OpenAI builds and deploys advanced AI models like GPT-4o for autonomous agents and workflows.
Seams
$20/moStarting price
0Popularity
About Seams
Seams provides a gateway and portal for building, launching, and monetizing AI products. The gateway acts as a routing layer that customers interact with using model names owned by the product team, while the portal offers branded pages for usage tracking, spending, keys, and activity under the product’s own subdomain. The system meters and caps spending in real time as responses stream, allowing balances to be held and settled to the cent without overnight reconciliation. It supports setting access controls such as bundles for model availability, routers for name resolution, and caps for spend limits that can abort calls mid-stream. The portal integrates with Stripe for invoicing, tax, dunning, and chargebacks, maintaining the product’s branding and customer relationships. The gateway meters text and agent traffic without storing message content, focusing on metering and monetization rather than inference or observability.
Key features
- Gateway routing with customer-facing model names
- Real-time spend caps checked during streaming responses
- Branded portal for usage, spending, keys, and activity
- Bundles for model access control per user
- User key minting and revocation with audit history
- Stripe integration for invoicing and payment handling
- CLI and SDK for setup and management
- Margin reporting for cost and revenue tracking
Use cases
- Launching a monetized AI product with controlled access and spending
- Building a branded customer portal for usage and billing transparency
- Implementing real-time spend limits to prevent overages during streaming responses
Pros
- Real-time spend metering and capping during streaming responses
- Branded portal and gateway under the product’s own domain and design
- Integration with Stripe for invoicing, tax, and payment handling
- Support for custom model names, bundles, routers, and user-specific caps
- CLI and SDK support for setup, key management, and portal configuration
Cons
- No free tier beyond a limited build environment
- Requires integration with an external provider for model inference
- Pricing model includes percentage-based fees on spend
- Limited to text and agent traffic metering; no support for embeddings, images, or audio
Frequently asked questions about Seams
What is Seams and what does it do?
Seams provides a gateway and portal for building, launching, and monetizing AI products. It acts as a routing layer where customers interact using model names owned by the product team, while the portal offers branded pages for usage tracking, spending, keys, and activity under the product’s own subdomain.
Who is Seams designed for?
Seams is designed for product teams looking to build, launch, and monetize AI products without managing the underlying infrastructure. It suits companies that want to control access, metering, and monetization while maintaining their own branding and customer relationships.
How does Seams handle monetization and billing?
Seams meters and caps spending in real time as responses stream, allowing balances to be held and settled precisely. It integrates with Stripe for invoicing, tax, dunning, and chargebacks, while keeping the product’s branding and customer relationships intact.
Can Seams integrate with existing AI models and providers?
Yes, Seams acts as a gateway that customers can call using model names owned by the product team. It supports routing to providers like OpenAI, Anthropic, or Gemini, allowing seamless integration without redeploying clients.
What kind of access controls does Seams offer?
Seams supports setting access controls such as bundles for model availability, routers for name resolution, and caps for spend limits that can abort calls mid-stream. These controls help manage which models each customer can call and how much they can spend.
How do I get started with Seams?
To get started, you create an app using the Seams CLI or SDK, set up your gateway and portal, and configure routing, bundles, and caps. The portal is hosted under your product’s subdomain, and you can integrate it with Stripe for billing and invoicing.
