Data Dashboard Development
A data dashboard is a visual interface that shows the metrics an organization needs to monitor, updated on a set cadence. Praxia Insights builds dashboards in Power BI, Tableau, and Looker Studio, inside CRM and operational systems like Salesforce and HubSpot, and in Excel and Google Sheets, starting from the decisions your team needs to make.
Most dashboards fail the same way. Someone connects every available data source, adds every chart the tool can produce, and releases something nobody opens twice.
A dashboard is useful only when it answers a question someone actually asks on a regular basis. That means the work starts with the decisions your team makes every week.
We build dashboards around what your team needs to know and act on, connect them to the sources that feed them, and set them up so they keep working after we're gone.
Discuss your dashboard project
When You Need a Dashboard
Recurring reporting: someone rebuilds the same report every month by hand, and it takes days each time.
Board or funder reporting: stakeholders need consistent metrics on a regular schedule, in a form they can read.
Program monitoring: a program is running and you need to see whether it's tracking to plan while there's still time to adjust.
Scattered data: the numbers exist across several systems and nobody has a single view.
Ongoing research: a study is fielding and the team needs to watch results as they come in while there's still time to adjust.
A dashboard is the wrong answer when the question is asked once. A one-time analysis delivered as a report is faster, cheaper, and usually clearer.
What’s Included:
We start by establishing what decisions the dashboard supports and which metrics genuinely inform them. This step is where most dashboard projects are won or lost, and it's the one most often skipped.
1. Metric definition
2. Data source connection
Connecting the systems that feed the dashboard, including survey platforms, CRMs, spreadsheets, analytics tools, and program databases.
3. Data cleaning and structuring
Preparing the underlying data so the dashboard reports what you think it reports. Inconsistent categories and duplicate records are the most common cause of a dashboard nobody trusts.
4. Dashboard build
Development in whichever platform fits, whether that's Power BI, Tableau, Looker Studio, your CRM, or a structured Excel or Google Sheets report. Designed for the people who will actually read it and act on it.
5. Documentation and handoff
Written documentation of what each metric means, how it's calculated, and where the data comes from, so the dashboard survives staff turnover.
6. Training
A working session with your team so they can read, filter, and maintain the dashboard themselves.
Types of Dashboards We Build
Most requests fall into one of these, and many organizations end up with two or three built from the same underlying data:
KPI dashboards: the handful of numbers leadership checks weekly, in one at-a-glance view.
Sales and revenue dashboards: pipeline, conversion, revenue against target, and performance by rep, product, or region.
Marketing and funnel dashboards: traffic, lead sources, conversion rates, campaign performance, and cost per acquisition.
Program and enrollment dashboards: participation, enrollment against goal, attendance, and completion by site or cohort.
Research and evaluation dashboards: outcome measures over time, results by cohort or site, and live monitoring while a study is fielding.
Board and funder reporting dashboards: the metrics stakeholders expect on a regular schedule, formatted for people who don't work in your data every day.
Operations dashboards: capacity, utilization, caseload, scheduling, and service delivery metrics.
Executive rollups: performance across divisions or business units in a single organization-wide view.
Platforms and Systems We Build In
We build wherever your data already lives and wherever your team will actually look:
Power BI: strong fit for organizations running on Microsoft, with deep integration across the stack.
Tableau: handles complex, multi-source data well and worth using if you already license it.
Looker Studio: lower-cost option that connects cleanly to Google data sources and to platforms like Salesforce.
CRM and operational systems: dashboards and custom reports built inside Salesforce, HubSpot, and industry-specific platforms your team already works in daily.
Excel and Google Sheets: dashboards, pivot structures, and reporting tables for teams who want the numbers where they already work, with no new tool to learn.
Custom reporting: purpose-built reports where an existing platform doesn't fit what you need.
Building inside a system your team already opens every day usually beats a separate dashboard they have to remember to check.
Weekly KPI dashboard for an in-home care agency
Built an at-a-glance KPI dashboard inside AlayaCare so an in-home care agency could track its key operational metrics on a weekly cadence, in the system the team already used daily.
Organization-wide reporting across divisions
Built Looker Studio dashboards integrated with Salesforce to track sales, program, enrollment, and revenue goals across every division of the organization, giving leadership a single view and each division its own.
Project Examples
A NIH-funded study examining neuropsychological predictors of adaptation after trauma.
A five-year randomized control trial (RCT), funded by the U.S. Department of Ed, to study individualized math instruction.
Led a national survey study in partnership with Berklee BEATL & Adobe to study AI use in the music industry.
How We Work
1. Initial consultation and plan
We meet to discuss your specific needs and confirm this is the right approach for the decision you're facing.
2. Project scoping and budget
You receive a custom scope of work with tasks, due dates, and budget before any work begins. Fixed scope, no hourly surprises.
3. Project execution
You receive updates on progress throughout, including recruitment status and fielding milestones.
4. A true partnership approach
We share insights with you as they come up throughout the project, so your team can start acting on what we learn long before the final report is finished.
5. Project completion
We deliver final insights in the format your team will actually use, whether that's a written report, an executive presentation, or a working session.
Frequently Asked Questions
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It usually depends on what you already run. Power BI is the natural choice for Microsoft organizations, Looker Studio if your data lives in Google tools, and Tableau if you already license it or your data is genuinely complex. Often the better answer is no new platform at all: a dashboard built inside your CRM, or in Excel or Google Sheets, gets opened more often because your team is already there. We recommend based on your stack and your team's capacity to maintain it.
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Most run three to six weeks. Metric definition and data cleaning take longer than the build itself, which surprises people. If your data is spread across systems with inconsistent structures, the preparation work dominates the timeline.
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Cost depends on the number of data sources, the state of the underlying data, dashboard complexity, and whether ongoing maintenance is included. We provide a fixed-scope quote after an initial consultation. Platform licensing is separate and paid directly by you.
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Yes, and it's usually necessary. Inconsistent categories, duplicate records, and mismatched identifiers across systems are the most common reason a dashboard reports numbers nobody trusts. We handle the preparation as part of the build.
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That's the intent. We document what every metric means and how it's calculated, and run a training session with your team. A dashboard only one person understands stops being used the moment that person leaves.
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Yes. Program evaluation and ongoing research generate exactly the kind of recurring data a dashboard handles well, including participation metrics, outcome measures over time, and results by site or cohort.
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Yes. We build dashboards and custom reports inside Salesforce, HubSpot, and industry-specific operational platforms, so the reporting lives in the system your team already opens every day. We also connect survey platforms such as Qualtrics and SurveyMonkey so research results update as responses arrive.
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That depends on the source and the decision. Some connections refresh live, others on a daily or weekly schedule. We set the cadence to match how often the underlying data actually changes, since refreshing hourly data that updates monthly serves nobody.
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Yes, as an optional arrangement. Some clients want us to maintain and extend the dashboard over time; others take it in-house after handoff. Both work, and we'll build accordingly.
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That's a normal starting point and it's part of the work. We begin from the decisions your team makes and works backward to the metrics that inform them, which produces a shorter and more useful list than starting from the available data.
Our Experience
More than 60 studies designed, including case study, quasi-experimental, RCT, and mixed-method designs
More than 100 focus groups and in-depth interviews conducted
More than $4 million in grant-funded research managed
Clients spanning Fortune 500 companies, startups, nonprofits, universities, and federally funded programs
Our researchers hold doctorates in educational neuroscience, psychology, and related fields
Ready to stop rebuilding the same report?
Tell us what your team needs to monitor and where the data lives. We'll advise on platform, scope, and what it would take to build.