Your tools work.
Your orchestration doesn't.
Most experimentation programs fail not because of bad tools, but because variant assignments don't propagate, identity resolution has gaps, and winner promotions take weeks of manual work. This assessment measures what no one else does: the infrastructure between your tools.
How it works
Select the tools you use, your industry, and rate your current capabilities across orchestration domains.
Receive a multi-dimensional profile with maturity scores, coverage rates, and visibility gap analysis.
Benchmark against organizations of similar size and industry to identify where you lead and where to invest.
The problem nobody benchmarks
Experimentation maturity models grade your testing tool. But the growth engineer knows where things actually break:
“Variant assigned in the testing tool, but the CRM still shows control”
Cross-System Variant Assignment“Same user is two different people across your CDP and analytics”
Identity Resolution Alignment“Experiment won 3 weeks ago — winner still hasn't been promoted”
Winner Promotion Workflows“Real-time guardrails say everything's fine, but batch analysis reveals data quality issues”
Pipeline Balance & Data QualityIf these sound familiar, this assessment was built for you.
What the assessment covers
16 core questions + conditional modules based on your stack and industry
Business alignment, KPIs, governance, stakeholder buy-in
Stats methods, concurrent tests, feature flags, ethics
Variant sync, identity resolution, traceability, promotion
Event quality, pipelines, warehouse strategy, validation
Multi-dimensional scoring
We don't just score maturity — we measure what you can't see yet. “Unsure” responses are diagnostic signal, not missing data.
Maturity Score
3.4 / 5.0
How capable is your orchestration layer today?
Coverage Rate
60%
What percentage of your infrastructure can you actually assess?
Visibility Gap
40% unsure
Where do blind spots indicate organizational maturity issues?
Example insight: “Your Integration & Orchestration maturity is 3.4/5.0 based on areas you could assess. However, you answered ‘Unsure’ to 40% of questions in this area — suggesting limited visibility into cross-system coordination. Top-quartile organizations average 4.2/5.0 with 85% coverage.”
Built for the person in the middle
You orchestrate the tooling. This assessment finally measures the work that's invisible to everyone else — the integrations, the data plumbing, the cross-system consistency.
Your scope is often limited to the testing tool. Use this to make the case for broader orchestration ownership and identify where experiments break outside your platform.
Benchmark your program against industry peers across dimensions that matter more than test velocity: data quality, identity resolution, integration maturity.
Understand where your experimentation infrastructure has structural gaps, not just process gaps. See what your team can't see from inside the testing tool.
Common questions
Stop guessing where
experiments break down
25 minutes to map your experimentation infrastructure gaps, benchmark against peers, and get actionable tooling recommendations.
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