+BRISEFor Gemic
Ethnography Listens to People.
GHz + BRISE Listen to Territories.
The Latent Layer: a new stratum of context for qualitative research.
+BRISEThe Latent Layer: a new stratum of context for qualitative research.
Over the past years, GHz has been Gemic's fieldwork partner in Brazil and Mexico. We've delivered ethnographic immersions, qualitative studies, and cultural insights for Gemic's global research projects.
We want to share that we are developing a new capability that, we believe, can expand the scope of qualitative research without changing what is already done today.
Active partnership
Brazil · Mexico
Ethnographic immersions
Qualitative studies
Cultural insights
Qualitative research listens to what people feel. Environmental monitoring reveals what the territory is doing. These two worlds have barely been connected.
When a participant in São Paulo says "I'm worried about water scarcity," we record that as a feeling. We don't know whether the reservoir supplying the city dropped last month or remained stable. We don't know whether air quality in the area has been worsening for several weeks. We don't know whether the heat wave they mention is statistically anomalous or within the seasonal average.
That space between lived experience and environmental reality is where some of the most interesting insights hide. We call it the Latent Layer: context that was always present, but rarely measurable.
This gap is not only methodological, it also represents a risk to research outcomes and ROI. Research firms price the cost of fieldwork, but not the cost of contextual biases: when a study recommendation turns out to be suboptimal because the physical environment of the territory was not considered. The Latent Layer is where that risk silently lives.
GHz has established a partnership with BRISE, a Brazilian environmental intelligence startup that builds and operates microlocal sensor networks, integrates satellite imagery and public APIs, and delivers continuous environmental monitoring with prescriptive intelligence.
BRISE is not a data vendor. It is a research infrastructure with its own field-deployed hardware, proprietary environmental intelligence infrastructure, and analytical capacity to translate environmental signals into usable context for qualitative research.
Nothing here replaces qualitative research. It simply adds another layer of context.
Public climate data from the previous 4–8 weeks predicts outbreaks with 73.5% accuracy.
Neural networks applied to Sentinel-2 and Landsat imagery — finalist for the global Tech4Positive Futures prize.
Continuous monitoring of formaldehyde, benzene, VOCs, CO₂, and PM2.5 in corporate environments.
Groundwater tracking in Serra do Japi, helping assess the long-term sustainability of water extraction in a protected area.
Starting points for conversation: how can the GHz + BRISE Latent Layer add value to Gemic's pitches?
How extreme weather events affect audiovisual content consumption and what streaming platforms don't know about it.
When a streaming platform commissions Gemic to understand engagement patterns in specific markets, the study combines cultural analysis with local qualitative research. What the study does not capture is what happens outside the screen at the moment of consumption: the territory's environmental conditions.
Heat waves, water shortages, droughts, and wildfire tend to confine people (or expel them from homes) and potentially shift content consumption: the type of content, session duration, sociability, and the affective memory of what was watched. As the frequency of these events increases worldwide, understanding this gap could generate a strategic edge for the client.
Nothing changes for the participant. They answer the same questions, tell the same stories. What changes is the analytical scope expanding to include the ecological surroundings.
How environmental conditions define content consumption on social media platforms during climate crises, and what this reveals about platforms' role as crisis infrastructure.
If a flood hits a city, social platforms stop being entertainment and become crisis infrastructure. Users hacked this use into existence. Nobody designed it.
As extreme climate events become more frequent, emergency use becomes more critical. The strategic question is not just "how do people use social media during crises?" but: how do we want to be perceived when the world around us is literally flooding or drying out?
How environmental exposure shapes the adoption (or abandonment) of treatments in infectious diseases and/or climate-related chronic conditions.
The connection between environmental conditions and infectious and/or chronic diseases is well-documented in epidemiology. BRISE's predictive model demonstrates that climate conditions 4–8 weeks prior predict dengue outbreaks with over 70% accuracy. Currently, this relationship is not incorporated into patient journey studies that guide pharmaceutical strategies.
The opportunity is twofold: pharma companies still lack a clear understanding of how environmental exposure shapes disease risk perception and how climate-influenced chronic diseases are experienced across different environmental profiles.
A patient in a territory with PM2.5 levels three times above the safe limit for six months may not realize the extent to which environmental exposure contributes to their condition. The contradiction between the environmental data and the qualitative account is a valuable insight that conventional research cannot capture.
A distinctive feature of this approach is what we call Productive Contradictions.
The distance between what a participant reports and what the territory records is not noise: they are often the signal. When a patient attributes their treatment adherence to "finally feeling safe" and the data shows the adherence peak coincides with a week of critical air quality — the contradiction reveals hypotheses that other methodologies lack the capacity to see. This is not an analytical artifact; it is an explicit deliverable.
| Project | Segment | Core resource | Timeline |
|---|---|---|---|
| Screen and Heat | Streaming | Extreme climate event timeline | 3–5 months |
| The Environment Is the Message | Social Media | Environmental timeline with geospatial precision | 4–6 months |
| Hidden Risks | Pharma | Dengue predictive model + vector profile | 5–7 months |
GHz has developed, by investing in BRISE, a capability offered by no other fieldwork provider: the ability to understand territories with the same depth with which we listen to people.
We are not just adding data. We are adding context. And in doing so, helping reduce a methodological risk that the research market and its clients have not yet learned to price.
The next step is to explore where this layer creates the most value — and where it reveals questions we didn't know to ask.