Model Gateway
Route across multiple providers with policy-aware failover, deterministic retries, and token-level telemetry.
PLATFORM OVERVIEW
One runtime for build, deploy, and governance.
Daesha unifies AI orchestration, service routing, observability, and policy enforcement into one programmable platform layer.
CORE CAPABILITIES
Designed for product engineers and platform engineers.
Tooling Runtime
Register internal tools with strict schemas, execution limits, redaction policies, and signed invocation logs.
Deployment Control
Promote builds through staging rings with eval thresholds, quality gates, and automatic rollback if regression is detected.
Data Boundaries
Enforce data-residency and role-scoped retrieval while preserving throughput using adaptive cache and vector index partitioning.
REQUEST LIFECYCLE
Every call is replayable end to end.
- Ingress Schema validation, auth checks, and prompt linting.
- Orchestration Model selection, tool dispatch, and context retrieval.
- Enforcement Output policy gates for safety, compliance, and format guarantees.
- Delivery Streaming response with complete lineage to commit + config.
INFRASTRUCTURE
Production features teams rely on daily.
- Config Snapshots: immutable release artifacts with signed provenance.
- Traffic Shaping: shadow, canary, and weighted routing policies.
- Eval Pipelines: quality checks run pre-merge and pre-release.
- Secret Controls: scoped credentials with rotation and leak detection.
- Cost Guardrails: budget caps per org, project, and endpoint.
- Unified Alerts: latency, error-rate, and policy drift notifications.
OPERATIONS MATRIX
How Daesha compares to fragmented stacks.
| Capability | Daesha Platform | Typical DIY Stack |
|---|---|---|
| Deployment rollback | Automated with eval-aware triggers | Manual scripts and on-call intervention |
| Policy observability | Per-request decision trace | Partial logs spread across tools |
| Provider resilience | Multi-model routing with fallback chains | Single-provider hard dependency |
| Latency debugging | Timeline correlation from API to model | Cross-system forensics |
START BUILDING
Ship your platform roadmap faster.
Move AI capabilities from pilot to production without creating a second internal platform team.