Run image and video workloads across inference providers with routing, failover, billing, observability, lifecycle management, and adaptive real-time provider intelligence.
Execution Control Plane
BabySea gives generative media teams one workload model: validate the request, select the provider path, reserve credits, execute, fail over, track state, store artifacts, and deliver results through a consistent API.
Runtime Control
Providers differ in schemas, defaults, latency, pricing, safety behavior, output formats, and failure modes. BabySea turns those differences into one predictable execution contract.
Execution Path
Authenticate, validate, rate limit, reserve credits, select providers, execute workloads, fail over, persist artifacts, and deliver results through one control plane.
Security
Authentication, scopes, IP allowlisting, rate limits, idempotency, concurrency, and credit reservation are enforced before a workload reaches any inference provider.
API key authentication, scoped access, IP allowlisting, and plan-based rate limits enforce independent controls at the request boundary.
Credits are reserved before execution begins. Use /v1/estimate to preview cost, then settle deterministically after completion.
Customer webhooks are HMAC-SHA256 signed with replay protection, giving every delivery a consistent verification contract.
Reliability
BabySea routes workloads through health-aware provider paths, learns from real execution outcomes, and keeps the serving path fail-open by design.
Provider health is continuously evaluated. Degraded providers are removed from routing and reintroduced only after they recover.
Pin your own provider order, or set generation_provider_order: "fastest" to use per-model rankings learned from real execution outcomes.
Latency, success rate, error behavior, cost, and provider outcomes feed the intelligence loop behind adaptive routing.
Results & Events
Providers return different payloads, statuses, errors, and webhook behavior. BabySea standardizes delivery, retries, signatures, retrieval, and generation state into one event contract.
All webhook payloads are signed with replay protection. Verify delivery integrity through one consistent contract.
Failed deliveries are retried with exponential backoff. Repeated failures are preserved in a dead letter queue for recovery.
Generate once, then retrieve via /v1/content with consistent fields for status, provider, output, timing, and lifecycle state.
Platform
Authentication, access control, credit settlement, provider routing, artifact handling, retrieval, observability, event delivery, and lifecycle management operate as one execution system.
One request format across providers with consistent inputs, outputs, errors, and delivery behavior.
Route workloads using explicit provider order, learned rankings, circuit breakers, retries, and built-in failover.
Reserve credits before execution, preview cost with /v1/estimate, and settle usage deterministically after completion.
Signed payloads, retries, replay protection, and dead letter handling keep event delivery reliable.
Plan-tiered limits, scoped keys, IP allowlisting, and concurrency caps enforce usage boundaries before execution.
A zero-dependency TypeScript SDK for Node, Edge, and browser environments, backed by the same execution API.
Run generative media workloads across providers through one normalized execution contract.
Retrieve, inspect, cancel, delete, and manage generation state through consistent /v1/content endpoints.
Track request state, provider outcomes, latency, errors, cost, webhooks, credit movement, and audit activity.
Enterprise
RBAC, credit settlement, auditability, privacy workflows, regional isolation, observability, and fail-open intelligence are built into the execution platform from the start.
Per-request cost is visible upfront. Preview with /v1/estimate, reserve before execution, and settle after completion.
Run the API under your own domain with automatic SSL and controlled exposure.
Per-key allowlisting with strict validation on every authenticated request. No bypass paths.
Track latency, success rates, provider behavior, usage, cost, request state, and delivery outcomes.
Granular read/write scopes with rotation and grace periods. Enforce least-privilege access across teams.
Consent handling, DSAR export, PII scrubbing, storage cleanup, and append-only audit trails built in.
HMAC-SHA256 signed payloads with timestamp replay protection. Delivery integrity is enforced consistently.
Role-based access, shared credit pools, team accounts, and unified activity logs within account boundaries.
Pricing
Plans include monthly credits. Each successful generation deducts from your balance based on model, output type, duration, resolution, and workload parameters.
Multi-Region Infrastructure
BabySea operates isolated US, EU, and APAC stacks with dedicated API endpoints, databases, storage, and routing intelligence. Each region learns from its own execution outcomes while preserving regional data boundaries.
Get Started
Create a key, send a workload, and retrieve results. The same execution control plane runs across image and video generation.
Generate a scoped API key in seconds. Includes $1 in credits, no card required.
Send a POST request with your model and inputs. Provider selection, failover, and credit reservation are handled automatically.
Poll /v1/content or register a webhook endpoint. Results include consistent status, outputs, provider, and timing data.
FAQ
Clear, technical answers for teams evaluating BabySea as execution infrastructure.
Developer-ready execution
Create an account, generate an API key, and run your first image or video workload in minutes. $1 in free credits. No card required.