How Daily captured $250K+ in infrastructure savings — without changing how they deploy.
The challenge
Real-time video infrastructure is compute-intensive and highly variable by design. Daily's fleet scales with live session demand — making traditional RI management complex and risky for a product team without dedicated FinOps resources.
Purchasing commitments manually would have required constant monitoring to avoid over-commitment during slow periods and under-coverage during peak load.
"Our infrastructure spend was growing fast. Managed commitments gave us a way to claw back savings without taking our eyes off the product."Matt — Cloud Infrastructure, Daily
The outcome
With a managed commitment programme, Daily saved over $250K by letting a third party optimise their coverage in real time. Commitments were purchased, tracked, and adjusted without Daily's engineering team carrying the overhead.
The savings freed up budget that went directly back into product and infrastructure investment.
Savings figures reflect managed cloud commitment outcomes from a third-party provider. Automatum assists ISVs in listing on and transacting through cloud marketplaces; this result is presented as category proof of what managed commitment programmes can deliver.
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