Trisense is a self-hostable decision intelligence platform that combines a standard data stack with an automated insights engine — shifting the output from visualization to decision support.
The Problem
Most teams now operate with reliable pipelines, warehouses, and dashboards. What remains unsolved is the interpretation layer — surfacing why metrics move, which changes are signal vs. noise, and what action is warranted.
Most BI platforms are query engines with visualization layers — they surface what happened and leave interpretation to the user. Trisense operates on the premise that interpretation can be automated.
Manual analysis cycles create latency between data availability and actionable understanding.
Anomalies and trend shifts are caught after impact, not before.
Repetitive reporting work keeps analysts from higher-value strategic analysis.
Platform
Trisense is structured around three vertically integrated layers — from ingestion to intelligence. The core distinction: other platforms answer "what happened". Trisense answers "why it happened and what to do next".
Unified ingestion across relational databases, object storage, event streams, files, and APIs. Federated connectors to BigQuery, Snowflake, Redshift, S3, and RDS — analyze data in place without forced migration.
SQL query engine with notebook support, dashboard builder, scheduled reports, alerting, and role-based access with data governance primitives.
The intelligence layer. Anomaly detection, root cause analysis, forecasting, pattern discovery, natural language summaries, and action recommendations — automated and continuous.
Compare
| Capability | Typical BI Tool | Trisense |
|---|---|---|
| Data ingestion | Yes | Yes |
| Dashboards & queries | Yes | Yes |
| Anomaly detection | Partial / manual | Automated |
| Root cause analysis | Manual | Automated |
| Forecasting | Add-on / separate tool | Native |
| Plain-language insights | No | Yes |
| Action recommendations | No | Yes |
| Self-hostable | Rarely | Yes |
Editions
AGPL-3.0 — Self-hosted (Cloud coming soon)
Enterprise license — Self-hosted (Cloud coming soon)
Contact
Whether you're exploring Trisense for your team, interested in the Enterprise edition, or just want to learn more — we'd love to hear from you.