Digital Tap AI predicts, hibernates, and pools idle clusters across Databricks, EMR, Synapse, and Dataproc — cutting costs by 42% and saving billions of gallons of cooling water.
Six capabilities that work together to eliminate waste across your entire data platform.
ML models forecast cluster demand patterns, identifying idle periods before they happen.
Automatically suspend idle clusters with state preservation. Resume in seconds, not minutes.
Share warm cluster capacity across teams. Eliminate redundant standby clusters.
Intelligent spot instance management with automatic fallback. Zero interruption risk.
Continuous analysis of cluster usage with actionable recommendations and anomaly detection.
Monitor the water footprint of your compute. Every idle hour wastes cooling water — Digital Tap tracks and reduces it.
Data centers consume 1.8 billion gallons of water annually for cooling. Idle clusters waste energy — and the water used to cool that energy.
Full transparency into every dependency, runtime version, and cluster configuration across your data platform — with cost and water attribution per component.
| Component | Version | Cost/mo | Status |
|---|---|---|---|
| Spark Runtime | 3.5.1 | $2,400 | Secure |
| Delta Lake | 2.4.0 | $890 | Secure |
| PyTorch | 2.1.0 | $1,200 | Update |
| Hadoop HDFS | 3.3.6 | $340 | Secure |
| Log4j | 2.17.1 | — | Patched |
# Install Digital Tap AI pip install digital-tap # Connect your clusters dtap init --platform databricks # Start optimizing dtap optimize --auto
# Run with Docker docker run -d \ -e DTAP_API_KEY=your_key \ -p 8000:8000 \ digitaltap/dtap:latest
# Databricks Extension databricks extensions install digital-tap # Or via Marketplace Search "Digital Tap AI" in your Databricks workspace extensions
Works with your data platform
Savings-share model — Digital Tap only costs a fraction of the money it saves you.
Product launches, optimization tips, and data platform insights. No spam — just signal.
Join teams saving millions in cloud costs while reducing their environmental footprint.