AI Asset Discovery in AI Control Tower for Langdock

[AndreyKuznetsov]

Hello community, We’re exploring if we can govern Langdock-based AI agents with AI Control Tower. For each Langdock agent, we’d like visibility into its purpose, owner, models and data used, status, etc.  Unfortunately there is no Langdock connector from ServiceNow and not much information about how to build a custom one. 

Has anyone implemented AI Asset Discovery in ServiceNow AI Control Tower for Langdock? If so, what approach did you take or would recommend?

• A custom ServiceNow REST/Service Graph Connector calling Langdock’s platform APIs?
• Did this require customization on Langdock’s side, or was connecting ServiceNow directly to Langdock’s standard existing APIs sufficient? I'm particularly interested in whether those APIs provide enough metadata for automated asset discovery or whether a custom API or connector had to be developed in Langdock.

Which asset types and metadata were you able to discover, such as agents, models, prompts, skills, tools, knowledge bases, owners, status, or usage? 

Were there any limitations or challenges with authentication, API schemas, pagination, or mapping assets into AI Control Tower?

[Mathew Hillyard]

Hi @AndreyKuznetsov 

This is IMHO one of the weaknesses of ServiceNow's Control Tower is that to ingest assets you either have a prebuilt Service Graph Connector (which are largely fixed without flexibility, for example over which attributes from the source system you can collect, and if my experiences over the last few months are anything to go by, poorly documented and buggy), or you're left to bring in the assets by your own devices. There is the dedicated Table API for AI Assets as documented in the implementation guide. If the Langdock APIs are well documented then you should be able to map to AI Assets. if you're doing it at scale you may be able to leverage Integration Hub, but ServiceNow deliberated stayed away from that technology by defining dedicated AI Service Graph Connectors.

Bear in mind that you don't just need the AI Asset data - you also need the generate/map a product model and a governance details record as well, otherwise the Asset won't render in AICT.

Best of luck and do let us know how you get on.

I hope this helps!
Mat

You could attempt to create a custom connector but it's not beyond the realms of possibility that ServiceNow might come up with