Make your APIs AI-ready.
No migration required.

Orca transforms your existing APIs into AI-ready infrastructure. Point us at your specs and we'll handle the rest — cutting token costs by 60-90% along the way.

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72%
Typical API waste
Zero
Code changes required
60-90%
Token cost reduction

The AI-API mismatch

Every enterprise API was designed for humans clicking buttons. A user logs in, browses, clicks, checks out. The API handles a handful of requests with rich, verbose responses.

AI agents work differently.

A single user request to an AI assistant can trigger dozens of API calls across multiple services. Every field in every response costs tokens. Every token costs money.

72%

of typical API response payloads are unnecessary for AI agent tasks

— Analysis of 20 major e-commerce APIs

Purpose-built endpoints

Your existing APIs return 100 fields. Your AI agent needs 8. Orca lets you define new endpoints that expose exactly what each client needs — in minutes, not months.

Typical API response
72% less
What AI actually needs
✓
Define once, expose anywhere — Create a new endpoint or MCP tool in minutes that returns exactly the fields you need — no kitchen-sink responses
✓
Works with any protocol — MCP for AI agents, REST, GraphQL or gRPC for existing tools — same optimisations everywhere
✓
Zero changes to your APIs — We adapt to your existing infrastructure, not the other way around

From specs to AI-ready

Three steps. No code changes. No multi-month migration project.

1

Connect

Point Orca at your OpenAPI specs or existing API endpoints.

2

Generate

We analyse your APIs and automatically create an optimised orchestration layer.

3

Consume

Your AI agents connect via MCP. Your other tools via REST, gRPC or GraphQL.

Why Orca

One intelligent layer between your AI consumers and existing APIs.

AI Consumers → Orca → Your APIs

Filters & optimises every request

↓

Cut token costs by 60-90%

Every unnecessary field costs tokens. Orca ensures AI agents only receive what they actually need, keeping your costs under control.

✓

No migration required

We work with your APIs as they exist today. No 12-month rewrite projects. No disruption to you engineering teams.

Protocol agnostic

MCP for AI agents. REST, gRPC or GraphQL for existing tooling. Whatever emerges next. Future-proofed by design.

Enterprise ready

Single-tenant deployment in your infrastructure. Your data never leaves your environment.

The timing is now

AI agents aren't theoretical. They're shipping.

OpenAI, Anthropic, Microsoft — everyone is building agents that need to consume enterprise APIs. The infrastructure gap is widening. Enterprises that act now will have a significant advantage.

Orca is how you move fast without breaking everything.

Ready to make your APIs AI-ready?

Register your interest and be first to experience what AI-API orchestration can do for your infrastructure.

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Or talk to us if you're an enterprise with immediate needs.