Federated Data Mesh Services

Transform your data silos into a unified, federated mesh that scales with your business.

Federated Query Engines

Trino, Starburst, DuckDB, and beyond — The connective tissue between your data lakes, APIs, catalogs, and security layers.

• Multi-source query federation across cloud and on-premises
• Real-time and batch processing optimization
• Cross-platform data virtualization
• Performance tuning and workload isolation

Lakehouse Foundations

Iceberg (Polaris, Nessie, Gravitino), MinIO, S3 — Unified storage with federated access patterns.

• Schema evolution and data versioning
• Partitioning strategies and compaction optimization
• CDC merges and real-time data ingestion
• Cross-region replication and disaster recovery

Governance & Security

ABAC/RBAC, masking, redaction, lineage, OPA/OTel — Mesh-wide governance without centralization.

• Fine-grained access control across data domains
• Data masking and token redaction for sensitive data
• End-to-end lineage tracking and audit trails
• Policy as code with Open Policy Agent (OPA)

Performance & Cost Control

Workload isolation, resource groups, spill strategies — Optimize for both performance and cost efficiency.

• Resource group management and queue policies
• Memory optimization and spill strategies
• Cost allocation and chargeback models
• Performance benchmarking and SLO management

Migration & Upgrades

Zero-downtime blue/green, compatibility automation — Seamless transitions with minimal risk.

• Blue/green deployment strategies
• Compatibility matrix automation
• Data migration and validation
• Rollback procedures and disaster recovery

AI-Driven Data Access

Guardrailed Text-to-SQL, semantic layers, ACL-aware agents — Intelligent data access with built-in governance.

• Natural language to SQL generation
• Semantic layer development
• AI agents with access control awareness
• Automated query optimization and recommendations

Data Mesh Architecture

Domain-driven design, self-serve data platforms — Enable teams to own their data while maintaining governance.

• Data product development and ownership models
• Self-serve data platform design
• Cross-domain data sharing protocols
• Data mesh maturity assessment and roadmap

Enterprise Integration

SSO, network policy, IaC — Production-ready infrastructure and security.

• Single sign-on and identity federation
• Network security and firewall policies
• Infrastructure as Code (IaC) automation
• Monitoring, alerting, and observability