canonical: https://jentic.com/product/jentic-air

JENTIC AIR: AI READINESS

# Make your APIs ready for AI agents

Jentic AIR enables and optimises your existing systems for use by AI agents.

[Get your readiness score](/scorecard)[Talk to us](/contact)

Drop your OpenAPI specNo install, nothing to change firstScoring_Six dimensions_

Comprehensive analysis of your OpenAPI specification

-   **0**Foundational Compliance
-   **0**Developer Experience & Jentic Compatibility
-   **0**AI-Readiness & Agent Experience
-   **0**Agent Usability
-   **0**Security
-   **0**AI Discoverability

-   Operations**16**
-   Schemas**206**
-   Tags**4**
-   Security schemes**2**
-   Security types**1**

-   Three gaps found
-   Needs improvementThree of six dimensions score below 70

Recommended fixes

-   Auth undocumented43 → 78
-   43 descriptions missing55 → 81
-   12 schemas untyped69 → 90

Try another API

.yamlopenapi.yaml

The shift

## Your API has a new kind of user

Agents don't read your docs or email your team. They find what your API can do and use it, or they hit friction and move on. That's a new channel of demand, and most of it goes uncaptured. AIR makes your existing API something agents can use, so you capture it.

[See what's blocking your agents](/scorecard)

-   ![](/product/jentic-air/shift/ready.svg)
    
    ### Ready, without rewriting
    
    A readiness score across six dimensions shows the gaps before an agent hits your API. AIR then closes them, writing the descriptions, schemas, and auth docs agents need, with no change to your code.
    
-   ![](/product/jentic-air/shift/onboard.svg)
    
    ### Onboard in seconds
    
    Agents and customers build against a sandbox of your API in seconds. Nothing to set up and no credentials to issue, so they're productive right away.
    
-   ![](/product/jentic-air/shift/connected.svg)
    
    ### Connected and observable
    
    Publish once and your API shows up in the tools agents already use, via MCP, CLI, or API. Then see how agents actually use it, so real usage shapes your roadmap.
    

The loop

## Readiness isn't a one-off. It's a loop.

Your estate keeps changing and agents keep using it, so AIR keeps scoring, improving, and learning. What agents do feeds straight back into what you improve next.

AI readiness flywheelScoreRate every APIImproveNo code changeSandboxBuild on a mockPublishReal MCP accessObserveTrace every call

1.  01 - Score
    
    ### Find out what's blocking agents
    
    One readiness score per API, showing exactly where an agent would fail, so you catch it before a customer's agent does.
    
2.  02 - Improve
    
    ### Close the gaps without rewriting
    
    AIR writes the descriptions, schemas, and auth docs agents need. Your code never changes.
    
3.  03 - Sandbox
    
    ### Let teams build, safely
    
    Agents and customers build against a mock of your API, with no keys to hand out and nothing real at risk.
    
4.  04 - Publish
    
    ### Ship it where agents already are
    
    One MCP endpoint puts your API inside the tools agents already use, with no integration work for your developers.
    
5.  05 - Observe
    
    ### See what agents actually do
    
    Every call is traced, so you see which capabilities get used, where agents fail, and what to build next.
    

Open standards and integrations

## Built to fit what you already run

No rip and replace. AIR slots into the stack you already have.

-   ![OpenAPI](/images/open-standards/openapi-wordmark.svg)![OpenAPI](/images/open-standards/openapi-wordmark--light.svg)
-   ![Arazzo](/images/open-standards/arazzo-wordmark.svg)![Arazzo](/images/open-standards/arazzo-wordmark--light.svg)
-   ![Model Context Protocol](/images/open-standards/mcp-wordmark.svg)![Model Context Protocol](/images/open-standards/mcp-wordmark--light.svg)

-   ![](/product/jentic-air/standards/gateway.svg)
    
    ### Your gateway
    
    Plugs into the API gateway you already run.
    
-   ![](/product/jentic-air/standards/pipeline.svg)
    
    ### In your pipeline
    
    Readiness checked on every deploy.
    
-   ![](/product/jentic-air/standards/telemetry.svg)
    
    ### Full telemetry
    
    Every agent call, traced over OpenTelemetry.
    
-   ![](/product/jentic-air/standards/audit.svg)
    
    ### Audit-ready
    
    Complete trail for compliance.
    

![](</landing-page/Homepage/5 - Book a Demo section/bg-shapes--light.svg>)![](</landing-page/Homepage/5 - Book a Demo section/bg-shapes--dark.svg>)

Start here

## See what's blocking your agent

Get a readiness score for your API in minutes.

[Get your readiness score](/scorecard)