Relevant records live across different sources and stages.
Project information, infrastructure context, permitting records and civic-process evidence needed to be organized into a single research experience.
RAVEN MIND STUDIOS / PORTFOLIO
Civic intelligence + public-interest research
Automation + Intelligence + Interface Systems
Compute Equity Atlas / Portfolio Case Study
Turning complex data-center development signals into a public-interest research system.
Compute Equity Atlas is a civic intelligence and infrastructure-tracking dashboard designed to help residents, journalists, researchers, public officials, developers and infrastructure stakeholders investigate data-center activity with a clearer factual foundation. Raven Mind Studios organized national mapping, state exploration, project inventories, source-backed evidence and civic-process context into one evidence-aware public experience.
Experience type
Civic Intelligence Dashboard
Research model
Source-Backed Evidence
Information design
Confidence Made Visible
The information challenge
Infrastructure development can generate plenty of records without giving the public a clear picture.
Data-center projects can involve project announcements, permits, utility infrastructure, local planning records, changing project names and varying levels of location precision. The interface needed to organize those signals without pretending that every record carried the same level of certainty.
Not every location or project record is equally precise.
The system needed to distinguish verified evidence, research candidates, coordinate precision, historical observations and unresolved information gaps.
Research only helps if people can navigate it.
The experience had to make complex infrastructure evidence useful to residents, journalists, researchers, officials and other stakeholders without requiring specialist training.
National activity map
The national view gives users a geographic starting point instead of a wall of records.
The primary dashboard visual combines nationwide project activity with state and status controls so users can move from broad context into more focused research.
Actual supplied project asset / National map dashboard
Interactive national context
Start with place, status and visible activity.
The national experience was designed to help a visitor orient quickly: where activity is being tracked, which states are relevant and how project status changes the picture.
National data-center activity mapping
State and project-status controls
Geographic exploration before record detail
Data-forward civic information design
50-state research explorer
The state explorer turns a national issue into a research path people can actually follow.
The state-level experience helps users move beyond individual map points into coverage, evidence and research context for specific jurisdictions.
Actual supplied project asset / State explorer
Coverage and evidence context
State research becomes visible as a system, not a hidden backend process.
The explorer exposes coverage and evidence metrics so users can understand where research is deeper, where records are still developing and where additional verification may be needed.
50-state research exploration
Coverage and evidence metrics
Visible research depth by jurisdiction
Clearer path from overview to supporting evidence
Evidence depth
A detailed state view shows how map context can lead into project and source-level research.
The Texas evidence dashboard demonstrates the deeper research layer of the system: project records, evidence context and source-aware information presented together rather than as isolated links.
Actual supplied project asset / Texas evidence dashboard
Project and evidence detail
Map points are only the beginning of the research experience.
The deeper dashboard layer helps users move from location awareness into project inventories, source references, permitting and infrastructure context, historical observations and visible evidence gaps.
Source-linked evidence records
Project inventories and local context
Permitting and infrastructure evidence
Historic observations and changing records
Visible unresolved research gaps
Evidence-aware information design
The product treats uncertainty as information instead of hiding it.
The research model was designed so visitors can see the difference between stronger evidence and material still under investigation. That distinction is central to the usefulness of the platform.
Verified Records
Higher-confidence material can be distinguished from records still undergoing research or reconciliation.
Location Precision
Coordinate precision and map confidence can be communicated rather than implying every marker represents an exact site boundary.
Changing Records
Historical observations and evolving project information can remain visible as part of the research trail.
Research Gaps
Open questions and incomplete evidence can remain visible instead of being silently converted into certainty.
Public-interest research model
The interface supports investigation without pre-judging what the answer should be.
Compute Equity Atlas was designed within a broader civic-education mission focused on balanced, evidence-led questions about data-center benefits, infrastructure demands, community impacts and public participation.
Make the evidence understandable before asking people to form conclusions.
The platform combines calm editorial design, cartographic context and visible research hierarchy so users can investigate local facts without being pushed toward a predetermined outcome.
Sources stay connected to the claim.
Project and civic-process records are designed to lead users toward supporting evidence rather than detached assertions.
Confidence is communicated.
Research candidates, coordinate precision and unresolved records can be differentiated from stronger evidence.
Complexity remains navigable.
National mapping, state exploration and detailed evidence views create a progressive path through the research.
Continue exploring Raven Mind Studios
Related capabilities for organizations that need research, data and interface design working together.
These paths move visitors from the portfolio case into relevant Raven Mind Studios service and contact pages.
Turn difficult evidence into a usable public experience
Have complex research, geographic data or public-interest information that needs a clearer interface?
Raven Mind Studios designs research systems, dashboards and evidence-aware interfaces that help people move from scattered records to understandable context.