Managing Observability Costs at Scale: Lessons from the Real World

Telemetry volumes are growing fast, and many engineering teams are seeing their observability costs grow just as quickly. According to Dimensional Research's The Landscape of Observability in 2026: Balancing Cost and Innovation, “97% of IT leaders have experienced unexpected costs or overages from their observability tools,” and nearly two-thirds say it happens regularly.

The problem isn't simply collecting more data; many legacy observability platforms rely on index-heavy architectures that become increasingly expensive as telemetry volumes increase. What worked when data volumes were smaller is now driving higher infrastructure costs, forcing teams to sample more and retain less to keep bills manageable.

You will learn:

• Why index-heavy tools drive cost inflation at scale
• What cost challenges real organizations encountered as they scaled telemetry
• How modern observability architectures are helping leading organizations retain more data without unexpected cost spikes

• John Troyer, Product Marketing Lead
  
• Scott Beamish, Solutions Architect