A diagnostic and remediation service for enterprises overspending on Snowflake and Databricks, converting computing credits into measurable business ROI.
Enterprise cloud credits are often consumed at 2-3x the budgeted rate. Oversized environments and unmanaged workloads by distributed teams lack essential policy guardrails, leading to significant financial waste. As renewals approach, leadership demands defensible ROI. Without query-level forensics, infrastructure teams cannot justify spending. Runaway costs have become a critical organizational credibility issue.
Cloud optimization is a continuous engineering discipline. Saama provides automated frameworks, diagnostics, and architectural guardrails to maximize margins without hindering innovation.
Aligning compute power with live business demand to eliminate structural platform waste.
Remediating critical code bottlenecks that drive the majority of infrastructure costs.
Enforcing automated policy guardrails to make financial discipline passive and structural.
Stop overspending immediately to protect margins and secure efficiency via guardrails.
Automated monitors prevent future environment drift and unmanaged provisioning.
Restructure inefficient workflows to reallocate infrastructure capital toward growth.
| Functions (Pillars) | Agents |
|---|---|
| Compute Right-Sizing & Workload Discipline | Cluster Sizing Agent, Storage Tiering Optimizer |
| Advanced Query Forensics & Pattern Mining | Query Fingerprint Miner, Root-Cause Attribution Agent |
| Algorithmic Governance & Continuous Optimization | FinOps Policy Guardian, Credit Burn-Rate Predictor |
Optimization is a continuous discipline. We make it operational with forensics and frameworks that protect margins without stifling innovation.
