Sawmills is the first smart telemetry management platform, giving enterprises control over logs, metrics, and traces before they reach costly observability tools. No other solution in the market applies AI-based detection for noise to telemetry optimization, making Sawmills uniquely positioned to cut waste, improve data quality, and enforce governance.
Traditional filtering and hand-written rules don’t scale. Sawmills applies AI to your telemetry pipeline to continuously detect noise patterns, duplicate and near-duplicate events, low-value attributes, cardinality explosions, PII/policy violations, and broken schemas. For each finding, Sawmills proposes an action: filter, redact, aggregate, downsample, normalize, enrich, and can auto-remediate with approvals, SLAs, and rollbacks. This shifts control upstream, reduces waste, improves data quality, and makes governance automatic.