Detect unused infrastructure resources for teams
Companies waste money on idle or unused cloud resources
“Idle cloud resources are a frequent cost issue reported by teams”
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Detect flaky tests in CI pipelines for teams
Teams lose time rerunning pipelines due to flaky tests without clear identification
Flaky tests are a widely discussed pain point in developer communities
Track infrastructure cost per feature or service
Teams cannot attribute infrastructure costs to specific features or services
Companies increasingly seek granular cost attribution for infrastructure
Centralize incident updates for stakeholders and teams
Teams struggle to keep stakeholders updated during incidents
Incident communication gaps are frequently discussed in engineering teams
Detect unusual patterns in logs for ops teams
Teams miss critical issues because anomalies in logs go unnoticed
Teams often discuss missing early warning signs in logs
DevOps engineers and startups
Market Competition
Moderate competition — differentiation will be key to success.