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AI & ML integration

VLM Run integration for AI agents

Insiro connects AI agents to VLM Run so they can act in it under your rules. VLM Run is a multimodal AI platform for structured extraction, predictions, files, skills, feedback, and evaluations. It helps teams build reliable vision-language workflows without stitching together model, file, and eval infrastructure by hand. Every VLM Run action runs through Insiro's governed gateway, using each person's own connection (API key).

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What can AI agents do with VLM Run?

With Insiro, agents can call models and AI services as steps in a pipeline, compare outputs and keep the best result, enrich records with generated summaries and route requests to the right model by cost, all inside the permissions you set for VLM Run.

  • Call models and AI services as steps in a pipeline.
  • Compare outputs and keep the best result.
  • Enrich records with generated summaries.
  • Route requests to the right model by cost.

A journey through Insiro

VLM Run logo VLM RunInsiroNotion

Example: VLM Run → Insiro → Notion to write generated research into a shared doc. Insiro checks permissions, applies approvals and records the evidence at every hop.

Frequently asked questions about VLM Run

Can Insiro AI agents use VLM Run?

Yes. Insiro connects AI agents to VLM Run through its governed MCP gateway. Agents can call models and AI services as steps in a pipeline and compare outputs and keep the best result using each person's own VLM Run access, with read-only as the default and approvals for actions that change data.

How does Insiro connect to VLM Run?

VLM Run connects with API key. Each user connects their own account once; Insiro stores the credential encrypted and brokers it to the tool only at the moment of a call, so models never see it. Admins can also register a workspace-level connection.

Can I make VLM Run read-only for agents?

Yes. In Insiro Governance, set VLM Run to Off, Read only, or Read and write in a click. Write actions can require confirmation or owner approval by risk tier, and every call is logged with the user, tool, tokens and cost.

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Put VLM Run to work with governed AI agents.

A 30-minute working session: we connect one data source and one app, then run a governed agent on a task you choose.

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  • 13governance checks on every agent tool call
  • 1,700+SaaS apps agents can act in
  • 30+data dialects for plain-English questions