For organizations

Bring a useful AI capability to the people you already serve.

Add practice, learning or an interactive experience to an existing product or program. We combine reusable technology with the work needed to fit your audience, content and operating requirements.

Discuss your application

A useful place to start

What would help your audience do more?

Practice a real exchange.

Give people in workforce and learning platforms a place to rehearse a difficult meeting, explore another perspective and reflect.

Work through the material.

Bring guided learning alongside a publisher's content, so readers can work through questions and develop understanding.

Improve an AI experience.

Evaluate a purposeful replacement for an AI feature that needs clearer boundaries, useful continuity or a better fit with its audience.

Two ways to work together

Adopt a capability.
Or shape one with us.

Ready APIs

Connect to your product.

Explore available capabilities, documentation and access through our developer platform. Your application keeps its own experience; we operate the selected capability.

Explore our APIs

Private capabilities

Build around your audience.

Define the use case, content and integration with us. Agree a focused scope, setup and usage, then learn from a pilot before expanding.

Discuss a private capability

Looking for a product your team can use directly? Explore Conversations for organizations, or meet our products.

A concrete example

A place to practice before the real conversation.

Our Conversations product brings a situation, AI participants and coaching into one practice experience. The room responds to what you say, giving you something specific to reflect on.

Our first public API puts conversation practice inside your product: authored rooms, a cast of up to five from 52 AI characters, a Coach in every turn and saved practice.

See the Conversations APITry our Conversations product
Conversations product capture: the full six-seat room in Quiet Member Being Ignored, with its Coach and context panel alongside.
Our Conversations product. View the full room and Coach
You shape the practice.
The runtime supports it.

Your application

Your audience. Your experience.

Practice request
Practice response
You configure the practice

Situation · Cast · Challenge

Conversations API

Governed runtime

Memory · Controls · Evidence

Conceptual integration. Your settings shape the practice; your application communicates directly with the API.

MathBridge · One classroom pilot

People came back
to work through more.

A fourteen-week pilot of MathBridge alongside one introductory statistics course recorded adoption and repeat use. These results describe that course, not Conversations or the whole product family.

41 of 48 active learners returnedEach dot represents one active learner. 41 filled dots represent learners with at least two sessions; 7 outlined dots represent learners with one session.
41 of 48 learners returned.Each dot is one learner. Filled dots mean two or more sessions.
14
weeks
48
active learners
462
sessions
41
learners returned

Source: MathBridge classroom pilot usage report, May 17, 2026; pilot January 9 to April 13, 2026. User counts corrected October 25, 2026 to exclude nine enrolled learners who never used MathBridge. “Returned” means at least two sessions. The data did not include course grades, exam scores or student surveys. Adoption and repeat use are not measured learning gains or an institutional endorsement.

Let's find the useful next step

Tell us what you want people to be able to do.

A short description is enough to start. Tell us about your audience, what you are building and where you would like the experience to fit.

For an existing product, use product support. Find press, privacy and accessibility contacts on our Contact page.

Discuss your application

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