Your team builds and manages AI Associates for insurance from any AI assistant — Claude, ChatGPT, or Gemini. The full platform accessible as CLI commands and MCP capabilities.
Why This Matters
Insurance runs on manual processes — $140B+ worth. Every quote, every endorsement, every renewal involves humans navigating legacy systems, re-keying data, and following workflows that haven\'t changed in decades.
Indemn builds AI Associates that automate these workflows and generate revenue for insurance businesses. Associates that quote, bind, service, and sell — across web chat, voice, and email.
But building these Associates has required our dashboard. Until now.
The Indemn CLI and MCP Server — the Strategy Studio — make the entire Associate platform programmatically accessible — designed from the ground up for AI assistants to operate. The same capabilities our engineering team uses internally, available to anyone building with AI.
This is what it looks like when a company doesn\'t just use AI but is built around it at every level. The platform that builds insurance Associates is itself accessible to AI assistants. The flywheel turns.
Capabilities
Create Associates
Spin up a new AI Associate, configure its personality, connect knowledge bases, and define custom functions — all through natural language or CLI commands.
Evaluate Quality
Design test scenarios, build scoring rubrics, and run evaluations against your Associates. Get quantified confidence before going live.
Improve Autonomously
Read evaluation results, identify failures, adjust configuration, and re-evaluate. The full improvement loop without leaving your AI assistant.
Export & Report
Generate branded PDF Associate cards and evaluation reports. Share results with stakeholders in a format they can trust.
Frequently Asked Questions
How do I build an AI Associate for insurance?
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Indemn provides a complete platform for building conversational AI Associates purpose-built for insurance workflows. With the Indemn CLI, you can create an Associate, connect it to your knowledge base, define custom functions for quoting and binding, and deploy it across web chat, voice, and email — all from your terminal or AI assistant.
What is an MCP server and how do I use one?
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MCP (Model Context Protocol) is an open standard that lets AI assistants like Claude, ChatGPT, and Gemini connect to external capabilities and services. The Indemn MCP server exposes 58 capabilities that give your AI assistant the ability to create Associates, manage knowledge bases, run evaluations, and more — all through natural conversation.
Can I create AI Associates with ChatGPT?
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Yes. The Indemn MCP server works with any AI assistant that supports the Model Context Protocol, including ChatGPT, Claude (Code and AI), and Google Gemini. Install the CLI, authenticate, connect the MCP server to your preferred AI assistant, and start building Associates through natural language.
How do I automate insurance workflows with AI?
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Indemn Associates execute full insurance workflows — quoting, binding, claims intake, policy servicing, and customer support across web, voice, and email channels. The CLI lets you configure these workflows programmatically and test them through automated evaluations before deploying to production.
What's the best way to manage AI Associates programmatically?
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The Indemn CLI provides 35+ commands for the full Associate lifecycle — create, configure, evaluate, improve, and export. Combined with the MCP server's 58 capabilities, it's the most comprehensive programmatic interface for building and managing insurance AI Associates. Install with npm install -g @indemn/cli.
Do I need coding experience to use the Indemn CLI?
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No. While the CLI is a developer interface, the MCP server lets you manage Associates through natural language in any AI assistant. Ask Claude or ChatGPT to 'create an Associate for quoting auto insurance' and it handles the technical details. The CLI is there when you want more control.