Modulis Data Warehousing
Your Data, Your Warehouse, Your Rules
Store, query, and analyze observability data at scale with built-in data warehousing—no external pipeline required. Keep all your logs, metrics, traces, and analytics in one queryable store.
Key Features
Everything you need from data warehousing—built into one unified observability platform.
Columnar Storage
High-performance columnar storage engine optimized for observability workloads. Fast queries at petabyte scale with efficient compression.
SQL Query Engine
Query your observability data using familiar SQL syntax. Join logs with metrics, traces with analytics—all in one query.
Data Lake Integration
Connect to existing data lakes and external data sources. Enrich observability data with business context from your warehouse.
Long-Term Retention
Retain data for months or years with tiered storage that automatically optimizes cost. No forced data expiration.
Cross-Source Queries
Run queries that span logs, metrics, traces, session replays, and analytics data. Break down data silos in a single query.
Data Export
Export data to S3, GCS, or any object store. Feed observability data into your BI tools, ML pipelines, or compliance archives.
How It Works
All data ingested by Modulis—logs, metrics, traces, sessions, and analytics—is stored in a high-performance columnar engine. You can query data using SQL from the built-in console or via API. Tiered storage automatically moves older data to cost-effective storage while keeping it queryable. Data can be exported to external systems at any time.
Ingest
Connect your data sources using agents, SDKs, or direct API integrations.
Process
Data is parsed, enriched, indexed, and stored in a high-performance engine.
Analyze
Query, visualize, and alert on data across all sources from a unified interface.
Why Choose Modulis for Data Warehousing
Eliminate data pipeline complexity by storing observability data in a built-in warehouse
Run ad-hoc investigations across all data types with familiar SQL queries
Reduce storage costs with intelligent compression and tiered retention policies
Feed observability data into downstream systems for business intelligence and compliance
One Warehouse for All Your Observability Data
Stop managing separate storage backends for logs, metrics, and traces. Modulis Data Warehousing unifies all your observability data in a single, queryable store with the performance of a modern analytical database and the cost efficiency of cloud object storage.
Works With Your Existing Stack
Modulis integrates with the tools and frameworks you already use. OpenTelemetry-native, vendor-neutral, and built for modern architectures.