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AI for an existing product or service

Add a useful AI interface to the product people already use.

We help small product companies add AI that works with their app's data and workflows, so customers or employees can find relevant information and prepare or complete permitted actions.

Live, tool-using product demo

Let users find the right document or record without learning another search system.

Turn a conversation into an approved update through your existing APIs.

Use the identity and permissions your application already relies on.

Keep sensitive data, available actions, and business rules under your control.

Organized connections between an AI interface and approved business systems

One conversation, grounded in your product and workflow.

The assistant uses only the approved data, tools, and actions needed for the job. Existing identity, permissions, validation, and business rules remain in charge.

A user asks

A customer or employee describes what they need in everyday language.

The AI understands

The assistant understands your business domain and customer's needs.

Your systems respond

The integration uses approved APIs while honoring existing authentication, permissions, and business rules.

The result stays controlled

The user receives an answer, reviews an update, and guardrails keep the AI from accessing sensitive information.

Let AI Take Action

AI inside your product

AI can interact with your app or business data with secure guardrails. Allow AI to understand your product and interact with it.

Internal knowledge and operations

Give teams a simpler way to search business records, prepare work, and update internal systems with fewer manual steps.

Customer self-service

Help customers find account information, understand documents, and complete approved changes from one conversation.

Have an existing workflow where AI could be genuinely useful?

Request an exploratory call