OllyGarden, an observability platform launched in 2025, has raised $4 million in venture funding to accelerate development of its telemetry quality management technology. The investment round included Next Frontier Capital, Grand Ventures and ACTAI Ventures as lead backers, with existing supporter DIG Ventures joining the round. Strategic investors from the observability sector—Datadog, Grafana Labs and Dash0—also committed capital to the company.
The platform addresses a widespread problem in software monitoring: the accumulation of unreliable and superfluous telemetry data that inflates storage costs and obscures actionable insights for engineering teams. OllyGarden works with organisations in retail, financial services and enterprise software to continuously assess data quality, pinpoint issues and implement corrections before problematic information reaches observability backends. This approach enables both human engineers and AI systems to operate with cleaner datasets while cutting expenses tied to data retention and processing.
In its first year of operation, OllyGarden has helped clients reduce log volumes by as much as 85 per cent, demonstrating the scale of unnecessary data flowing through typical observability systems.
New AI-Powered Instrumentation Capability
Alongside the funding news, OllyGarden unveiled Minimum Viable Instrumentation (MVI), a fresh feature for its AI-driven OpenTelemetry Engineer tool named Rose. Previously, Rose could examine existing instrumentation setups and suggest enhancements. The MVI capability extends this functionality to detect gaps in instrumentation coverage and recommend how to establish foundational monitoring standards. The feature aims to standardise instrumentation practices across teams, code repositories and pull requests while preventing the generation of surplus data.
Founder Juraci Paixão Kröhling explained the philosophy behind the approach:
More instrumentation is not better instrumentation. It's about surfacing only the information and data that's useful and actionable: no more, no less.
Juraci Paixão Kröhling, founder of OllyGarden
According to Kröhling, the proliferation of AI-generated code has contributed to escalating telemetry volumes, making it increasingly difficult for engineers to locate critical signals. MVI tackles this challenge by expanding OllyGarden's scope beyond refining current instrumentation to identifying where instrumentation should be added in the first place.
Built on OpenTelemetry, the industry standard for software telemetry collection, OllyGarden's approach enables organisations to enforce instrumentation best practices across their infrastructure, even when observability engineering teams are lean.
Source: Tech.eu
