Data analytics for Tri-Cities businesses The answers are in your data. Let's find them.
Most businesses already have the numbers. They're spread across a spreadsheet, a CRM, and QuickBooks, and pulling them together takes longer than the meeting they're for.
Dustin Lifford. Thirteen years running analytics and advertising technology for the region's newspapers. About Dustin
Data that informs decisions.
A lot of businesses have more data than they know what to do with. The problem is usually one of three things: the data lives in too many places, it takes too long to pull together, or the reports that exist don't answer the questions that actually matter.
Data and analytics work starts with the question you're trying to answer, not with the tools you already have. From there we design the right infrastructure, whether that's a simple dashboard pulling from a spreadsheet or a pipeline that pulls several systems into one place everyone reads from.
Intelligence analysis is fundamentally a data problem: too much information, too little time, high stakes for being wrong. Dustin spent years learning how to cut through noise and surface what matters. That same discipline drives every analytics engagement: building reports that answer the question instead of adding another chart to scroll past.
Built around the question you're actually asking.
The most common mistake in analytics is building the system before defining what it needs to tell you. We start with the decision, then work backward to the data.
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Decision inventory
We start by asking what decisions you make repeatedly and what information you wish you had when making them. The questions define the reporting requirements, not the other way around.
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Data audit
We look at where your data actually lives, how clean it is, and what it would take to combine it into something useful. Most businesses have better data than they think. It's just scattered.
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Pipeline and dashboard build
We build the plumbing that connects your sources and the interface that makes the output readable. This is almost always simpler than businesses expect once the questions are clear.
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Iteration and training
The first version almost always prompts new questions. We expect that and build time in for iteration. We also walk your team through what they're looking at so they can use it without us.
You're in the right place if...
You make decisions based on gut feel because the data is too hard to get to
Your reporting is built on manual spreadsheets that someone has to update
Every Monday someone pulls the numbers and updates the file. If that person is out, nobody knows where you stand. Your reporting shouldn't depend on one person's Monday morning.
You have data but don't know what it's telling you
The tools are generating data: the CRM has records, the website has traffic numbers. But turning those into something actionable requires more bandwidth than your team has available.
A system that keeps working after we leave.
Analytics infrastructure that updates automatically and gives your team answers without requiring a data analyst on staff.
Data source map
A clear picture of where your data lives, what it contains, and how it connects, including gaps and quality issues worth addressing.
Automated data pipeline
A scheduled process that pulls, cleans, and combines your data sources on a defined cadence, no manual exports required.
Live dashboard
A reporting interface built around the questions that matter to your business, updated automatically and accessible to your team without technical setup.
Alert configuration
Automated notifications when key metrics move outside expected ranges, so you find out when something changes instead of discovering it in next month's report.
Things people ask before they call.
What can you build with the data my business already has?
Tri-Cities AI Lab builds custom dashboards, automated reports, and data pipelines for local businesses. Services include connecting your data sources, cleaning and structuring data, and building visualizations that let you make decisions without digging through spreadsheets.
Do I need a data scientist to get useful analytics for my business?
No. Tri-Cities AI Lab handles the technical work so you get clear, usable reports without needing an in-house data team. Most clients in Kingsport, Johnson City, and Bristol go from raw data to a working dashboard in two to three weeks.
What tools are used to build business dashboards?
Dashboards are built using tools like Metabase, Power BI, Google Looker Studio, or custom web-based solutions depending on your data sources and preferences. The goal is something your team will actually open every morning.
Often paired with
Not sure this is the right service? Find your first step.
The first conversation is always free.
Tell us which numbers someone pulls by hand every week. We'll tell you what it would take to stop.