How We Think

Most data problems aren’t caused by a lack of tools—they’re caused by tools that weren’t built with a clear purpose.

We approach every engagement by first understanding

• What decisions actually matter

• Who needs to make them

• How data fits into existing workflows

From there, we design data products that prioritize clarity, usability, and longevity. Our goal isn’t to build the most complex solution—it’s to build the right one.

How We Work

We work as an extension of your team.

Rather than delivering a one-off project and walking away, we partner with you to design, build, and continuously improve data products over time. This allows solutions to grow alongside your business—adapting to new questions, new users, and new complexity without starting from scratch.

Our engagements are collaborative, iterative, and grounded in real-world use.

A Long-Term Partnership Model

Many of the data products we build are designed to be maintained and enhanced over time.

Instead of handing off ownership and leaving teams to manage technical complexity alone, we stay involved—providing ongoing maintenance, feature development, and refinement as needs evolve. This long-term approach leads to more resilient systems, better adoption, and higher return on investment.

We see our role as long-term partners, not short-term vendors.

Who We Are

Colibri Data Solutions was founded by practitioners who have spent years building and maintaining data systems inside growing organizations.

We’ve seen firsthand what works—and what doesn’t—when it comes to analytics, reporting, and internal data products. That experience shapes everything we build: practical, thoughtful solutions grounded in real business needs.

We care deeply about quality, clarity, and building things that last.

Brittany Clapp - Co-founder

Brittany brings over a decade of enterprise operations and data transformation experience, specializing in turning complex organizational processes into clear, data-driven systems. She has led large-scale digital transformations across Salesforce, PSA platforms, data migrations, and automated workflows—driving measurable improvements in efficiency and adoption. Her background spans industrial engineering, consulting, and enterprise operations, including delivering multi-million-dollar system implementations affecting tens of thousands of users. Brittany is especially focused on building solutions that balance technical rigor with thoughtful change management and long-term usability.

Colin Willis, Ph.D - Co-founder

Colin is a data scientist and strategist with deep expertise in advanced analytics, statistical modeling, and AI-enabled systems. He holds a Ph.D. in Industrial-Organizational Psychology and has spent more than a decade helping organizations work confidently with complex and sensitive data, including regulated and high-stakes decision environments. Colin has advised executive teams across technology, government, and Fortune 500 organizations, bridging technical complexity and business understanding. He brings a scientific, product-minded approach to building scalable data systems that reduce uncertainty and support better decision-making over time.

Why “Colibri”

The hummingbird—colibrí—is known for precision, agility, and efficiency.

It moves quickly, but never wastefully. Every action has intent.

That idea guides our work. We build data products that are precise, adaptable, and purpose-driven—designed to deliver impact without unnecessary complexity.

Let’s build something that fits.

Initial conversations are exploratory and commitment-free.

If you’re looking for a data partner who values clarity, thoughtful design, and long-term collaboration, we’d love to talk.