Tell us what's going on.
Get a severity-rated risk report back.
3 steps · cost traps, reliability gaps, scale limits & anti-patterns.
Describe what prompted this audit — cost spike, scaling concerns, a recent incident, upcoming migration, or just "we've never reviewed it." The more context you give, the more specific the findings.
Pre-filled for the beta — just continue.
Pick the tool you use at each layer. Skip layers you don't run — select "None".
Anything not in the list above — observability tools, custom pipelines, legacy systems, recent migrations.
Volume and team size shape which risks are theoretical vs. real for you right now.
Encore is a data platform consulting practice — audit what you run, or build production-ready on AWS and Snowflake from scratch.
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