Every productneeds AI agents.
Embed intelligent agents directly into your product. Give users AI that understands your data and takes action. Powered by MCP
Powering AI experiences for
Agents that take action
Build AI features that do things, not just answer questions. Connect to your data and let users interact with your product in entirely new ways.
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Session management
Track user sessions and context across conversations
Observability
Monitor performance, errors, and usage in real-time
MCP tools
Build and deploy tools that connect to your data
Customer insights
Understand how users interact with your agents
Platform
Your backend for AI Chat
Production-ready React components that embed intelligent agents directly in your product. Customize the experience, connect to your data, and ship AI features your users will love.
Platform
Everything you need
to ship embedded agents
Connect your data, build agent capabilities, and deploy AI features that transform your product experience.
Ready to go chat embed
With an easy to use component library
PLATFORM
Your Data
APIs
Databases
Data warehouses
Your SaaS
Your AI Clients
Your Agents
Connect any data source
Give your agents access to APIs, databases, and warehouses. Your product data becomes agent capabilities.
Test before you ship
Validate agent behavior in our playground before deploying to users. Test against popular models with streaming and tool use built in.
Use tools with any MCP client
Universal support across popular clients.
Scale with your users
Serverless infrastructure scales from zero to millions of requests. Sub-second latency ensures your agents feel instant.
Cost-efficient at scale
100x more efficient with dynamic toolsets. Keep AI costs manageable as your user base grows.
OAuth handled for you
Authentication works out of the box: auth flows, token refreshes & DCR all handled.
Connect OAuth
Whatever AI stack you run, run it on Gram.
Polar used Gram to turn their payments API into a production MCP server in under a week. With AI-assisted onboarding, natural language analytics, and automated merchant operations, their agents now handle complex payment flows through simple instructions. Gram’s managed infrastructure lets the team focus on product logic while MCP stays fully up to date.