Score your Kafka stack against platform teams.

15 questions. 5 minutes. A benchmark report that tells you where you’re bleeding time, risk, or budget. Plus a 30-min debrief with a human who’s seen hundreds of clusters.

See sample report
On average, users find they’re eligible for:
$500K+
in annual savings
20–40%
infrastructure cost reduction
5,000+
engineering hours / yr reclaimed

$area: developer tooling

When a developer needs a new Kafka topic or schema, what does the process look like?

Unlock the value trapped in your Kafka stack. Specific fixes, ranked by impact.

SAMPLE REPORT

Your Kafka Operations Score

53
/100
REACTIVE

Your team is firefighting. Structure exists but key workflows are manual, enforcement is inconsistent, and most issues are caught after they cause damage. Your weakest area is Governance & Ownership at 22%.

Pillar breakdown
Developer Tooling50% · Needs Attention

Can developers ship without waiting on ops?

Incident Response45% · Needs Attention

Who investigates, and how fast can you recover?

Governance & Ownership22% · Needs Attention

Who owns what, and how is access controlled?

Security & Compliance100% · Strong

How is sensitive data protected end-to-end?

Cost & Infrastructure45% · Needs Attention

Can you attribute Kafka spend to teams?

Things people ask first

What to expect.

Will I get spammed?

No. You get your results. A 30-min debrief with our team is optional.

Confluent / MSK / Redpanda?

All of them. One of the first questions profiles your stack so the cohort is apples-to-apples.

My data?

Anonymized into the benchmark. Identifiable answers stay yours.

Your Kafka Operations Score

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Pillar Breakdown

Each pillar is scored 0–100 based on your answers. Higher scores reflect more mature practices.

Recommendation

Based on your assessment, this is where Conduktor delivers the most impact: