AI observability Honeycomb is expanding AI-driven observability capabilities with AI capabilities and Agent Timeline, Canvas Agent, and AI observability skills, presenting a sales opportunity to organizations looking to automate and accelerate debugging in AI-enhanced production environments.

Production excellence With the launch of Observability Engineering: Achieving Production Excellence second edition, Honeycomb reinforces its position as a knowledge leader for reliability and performance, creating a cross-sell and upsell opportunity with teams seeking best practices and advanced training.

Strategic partnerships The May 2026 partnership with embrace.io to bring web and mobile RUM to Honeycomb’s platform signals growing demand for integrated real-user monitoring, offering a route to jointly target customers needing end-to-end visibility across frontend and backend systems.

Industry engagement Participation in events like O11yCon and AI SRE Summit 2026 indicates active engagement with large engineering organizations exploring AI-assisted operations, suggesting SRE and platform teams as high-potential target segments for expansion and reference opportunities.

Competitive positioning Honeycomb’s emphasis on high-cardinality, no pre-aggregation querying and its stance as an observability platform distinct from incumbents positions it well to pursue mid-to-large enterprises evaluating alternatives to Datadog, Dynatrace, and Splunk for modern production tracing and AI-enabled observability.