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For developers

Persistent context for AI products, without building it yourself.

Memory AI handles cross-session memory, multi-provider failover, and prompt-caching-aware synthesis behind one API. Bring your own context — we add the memory and reasoning.

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Request

POST /api/brain/process
Content-Type: application/json
X-API-Key: mai_live_••••••••

{
  "customerId": "your-customer-id",
  "userId": "end-user-id",
  "message": "What's my budget target?",
  "sessionId": "session-abc123",
  "userContext": {
    "contextProvided": true,
    "contextualInfo": "...",
    "domain": "default"
  }
}

Response

{
  "success": true,
  "message": "Here's a plan tailored to your goals...",
  "metadata": {
    "responseTime": 1830,
    "semanticMemoriesUsed": 3,
    "memoryUpgraded": true,
    "contextAvailable": true
  }
}

The challenges AI product teams face

Users repeat themselves

Without memory, every session starts from scratch — creating friction and leading to lower satisfaction and retention.

Outages break your product

Provider downtime or rate limits can take your product offline without the right failover strategy in place.

Memory is hard to get right

Capturing the right context while excluding sensitive data is complex and critical — especially in regulated industries.

How Memory AI works

  1. 1

    Your app talks to Memory AI

    Send the user’s message and any relevant context to our API.

  2. 2

    We add memory and choose the best model

    We recall the right context, manage providers, and handle resilience behind the scenes.

  3. 3

    Better answers, every time

    Your user gets a more relevant, consistent response in their language — every time.

Core capabilities

Persistent memory across sessions

Conversations, preferences, and goals carry forward to every new session.

Multi-provider routing with automatic fallback

Reliable, resilient responses even when providers are down or rate-limited.

Prompt-caching-aware architecture

Reduces per-conversation cost as the session continues.

Privacy-conscious memory extraction

Scoped exclusions for sensitive data while retaining durable context.

Multi-language aware responses

Responds in the end user’s preferred language.

Bring-your-own-context integration model

You provide context. We add reasoning and memory — not a data warehouse.

Production proof

Built from real production experience

Memory AI powers a live, production credit-coaching product for a financial-services customer.

The platform is already handling persistent context, provider resilience, and privacy-conscious memory in a regulated-industry workflow.

Ready to integrate memory into your product?

Request access and we'll get you set up.

Request Access