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AI & ML integration

Textcortex integration for AI agents

Insiro connects AI agents to Textcortex so they can act in it under your rules. Textcortex is an AI-powered text generation platform that provides powerful language model APIs for developers. It enables rapid, high-quality content creation and paraphrasing at scale. Every Textcortex 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 Textcortex?

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 Textcortex.

  • 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

Textcortex logo TextcortexInsiroNotion

Example: Textcortex → 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 Textcortex

Can Insiro AI agents use Textcortex?

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

How does Insiro connect to Textcortex?

Textcortex 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 Textcortex read-only for agents?

Yes. In Insiro Governance, set Textcortex 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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