AI agents to production for your SaaS
AI agents to production for your SaaS
Turn your API into MCP and ship agents to production without rebuilding your stack. Observability and cost control included.
Turn your API into MCP and ship agents to production without rebuilding your stack. Observability and cost control included.


Observability
See what your agents do, when they fail, and how much value they create. Measure and improve every flow.
Real-time logs
Watch what happens inside your agents live. Filter events and find incidents instantly.
Costs under control
See input, output, cache tokens, and tool calls. Decide with real data per agent.
Continuous performance improvement
Spot patterns and bottlenecks, then improve your agents with behavior and cost metrics.

Observability
See what your agents do, when they fail, and how much value they create. Measure and improve every flow.
Real-time logs
Watch what happens inside your agents live. Filter events and find incidents instantly.
Costs under control
See input, output, cache tokens, and tool calls. Decide with real data per agent.
Continuous performance improvement
Spot patterns and bottlenecks, then improve your agents with behavior and cost metrics.
Observability
See what your agents do, when they fail, and how much value they create. Measure and improve every flow.
Real-time logs
Watch what happens inside your agents live. Filter events and find incidents instantly.
Costs under control
See input, output, cache tokens, and tool calls. Decide with real data per agent.
Continuous performance improvement
Spot patterns and bottlenecks, then improve your agents with behavior and cost metrics.

Orchestration
Coordinate agents, subagents, and handoffs in one flow. Define the plan and let the platform run it.
Coordinated multi-agent flows
Delegate tasks to specialized subagents. Orchestrate complex processes with control at every step.
Handoffs between agents
Connect agents, tools, and responses in a visual flow. Keep context across handoffs.
Human in the loop
Watch states like completed, failed, or pending approval. Human control when you need it.

Orchestration
Coordinate agents, subagents, and handoffs in one flow. Define the plan and let the platform run it.
Coordinated multi-agent flows
Delegate tasks to specialized subagents. Orchestrate complex processes with control at every step.
Handoffs between agents
Connect agents, tools, and responses in a visual flow. Keep context across handoffs.
Human in the loop
Watch states like completed, failed, or pending approval. Human control when you need it.
Orchestration
Coordinate agents, subagents, and handoffs in one flow. Define the plan and let the platform run it.
Coordinated multi-agent flows
Delegate tasks to specialized subagents. Orchestrate complex processes with control at every step.
Handoffs between agents
Connect agents, tools, and responses in a visual flow. Keep context across handoffs.
Human in the loop
Watch states like completed, failed, or pending approval. Human control when you need it.

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Your own tools
Expose your API as MCP and give the AI your CLI or scripts as tools. Your agents use your product logic without ad hoc integrations.
Turn your APIs into MCP tools
Turn internal APIs into tools ready for your agents. Endpoints, auth, and calls in one place.
Connect your own tools without rebuilding your product
Publish tools from your docs or existing services. They run on real systems without extra code.
Run CLIs in secure sandboxes
Run CLIs in isolated sandboxes with variables and init scripts. Action with control and security.

Your own tools
Expose your API as MCP and give the AI your CLI or scripts as tools. Your agents use your product logic without ad hoc integrations.
Turn your APIs into MCP tools
Turn internal APIs into tools ready for your agents. Endpoints, auth, and calls in one place.
Connect your own tools without rebuilding your product
Publish tools from your docs or existing services. They run on real systems without extra code.
Run CLIs in secure sandboxes
Run CLIs in isolated sandboxes with variables and init scripts. Action with control and security.
Your own tools
Expose your API as MCP and give the AI your CLI or scripts as tools. Your agents use your product logic without ad hoc integrations.
Turn your APIs into MCP tools
Turn internal APIs into tools ready for your agents. Endpoints, auth, and calls in one place.
Connect your own tools without rebuilding your product
Publish tools from your docs or existing services. They run on real systems without extra code.
Run CLIs in secure sandboxes
Run CLIs in isolated sandboxes with variables and init scripts. Action with control and security.

Native tools
With Devic, your agents can search the web, send emails, or spin up sandboxes without complex setup. Ready from the first deploy.
Memory, knowledge, and context
Knowledge search, document exploration, and short and mid-term memory. More precise answers.
Communication and information management
Read emails, query databases and spreadsheets. Also extract data from documents or images with OCR.
Create and run tasks
Generate PDFs, images, and charts. Search the web, read URL content, and run terminal commands to investigate and act.

Native tools
With Devic, your agents can search the web, send emails, or spin up sandboxes without complex setup. Ready from the first deploy.
Memory, knowledge, and context
Knowledge search, document exploration, and short and mid-term memory. More precise answers.
Communication and information management
Read emails, query databases and spreadsheets. Also extract data from documents or images with OCR.
Create and run tasks
Generate PDFs, images, and charts. Search the web, read URL content, and run terminal commands to investigate and act.
Native tools
With Devic, your agents can search the web, send emails, or spin up sandboxes without complex setup. Ready from the first deploy.
Memory, knowledge, and context
Knowledge search, document exploration, and short and mid-term memory. More precise answers.
Communication and information management
Read emails, query databases and spreadsheets. Also extract data from documents or images with OCR.
Create and run tasks
Generate PDFs, images, and charts. Search the web, read URL content, and run terminal commands to investigate and act.

Integration
Connect CRMs, databases, and services from a catalog. Automate without glue code in your backend.
Third-party MCP catalog
Ready MCPs for GitHub, Supabase, PostHog, Slack, or Notion. Start without building connectors.
Fast connection to your tools
Authenticate, pick permissions, and connect tools in minutes. Use the systems your team already has.
Production-ready integrations
Centralize external connections with managed MCPs. Less friction, more access control.

Integration
Connect CRMs, databases, and services from a catalog. Automate without glue code in your backend.
Third-party MCP catalog
Ready MCPs for GitHub, Supabase, PostHog, Slack, or Notion. Start without building connectors.
Fast connection to your tools
Authenticate, pick permissions, and connect tools in minutes. Use the systems your team already has.
Production-ready integrations
Centralize external connections with managed MCPs. Less friction, more access control.
Integration
Connect CRMs, databases, and services from a catalog. Automate without glue code in your backend.
Third-party MCP catalog
Ready MCPs for GitHub, Supabase, PostHog, Slack, or Notion. Start without building connectors.
Fast connection to your tools
Authenticate, pick permissions, and connect tools in minutes. Use the systems your team already has.
Production-ready integrations
Centralize external connections with managed MCPs. Less friction, more access control.

Authentication, roles, and permissions
Roles and permissions per workspace. Control who creates, deploys, and runs agents without building auth from scratch.
Secure enterprise authentication
OAuth, SSO, JWT, or API keys. Credentials, tokens, and access centralized for corporate environments.
Permissions by tool and scope
Define which tools each agent uses and with which permissions. Control scopes and access to sensitive data.
Governance by project and user
Organize agents, MCPs, and tools by project or team. Traceability and operational control in production.

Authentication, roles, and permissions
Roles and permissions per workspace. Control who creates, deploys, and runs agents without building auth from scratch.
Secure enterprise authentication
OAuth, SSO, JWT, or API keys. Credentials, tokens, and access centralized for corporate environments.
Permissions by tool and scope
Define which tools each agent uses and with which permissions. Control scopes and access to sensitive data.
Governance by project and user
Organize agents, MCPs, and tools by project or team. Traceability and operational control in production.
Authentication, roles, and permissions
Roles and permissions per workspace. Control who creates, deploys, and runs agents without building auth from scratch.
Secure enterprise authentication
OAuth, SSO, JWT, or API keys. Credentials, tokens, and access centralized for corporate environments.
Permissions by tool and scope
Define which tools each agent uses and with which permissions. Control scopes and access to sensitive data.
Governance by project and user
Organize agents, MCPs, and tools by project or team. Traceability and operational control in production.

Context
Inject SaaS data, metadata, and memory into every thread. Real context, not generic prompts.
Connected business context
Upload PDFs, Markdown, or other formats and turn them into knowledge. Agentic RAG with real data.
Documents that learn with use
Link documents, import skills, and improve with human feedback. Your knowledge base evolves with use.
Access controlled per agent
Define which docs each agent can query and with which permissions. Read-only or write access by use case.

Context
Inject SaaS data, metadata, and memory into every thread. Real context, not generic prompts.
Connected business context
Upload PDFs, Markdown, or other formats and turn them into knowledge. Agentic RAG with real data.
Documents that learn with use
Link documents, import skills, and improve with human feedback. Your knowledge base evolves with use.
Access controlled per agent
Define which docs each agent can query and with which permissions. Read-only or write access by use case.
Context
Inject SaaS data, metadata, and memory into every thread. Real context, not generic prompts.
Connected business context
Upload PDFs, Markdown, or other formats and turn them into knowledge. Agentic RAG with real data.
Documents that learn with use
Link documents, import skills, and improve with human feedback. Your knowledge base evolves with use.
Access controlled per agent
Define which docs each agent can query and with which permissions. Read-only or write access by use case.

Harness for SaaS
Devic is infrastructure for SaaS teams that want agents in the product without building the critical layers from scratch.

Harness for SaaS
Devic is infrastructure for SaaS teams that want agents in the product without building the critical layers from scratch.
Pricing
Start with the free plan and try Devic. Turn your company AI-Native now. No credit card required.
Ready to turn your platform AI-Native?
Centralize agents, tools, and flows in one platform and start scaling with less friction.
Build and run agents without friction
Connect your current infrastructure
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