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AI & ML integration

Scale ai integration for AI agents

Insiro connects AI agents to Scale ai so they can act in it under your rules. Scale ai provides machine learning data labeling and annotation services. It enables teams to train AI models with high-quality, human-labeled data at scale. Every Scale ai 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 Scale ai?

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 Scale ai.

  • 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

Scale ai logo Scale aiInsiroNotion

Example: Scale ai → 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 Scale ai

Can Insiro AI agents use Scale ai?

Yes. Insiro connects AI agents to Scale ai 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 Scale ai access, with read-only as the default and approvals for actions that change data.

How does Insiro connect to Scale ai?

Scale ai 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 Scale ai read-only for agents?

Yes. In Insiro Governance, set Scale ai 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 Scale ai 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