Elastic: context layer beats the model for AI agents in observability

Elastic is building a context layer that extracts entities from telemetry before AI agents reason, arguing context matters more than the model. The company acquired Deductive AI for up to $85 million to speed up root cause analysis by up to 90%.

• Elastic closed its Deductive AI acquisition on 24 August 2026 for up to $85 million
• Deductive AI claims to accelerate root cause analysis by up to 90%
• One in three Australian firms exceeded their AI budget last financial year
• Only 13% of organisations log AI agent usage