Practice 04 - Data Science
Know your numbers without waiting on a report
We pull your data out of the spreadsheets and silos, clean it up, and put it in dashboards you actually read. Then we run them, so the numbers stay right.
Data Science here means practical business intelligence, not academic theory. We take the numbers scattered across your CRM, accounting, payroll, and spreadsheets, clean them up, and turn them into executive dashboards and reporting you can trust. The point is simple: give leaders one clear view of how the business is doing, and an honest read on what the data actually says, so you make decisions on facts instead of gut and guesswork.
The problem we solve
Your numbers live in ten places and agree on nothing
Most leaders are flying on stale exports and reports that take a week to pull. Here is where it breaks down.
You wait days for a number you should see in seconds
Someone has to stop their week, pull exports, stitch spreadsheets together, and email you a report that is already old. By the time you see it, the moment to act has passed. You should be able to glance at a screen and know.
Two reports, two different answers
Sales says one revenue number, finance says another, and nobody trusts either one. The data lives in disconnected systems that were never reconciled. You end up arguing about whose number is right instead of running the business.
Dashboards that look great and mean nothing
Plenty of vendors will sell you a wall of charts that nobody uses. Pretty is not the same as useful. We build a small set of numbers that actually drive decisions, and we tell you the truth about what they say, even when it is not what you hoped.
What we build
From scattered data to decisions you can trust
We start with the handful of numbers you need to run the business, get those right, and grow from there. Every piece is something you can see working.
Executive dashboards & BI
One clear screen with the numbers that run your business, updated on its own instead of pulled by hand. We build the BI dashboards and executive reporting your leadership team checks every morning, in plain language, not jargon.
Data warehousing & pipelines
We connect your CRM, accounting, and other tools into one clean data warehouse so every report draws from the same source. No more dueling spreadsheets, no more copy and paste between systems.
Predictive models & forecasting
Once your numbers are clean, we build predictive analytics that point at what is likely coming, like where revenue, cash, or demand is heading. We are honest about how sure the forecast is, so you weigh it the right way.
Reporting automation
The weekly and monthly reports your team builds by hand get built once and then run themselves. Board decks, sales recaps, and finance summaries show up on schedule, accurate and on time, without a person stitching them together.
Data cleanup & analytics
Messy, duplicated, half-filled data gets cleaned up so the analysis underneath your reports is sound. Then we dig into the data analytics that answer the real questions, not just count what is easy to count.
What this delivers
One trusted view of the business that finance, sales, and ops all read from the same way
Answers in seconds on a screen instead of waiting days for someone to pull a report
Reports that build and send themselves, freeing your team from manual spreadsheet work
An early read on where revenue, cash, and demand are heading, with an honest take on confidence
Decisions made on facts you can trust instead of gut feel and stale exports
A straight answer about what your numbers actually say, even when it is not the answer you wanted
How We Deliver
Built and run by operators
We run the same C.O.R.E. method on every build: Capture the numbers that actually run your business, Orchestrate the dashboards and data pipelines that surface them, Run it in production where we keep the data clean and the reports right, and Expand once it is proven. We are operators who have run companies, so we build it and then we run it. We do not hand you a dashboard and disappear when it breaks.
See our full processCommon questions about Data Science
Our data is a mess. Can you still help?
Yes. That is the normal starting point, not a problem. Almost every business we work with has duplicated records, half-filled fields, and numbers spread across tools that do not talk to each other. Cleaning that up and connecting it is the first part of the job, not a reason to wait until you have tidied it yourself.
Is this just dashboards, or real analysis?
Both. Dashboards are how you see the numbers day to day, and we are genuinely good at building them. But behind them is the real work: reconciling your sources, cleaning the data, and digging into what it actually says. We answer the hard questions, we do not just put charts on a screen.
What does it cost and how long does it take?
It depends on how scattered your data is and how many numbers you need. We do not sell a giant platform you pay for whether you use it or not. We start with the smallest dashboard that earns its keep, price it clearly up front, and you decide whether to expand. First useful results come in weeks, not quarters, because we start small on purpose.
Do we need to hire a data team for this?
No. That is the point of working with us. We are the team. We build your dashboards and data warehouse and then we run them, so you get the value of a data function without carrying the headcount. If you do have someone in-house, we work alongside them and leave things clean enough to hand off.
How is this different from the reports our accountant gives us?
Your accountant looks backward at the books, which matters, but it is a slice of the picture. We pull sales, marketing, operations, and finance into one live view so you see the whole business, not just last month's ledger. And we update it on its own, instead of you waiting on a report each period.
Do you actually predict, or just report what already happened?
Both, in that order. We get your reporting solid first, because a forecast built on messy data is just a confident guess. Once the numbers are clean, we build predictive analytics that point at where revenue, cash, and demand are likely heading. We always tell you how confident the model is so you can weigh it honestly.
Will you tell me the truth if the numbers look bad?
Yes, every time. We are operators, not a vendor trying to keep you happy to renew a license. If the data says a product is losing money or a channel is not working, you will hear it plainly. The whole value of this is trusting what is on the screen, and you cannot trust numbers from someone who only tells you good news.
Can you use the tools we already pay for?
Usually, yes. We work in Power BI, Looker, Domo, Databox, Metabase, Snowflake, BigQuery, and more, and we will use what you already have when it fits. We only recommend something new when your current tools genuinely cannot do the job, and we tell you why in plain terms.
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Book a 30-minute call. We will show you the handful of numbers worth watching and how we would surface them.
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