Score your data stack in ten minutes
Thirty yes or no questions across Data, Analytics and AI. Be honest. The score updates as you answer and the verdict at the bottom tells you what to fix first. No form, no email, and no call unless you ask for one.
Data
Foundations: lineage, quality, cost and control.
0 of 10
- D1
Do you have a single source of truth for revenue?
- D2
Can you trace any number on a dashboard back to its source system in under 10 minutes?
- D3
Do you know which datasets are SOX, GDPR, HIPAA or PCI relevant?
- D4
Is PII masking enforced at source for every PII column?
- D5
Do you have automated lineage from source through your Gold layer?
- D6
Do you have an SLA for dataset freshness, measured weekly?
- D7
Are schema changes detected and flagged within 24 hours of deploy?
- D8
Do data quality checks run on every Gold dataset, with pager-grade alerting on failures?
- D9
Do you know your top 10 most-queried tables and what each one costs you per month?
- D10
Is your data warehouse spend predictable month-to-month within 10%?
Analytics
Whether the numbers actually reach a decision.
0 of 10
- A1
Do you know which dashboards your leaders actually opened last week?
- A2
Can an executive drill from a headline number to the underlying cause in under 60 seconds?
- A3
Do you have variance vs. plan analysis on your top financial KPIs, refreshed monthly or better?
- A4
Is every dashboard owned by a named person who is accountable for its accuracy?
- A5
Have you retired a dashboard in the last quarter?
- A6
Do your dashboards load in under 5 seconds on the median query?
- A7
Can a business user answer a new question without raising a ticket?
- A8
Are your metric definitions written down and agreed across Finance, Sales and Ops?
- A9
Do you review dashboard usage data and act on it?
- A10
Do your dashboards surface AI-written annotations that explain anomalies as they appear?
AI
Whether anything in production can be signed off.
0 of 10
- AI1
Do you have an AI agent currently in production (not a chatbot, an agent that does something)?
- AI2
Can you measure the ROI of any deployed AI feature in dollars (saved, recovered, or avoided)?
- AI3
Do AI signals come with confidence scores and audit trails the user can inspect?
- AI4
Have your AI agents been reviewed and approved by your audit, risk or security team?
- AI5
Do you track adoption of AI recommendations (how many fire vs. how many are acted on)?
- AI6
Can you trace which data sources fed which AI decision, for any decision in the last 90 days?
- AI7
Is there a kill switch and a runbook for every AI agent in production?
- AI8
Do you monitor model drift (input distribution, output quality) weekly or better?
- AI9
Have AI signals translated into measured P&L outcomes (saved or recovered) in the last 90 days?
- AI10
Do you have a formal AI governance policy that has been read by someone other than its author?
Answer the first one and the score starts.
No form, no email, no call unless you ask for one. The verdict appears here as you go.
Straight answers before you start
The questions people ask us before they click into the first section.
Is this a lead magnet?
Yes, and we are not going to pretend otherwise. It is also useful on its own. Take the score, act on it yourself, and we are fine with that.
How long does it really take?
About ten minutes if you answer honestly. Longer if you stop to check whether the answer is really yes, which is itself a finding.
What if we score badly?
Most teams score poorly in one area and fine in the others. That is the useful result. It tells you where the first six weeks of work should go.
We are a growing company, not an enterprise. Is this for us?
It is written for exactly that. Revenue climbing, manual work climbing with it, different teams quoting different numbers, software costs rising without matching value.
Who reads my answers?
Nobody, unless you send yourself the one-pager or bring the score to a call you booked yourself. There is no consultant watching you answer.
What if I want help after seeing the score?
Book the Week 1 audit. Fixed fee, two calls, and a written one-pager covering your estate, your top three decisions and where the friction lives. You keep the one-pager whether you carry on with us or not.