One Mesh. One Experience.
Federated data architectures built on Trino and Starburst—turning fragmentation into one mesh, one experience.
Why Infinite Federation for your Data Mesh
Data is fragmented across warehouses, lakes, SaaS APIs, and on-prem systems. Infinite Federation gives you a single query fabric built on Trino/Starburst with policy, lineage, and caching baked in—so teams publish data as products, not pipelines.
Federated, not migrated
Query where data lives—S3, ADLS, Snowflake, BigQuery, Postgres, APIs—without copy or lock-in.
Product-first governance
Domains own data; platform enforces policy via OPA/ABAC, tags, and row/column filters.
AI-ready
Semantic catalog + quality signals + vector access so LLM agents can find & trust data products.
Time-to-value in weeks
Start with a thin slice: 2–3 domains, shared policies, gold tables, and measurable outcomes.
What you get on Day 1
- Trino-native federation with connectors to your priority sources
- Iceberg catalog (Polaris / Nessie / HMS) and object storage (MinIO/S3/ADLS)
- Access control via OPA policies, SSO groups, fine-grained row/column rules
- Observability (query logs, cost, SLOs) and data contracts per product
- Metadata mesh (OpenMetadata) + lineage + ownership + docs
Proof you can measure
↓ Time-to-data
Weeks → days to publish a governed data product.
↑ Adoption
# products published, # consumers, satisfaction (CSAT/NPS).
↓ Cost/Query
CPU seconds, scan bytes, cache hit-rate, egress avoided.
↑ Quality
Contract pass-rate, freshness SLO, incident MTTR.
Reference architecture
A lightweight platform you can deploy on Kubernetes or VMs.
┌────────────────────────────── Platform Control Plane ──────────────────────────────┐
│ Identity (SSO/Groups) | OPA Policy | OpenMetadata | Observability | Cost Guard │
└───────────────────────────────────────────────────────────────────────────────────┘
▲ ▲ ▲
│ │ │
┌────────┴───────┐ ┌─────┴────────┐ ┌──────┴───────┐
│ Trino/Starburst│ │ Iceberg Catalog│ │ Object Store │
│ (Federation) │ │ (Polaris/Nessie)│ │ (S3/ADLS) │
└────────┬───────┘ └─────┬─────────┘ └──────┬──────┘
│ │ │
Sources & APIs: Postgres | Snowflake | BigQuery | Kafka | SaaS APIs
│ │ │
Domains publish governed data products discoverable by all