Environmental Equity Screening
Cities, nonprofits, public health, parks teams
DecisionWhere investment should be reviewed first
OutputPriority maps, ranked sites, ward summaries, and source notes
We help teams turn environmental data into defensible spatial evidence: ranked sites, monitoring dashboards, field-review targets, and briefing-ready maps.
Decision
Which sites, assets, or areas need action?
Evidence
What sources support the finding?
Output
What map, table, or report can the team use?
Discovery screenConfirm the decision, geography, audience, and minimum evidence needed.
Data assemblyPull public layers, client data, imagery, and field records into a usable model.
Spatial analysisJoin, score, compare, and QA the features that drive the decision.
Decision outputDeliver a map, report, dashboard, export, or pilot package with clear limitations.
Decision tracks
The value is not another map layer. The value is a clear answer: what changed, what is exposed, what should be reviewed first, and what evidence supports the next step.
Cities, nonprofits, public health, parks teams
DecisionWhere investment should be reviewed first
OutputPriority maps, ranked sites, ward summaries, and source notes
Land managers, utilities, environmental consultants
DecisionWhat changed, where it changed, and whether it needs action
OutputBefore-after maps, exception lists, and monitoring dashboards
Property teams, planners, insurers, resilience teams
DecisionWhich parcels or project areas need deeper review
OutputRisk flags, evidence tables, mitigation notes, and next checks
Inspection teams, field programs, conservation crews
DecisionWhere field teams should collect, verify, or revisit data
OutputAOI maps, flight/task plans, QA layers, and export-ready data
Data trust
Environmental analytics can become misleading when scores are presented without source notes or limitations. We design outputs with evidence, confidence, and human-review boundaries visible.
Source, date, geography, method, and caveat fields stay close to each result so the map can survive a planning conversation.
Priority areas, selected features, context layers, and uncertainty cues are visually separated instead of competing.
Source categories
Proof routes
These are not abstract service cards. They show map products, evidence panels, public data joins, and reporting patterns that can be adapted into paid pilots.
Public-sector demo
Rank DC playground and park areas where income vulnerability, low canopy, and heat sensitivity overlap.
Energy and asset map
Show renewable energy assets and production context in a hosted map interface.
Parcel risk workflow
Package flood, elevation, evidence, and next-review guidance around a property decision.
Deliverables
We can scope a small, useful output before a larger platform build: one geography, one decision workflow, and a clear delivery artifact.
Sites, parcels, assets, or areas sorted by risk, opportunity, score drivers, and next action.
Layer toggles, filters, popups, selected-feature details, and stakeholder-ready context.
A concise PDF-style artifact with methodology, maps, charts, caveats, and recommendations.
GeoJSON, CSV, shapefile-ready attributes, or schema guidance for agency and consultant workflows.
Project review
Good starting points include a list of sites, a target geography, a recurring monitoring question, a grant or reporting deadline, or a dataset your team needs to turn into a defensible map.
Implementation stack
We choose the stack around the job: browser maps for decision surfaces, spatial databases for reliable data, Python and GIS libraries for analysis, and annotation tools when imagery needs reviewer-ready labels.
QGIS
GIS Software
ESRI ArcGIS
GIS Platform
PostgreSQL
Database
PostGIS
Spatial Database
AWS
Cloud Platform
Google Cloud
Cloud Platform
DuckDB
Analytics Database
OpenAI
AI Platform
Claude AI
AI Assistant
CVAT
Annotation Tool
Python
Programming
React
Frontend
Node.js
Backend
Docker
Containerization
Kubernetes
Orchestration
Azure
Cloud Platform
TensorFlow
Machine Learning
Pandas
Data Analysis
NumPy
Scientific Computing
Jupyter
Data Science
Git
Version Control
Linux
Operating System
Ubuntu
Operating System
Mapbox
Mapping Platform
Leaflet
Web Mapping
Fastapi
API Framework
GeoPandas
Geospatial Analysis
GDAL
Geospatial Library