For the data leader handed the AI mandate
Your CEO read about AI agents this weekend. Now it's your Monday.
He wants a chatbot that can answer anything from the company's data. You've seen the data. Before you tell him it's six months out, or pull two people off real work to find out, get a straight answer in fourteen days: what's ready, what's broken, and the order to fix it in.
of leaders say their dashboards don't map to the decisions they actually make. Oracle, The Decision Dilemma
AI Data Readiness Blueprint
What you walk away with
- The Decision Map
- The Divergence Report
- The Readiness Scorecard
- The Written Plan, yours to keep
The data is technically present, operationally useless.
The board stops believing the forecast. The CTO ends up building dashboards at 11 p.m. Everyone's sure their number is right, and Claude disagrees with all of them. We've watched this play out at fast-growing SaaS companies and at private-equity-backed roll-ups, and the pattern never changes.
The blueprint, in three steps
From whose-number-is-right to one source of truth.
Step 01 · The Chefs
We talk to your operators.
The people cooking with the data in finance, sales, and support and the like. That's where the manual work happens and the definitions get fought over until the numbers stop matching. Most data teams skip this step, which is why most of their dashboards die.
Step 02 · The Pantry
We plan a clean, AI-ready data pantry.
Labeled jars, a single source of truth, ingredients you can find in the dark. Same question, same answer, every time, including from the AI agent you bring in next year.
Step 03 · The Plan
We hand you a written plan you own.
What's broken and what to fix first, sequenced through to what you build toward. It stays yours regardless of who you hire next, including no one.
What it's worth
Three things change the week you trust the number.
Decide faster
When the number is trusted, the Monday meeting stops arguing and starts deciding. Fewer metrics, more meaning, curated for the decisions that run the business.
Trust the number
One source of truth, same question, same answer every time, including from the AI agent you bring in next year. The board believes the forecast again.
Stop re-litigating it
No more reconciling three versions of the truth at 11 p.m. The hours your team spends proving whose number is right go back into the work that moves revenue.
What lands on your desk
The Decision Readiness Pack.
Four artifacts on day fourteen. Concrete, written, and yours to keep.
The Decision Map
The 5-10 decisions that run your business, and the one number each one needs, because the decision is the unit of work and that's where we start.
The Divergence Report
Every place the same question returns three different answers today, each traced past the tables to its root cause in process, people, and definitions.
The Readiness Scorecard
Pillar scores across Definitions, Single Source of Truth, Governance, AI Context Layer, and Decision Coverage, each benchmarked against companies like yours.
The Written Plan
What's broken and what to fix first, sequenced and prioritized straight through to what you build toward. Yours to keep and run, with us or without us.
Measurable outcomes
Our customers don't talk about dashboards.
Every number below is a decision that got faster, or a number a team stopped having to defend.
KPI refresh
4 hrs → 30 sec
A per-practice report that used to run for hours every day, now near-instant.
QBR prep
90 min → <15 min
Analyst prep for every quarterly review, cut to minutes.
Internal adoption
+43%
Weekly active users inside the team, climbing on their own since the AI QBR shipped.
"It's a real multiplier for us. The ability to dive in, assess what's going on in the business, and understand where the opportunities for growth and the key profit centers are... that higher-level view was the biggest gap in our organization, and it's not something I anticipated or expected. The feedback so far has been universally positive."
"We have a world-class data organization thanks to this group of people. You guys are the unicorn we have. We're your biggest fans."
Fast-track your path to trusted data
Start small and fast, or go straight to the diagnostic.
Proving value quickly is how you secure buy-in. Every step feeds the next.
The Decision Workshop
A day in the kitchen with your operators, taking your messiest numbers to your three highest-leverage decisions and where they diverge.
See the workshopAI Data Readiness Blueprint
The full diagnostic: one source of truth, an AI-ready data plan, and the Decision Readiness Pack, all yours to keep.
Active Analytics Engagement
We build it, encoding how your business decides into your metrics and your AI's context, all the way to the call.
Talk to usBuilt on the platforms your data already runs on
Who it's for
You'll recognize yourself in at least one of these.
- Fast-growing SaaS companies where the board has stopped believing the forecast
- Private-equity-backed roll-ups stitching together data from acquired entities
- Teams with 200 dashboards that still argue about whose number is right
- Leaders planning to bring in an AI agent and worried it will inherit a mess
After the blueprint
Run it yourself, with your team, or with us.
Run it yourself
Take the written plan and execute with your internal team. It's yours regardless of who you hire next, including no one.
Run it with your team
We sit alongside your data team to sequence the work and unblock the hard parts, while they own delivery.
Run it with us
We build it. The plan becomes the scope of an active-analytics engagement that goes all the way to the decision.
Start here
A 30-minute scoping call, a signed SOW, and we're in week one.
Blueprint FAQ
The questions leaders ask before they sign
Because the value is the diagnosis, and the diagnosis is a known, repeatable piece of work. A fixed fee means no scoping games, no surprise invoices, and a clear deliverable on a clear date. You know exactly what you're getting before you sign.
Shared understanding, better decisions
Stop arguing about whose number is right.
Get the blueprint that makes your data AI-ready and your company aligned on one source of truth.
