
How do I create a tool in Continual?
To create a new tool, navigate to the Tools page in the Continual console and click Create tool. Give your tool a name and description to help users understand its purpose. Then select the appropriate authentication scheme (No Authentication, Continual Access Token, Service Bearer Token, User Bearer Token, or OAuth2). Upload your tool's OpenAPI specification file in YAML or JSON format, ensuring it includes server URL, API summary/description, and operation IDs for each endpoint.
What authentication options are available for tools?
Continual offers five authentication schemes: No Authentication for public or testing tools, Continual Access Token for tools requiring Continual Identity Verification, Service Bearer Token for tools shared among all users, User Bearer Token for tools restricted to individual users with unique tokens, and OAuth2 for tools requiring OAuth2 authentication that may involve redirecting users to an authorization server.
What model providers does Continual support?
Continual supports proprietary models from OpenAI, Anthropic, and Google, as well as open-source models from provider such as Together.AI, Anyscale, and Databricks. AI models power your copilot's conversational and reasoning capabilities.
What are knowledge bases in Continual?
Knowledge bases are semantically indexed stores of information that copilots can access to provide users with accurate and up-to-date information. They can include product documentation, FAQs, or user-uploaded documents and data, ensuring your copilot always has the most current information to provide to users.
How does multi-agent collaboration work?
Multi-agent collaboration leverages multiple agents working together to solve complex tasks. Instead of relying on a single agent, Continual enables you to deploy specialized workers that collaborate, combining their capabilities to handle more sophisticated business objectives autonomously.
What is the unified inbox feature?
The unified inbox is one central hub to manage all AI interactions, agent collaborations, and team communications. It provides a single place to oversee and coordinate all AI activities within your organization.
Can I embed Continual into my application?
Yes, Continual is embeddable and extensible with powerful SDKs and APIs to build, customize, and embed AI agents into any application. It provides turnkey frontend React components and SDKs for quick integration of conversational UI, plus Copilot Hooks for building custom frontend experiences and a REST API for advanced programatic use cases.
What enterprise features does Continual offer?
Continual offers enterprise-grade AI with governance and cost controls. You can set clear guardrails, monitor usage, and optimize costs across all AI operations. The platform consolidates AI agent initiatives on a unified platform that grows with your needs, combining enterprise security with startup agility.
How do I get started with Continual?
To get started with Continual, you need to book a demo to get early access to the platform. The website does not list public pricing, so you must contact them through the demo booking form. Once you have access, you can check out the Quickstart guide in their documentation to begin building your AI copilot.