When Code Meets Culture: How Gumbo Health Is Rewriting the Rules of Health Tech

At Kulur Group, we've always believed that cultural competence is a competitive advantage. And nothing proves that point more powerfully than what's happening right now at the intersection of health technology and community trust.

Recently, I had the pleasure of sitting down with Peter Musimami, founder and CEO of Gumbo Health, for a Friday Dose of Kulur conversation. If you're a health tech founder, a clinician, or anyone who believes that healthcare should actually work for everyone — this one's for you.

The Problem Nobody Wants to Say Out Loud

Here's a stat that should shake the entire healthcare industry: most patient education materials are written at a 10th grade reading level, while most content on the internet averages a 5th grade level. That gap is more than an inconvenience — it's a barrier to care.

Peter put it plainly: "Traditional healthcare communication often defaults to literal translations for non-English speaking patients and fails even low literacy patients by giving them content written at a 10th grade reading level."

When patients can't understand what their doctors are saying, they can't advocate for themselves. They get labeled "non-compliant" all because the system was never designed with them in mind. Gumbo Health aims to change that.

Peter and his team started with a question that most health tech companies skip entirely: Who is this actually for?

Their answer: the least technically comfortable patient in the room.

That mindset drives every product decision at Gumbo — including their format flexibility approach that delivers care instructions as a text message, a voice recording in plain language, or a short video. Because patients with low literacy may process the same information very differently depending on how it's delivered. This modality translation is a distinction most health tech companies are still missing.

Trust Is the Product

One of the most candid moments in our conversation came when I asked Peter how Gumbo frames its AI as an empowerment resource rather than just another piece of technology. His answer was refreshingly honest:

"The trust deficit is real and stems from decades of harm, exclusion, and systems that were not designed for inclusivity. The starting point for any health AI tool is: you don't deserve trust yet."

That kind of humility is rare in tech. And it's exactly why it works.

Gumbo earns trust through structural commitments. Their AI is never diagnostic, community health workers serve as the first line of support, and every tool is built with patient agency at the center. The goal is a more informed, more confident patient who finally has a voice in their own healthcare journey.

Peter shared a story from a maternal health pilot that captures why cultural context isn't optional.

A group of high-risk expectant mothers had been advised by clinicians to try yoga for exercise. The recommendation seemed straightforward until it wasn't. Several women in the group associated yoga with a different religion, creating a barrier they never voiced directly to their clinician, until Gumbo's community health workers created a safe space for honest feedback.

Once the team reframed the communication around diverse forms of exercise, everything shifted. The women felt heard, the advice became actionable, and Gumbo uncovered a deeper insight about postpartum mental health support in the process.

"It made us light up and say — let's not just speak at patients. Let's communicate and engage with them."

That is cultural competence in action. And it is the difference between a product that gets downloaded and a product that changes lives.