ManifestoWhy we built BabySea 🚀

The inference infrastructure
for generative media.

BabySea unifies image and video models behind a single API and schema, dynamically routes requests with automatic failover, and tracks model selection, latency, and cost across every execution.

AI Infrastructure

One request shape.
Deterministic routing.
Multi-provider delivery.

One request shape for every image and video model. BabySea abstracts schema, routing, and provider differences so your application integrates once.

Unified API

Control multi-provider inference with one API.

Providers expose different auth schemes, request shapes, webhook formats, polling models, and error semantics. BabySea abstracts that complexity behind one API contract for image and video workloads.

Execution Flow

The lifecycle is deterministic, even when providers are not.

Authenticate the key. Check scope and IP rules. Apply rate limits. Reserve credits. Select a provider. Fail over if needed. Re-host assets. Deliver signed webhooks. One control plane owns the full request lifecycle.

Security

Every request is verified
before compute begins.

Authentication, scopes, IP allowlisting, rate limits, and credit reservation are enforced before any provider call is made. Security and billing integrity are part of the execution path, not a layer added after it.

Defense in Depth

API key authentication, IP allowlisting, and plan-tier rate limits enforce independent controls at every request boundary.

Financial Guardrails

Credits are reserved before execution begins. Use /v1/estimate to preview cost, then settle deterministically once the generation finishes.

Zero-Trust Delivery

Every webhook is HMAC-SHA256 signed with built-in replay protection. Delivery integrity is enforced at the edge, not assumed.

Reliability

Provider failures do not
become customer failures.

BabySea watches provider health in real time and reroutes work automatically, so your application does not need provider-specific retry trees or bespoke failure handling.

Circuit Breakers

Provider health is continuously monitored. Degraded providers are removed from routing automatically and reintroduced only when stable again.

Provider Chain

Execution follows a deterministic fallback path. Set your own generation_provider_order or let BabySea route requests across the available provider chain.

Real-time Metrics

Per-provider latency, success rates, error spikes, and cost are tracked for every request, giving full visibility into execution performance.

Delivery

Results in one format.
Regardless of which model ran it.

Inference providers do not behave the same. BabySea normalizes completion payloads, retry behavior, and replay-safe signatures into one delivery contract.

HMAC-SHA256 Signatures

Every payload is signed with replay protection. Verify delivery integrity at the edge with one consistent contract.

Automatic Retry + DLQ

Failed deliveries are retried with exponential backoff. After repeated failures, events are preserved in the dead letter queue, never lost.

Typed Content Lifecycle

Generate first, then retrieve the same generation through /v1/content with consistent status, provider_used, output_file, and timing fields.

Platform

The control plane around AI inference.

Authentication, access control, cost enforcement, asset handling, retrieval, observability, and delivery are part of the same system. BabySea owns the full lifecycle around every generation request.

Unified Interface

One request format across providers, consistent inputs, outputs, and delivery behavior.

Multi-Provider Routing

Requests are routed, retried, and run across providers with built-in failover and circuit breakers.

Billing & Cost Guardrails

Per-request credit reservation and settlement with /v1/estimate for exact cost preview.

Delivery & Webhooks

Signed payloads with retries and dead letter queue ensure every result is delivered reliably.

Rate Limiting & Access Control

Plan-tiered limits and configurable controls enforce usage boundaries at every request.

SDK & Browser Delivery

Zero-dependency TypeScript SDK for Node, Edge, and browsers.

Image + Video Workloads

Run media generation across multiple providers with one request contract and one retrieval model.

Content Retrieval API

Poll /v1/content for a consistent record of status, provider used, outputs, and execution timings.

Observability & Audit Trails

Track latency, success rates, error spikes, and cost across every request lifecycle.

Enterprise

Built for production teams, not toy demos.

RBAC, billing integrity, auditability, privacy workflows, and multi-region deployment are enforced as part of the platform, not bolted on later.

Deterministic Billing

Per-request cost is visible upfront. Preview spend before execution, then settle credits after completion.

Custom Domains

Run the API under your own domain with automatic SSL, full control over how your API is exposed.

IP Access Control

Restrict access per API key with strict allowlisting. Every request is validated with no bypass paths.

Observability

Track provider latency, success rates, error spikes, and usage with dashboards built around the full request lifecycle.

Scoped API Keys

Granular read/write scopes with rotation and grace periods, enforce least-privilege access across teams.

GDPR & Privacy

Consent handling, DSAR export, PII scrubbing, and append-only audit trails are built into the platform lifecycle.

Webhook Verification

Every payload is HMAC-SHA256 signed with replay protection. Delivery integrity is enforced at the edge.

Multi-Tenant RBAC

Role-based access, shared credit pools, and unified activity logs support teams operating from one account boundary.

Pricing

Flexible pricing for production workloads.

Plans define limits, retention, and features. Usage itself is settled separately through credits.

Multi-Region Infrastructure

Deploy against regional infrastructure stacks.

BabySea runs isolated US, EU, and APAC stacks with regional API endpoints, databases, and storage so teams can choose the deployment boundary that matches their requirements.

US region
EU region
APAC region
Data
  • East US [North Virginia]
  • Central EU [Frankfurt]
  • Northeast Asia [Tokyo]
Compute
  • Washington DC, US
  • Cleveland, US
  • San Francisco, US
  • Stockholm, SE
  • Frankfurt, DE
  • London, UK
  • Tokyo, JP
  • Hong Kong, CN
  • Singapore, SG

Get Started

From API key to production in three steps.

Create a key, send a generation request, then retrieve content or receive signed webhooks. The same control plane works across image and video.

01

Create your API key

Sign up and generate your API key in seconds. Every account includes $1 in credits, no card required.

02

Execute a generation request

Send one POST to /v1/generate with your model and optional generation_provider_order. BabySea handles routing, failover, and billing.

03

Receive results reliably

Poll /v1/content or register a webhook endpoint. You get consistent status, outputs, and timing metrics either way.

FAQ

Production questions.

Clear answers for developers and teams evaluating BabySea as AI infrastructure.

Developer-ready infrastructure

Ship against one API.

Create an account, get your API key, and run your first request in minutes. $1 in free credits. No card required.

Image modelsVideo modelsMulti-providerPrivacy control