01 // CAPABILITY
Nexus AI natural language query interface
Production Engineered
Enterprise · Data & AIliveLive Platform
Kelson Data Platform
AI-native, OSS-first enterprise data lakehouse & intelligence engine.
A unified enterprise data foundation bridging IDP, Apache Iceberg, Unity Catalog, and modern lakehouse architecture with live ML Ops and sub-12ms query federation.
02 // CAPABILITY
Apache Iceberg, SeaweedFS & Unity Catalog lakehouse
Production Engineered
03 // CAPABILITY
Redpanda real-time Kafka event streaming
Production Engineered
04 // CAPABILITY
Dagster orchestration & JDBC query federation
Production Engineered
System Architecture
Engineered Specifications
Data Lakehouse
Apache Iceberg
ACID transactions on object storage via SeaweedFS
Query Engine
Sub-12ms Federation
Pushdown query federation across JDBC and REST catalogs
Event Streaming
Redpanda Kafka Mesh
Sub-millisecond real-time event streaming cluster
Orchestration
Dagster Asset DAGs
Continuous batch & streaming pipeline orchestration
AI Interface
Nexus AI Copilot
Natural language query distillation with telemetry
Governance
Unity Catalog
Unified metastore and granular table-level RBAC
Verified Interface
Platform Architecture & Console Views
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Nexus AI Platform Console
01Natural language query interface with instant telemetry and sub-12ms federated execution.
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Lakehouse Pipeline Orchestration
02Automated batch and streaming pipeline DAGs integrated with enterprise lakehouses.
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Real-time Event Streaming Mesh
03High-throughput Redpanda cluster for live data ingestion and telemetry.
Operating Model
How Kelson Data Platform Executes
- 1
Connect lakehouses (Apache Iceberg, Unity Catalog, SeaweedFS) and federated sources in minutes.
- 2
Query in natural language via Nexus AI or federate SQL queries with sub-12ms execution.
- 3
Orchestrate continuous batch and streaming pipelines with built-in Dagster and Redpanda engines.
Deployment & Governance
Enterprise Readiness
Engineered for strict privacy compliance, low latency, and zero recurring cloud tax. Deploy on-premises, bare metal, private cloud, or federated architectures with full data sovereignty.