Diagnostic Suite

Deterministic diagnostics for data maturity, root causes, and the path to DRL 7.

This studio has two distinct product areas from one codebase: DMM for root-cause diagnosis and DRL for maturity banding and sponsor-facing readouts.

Deterministic coreOpen-source alphaBranded PDF export

Design stance

Built for trust, not novelty.

Logic

Handbook-grounded, deterministic scoring with explicit blockers and rationale.

Output

Readable reports, stronger charts, and artifacts that hold up in sponsor conversations.

Two product areas

DMM is the fuller root-cause diagnostic. DRL is the lighter maturity-band view.

DMM

DMM Diagnostic

Open area

Diagnose the Ten Root Conditions that block trustworthy people analytics and AI readiness.

Use DMM when you need to find what is actually broken in a workflow, not just label maturity at a distance.

Open DMMFull diagnostic

DRL

DRL Diagnostic

Open area

Estimate the likely Data Readiness Level for a workflow and show the gap to DRL 7.

Use DRL when you need a sharper maturity signal for sponsors, grounded in deterministic evidence rather than a vague quiz.

Open DRLBanding view

DMM

Diagnose what is actually broken before you label maturity.

The DMM surface is the serious workflow tool: Ten Root Conditions, top blockers, DRL interpretation, and an action plan built for real operating friction.

10

root conditions

3

top blockers

30

day action move

DRL

Get the sponsor-facing band without losing the evidence trail.

DRL is the lighter wrapper for “where are we really?” conversations. It still stays grounded in deterministic evidence and explicit gaps to DRL 7.

Likely DRL band
Why not higher
Gap to DRL 7

Explainable scoring

The root-cause profile and DRL band come from deterministic logic you can inspect and challenge.

Private by default

Reports stay in this browser until someone deliberately copies a portable share link or downloads an export.

AI is optional

The assistant can interpret a finished report, but deterministic mode is always available and never leaves the browser.