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Coming soon product

See where you stand.

Automated assessments that compare your data capabilities to similar companies—so you know where to invest next, not just what tools you already bought.

Preview

Sample gap view

Each row is your bar plus a peer whisker on the same 0–100 scale. Live scoring will use your real inputs and cohort.

Foundation

Infrastructure, analytics & governance

These three set the floor: what you can run reliably, how decisions get modeled, and whether data is trusted before you push self-service or ML harder.

Static demo — not live scoring.

Data infrastructure · Analytics capability · Data governance

Data Infrastructure
Peer ahead You 52 Peer 71
You
52
Peer
71
Analytics Capability
Peer ahead You 48 Peer 68
You
48
Peer
68
Data Governance
Peer ahead You 41 Peer 74
You
41
Peer
74

Static demo — not live scoring.

Self-service BI · Data engineering · ML / AI readiness

Open note on benchmark diligence for Self-Service BI
Self-Service BI
You lead You 72 Peer 62
You
72
Peer
62
Cohort diligence
Data Engineering
Peer ahead You 46 Peer 70
You
46
Peer
70
ML/AI Readiness
Peer ahead You 38 Peer 59
You
38
Peer
59
Execution

Delivery and advanced workloads

Self-service, engineering throughput, and ML readiness show where the roadmap meets production. The whisker stays the peer anchor so you can see wins—like self-service BI here—without squinting at two unrelated charts.

Workflow

How it works

Three steps from survey to a roadmap you can hand to leadership.

01

Quick survey

~10 min · ~20 questions

Hover

Quick survey

Structured prompts about stack, governance, self-service, and delivery habits. Save and resume so the team does not have to finish in one sitting.

02

Peer comparison

Same size · same industry cohort

Hover

Peer comparison

Responses map to a cohort model so “peer” is comparable revenue, region, and tooling—not a global average that hides the real gap.

03

Recommendations

Prioritized roadmap

Hover

Recommendations

Outputs read like an exec brief: where you trail, where you lead, and a sequenced list of fixes with rough impact vs effort.

Same flip interaction as the homepage—hover or focus a card (tap on touch). Pure CSS, no script.

Pricing

Choose your depth

Start with a free teaser, then unlock the full assessment when we launch.

Coming soon

Teaser report

Free

High-level scores across six dimensions. Good for a first self-check.

  • Overall maturity score
  • Peer percentile ranking
  • Top three improvement areas
Join waitlist
Gap Reports

Benchmark without the bake-off

Want early access or a custom maturity rubric for your industry? We will wire the waitlist to your team first.