Custom web maps, GeoAI proof tools, GIS automation, field data systems, and annotation workflows for teams that need location data to become a decision, report, dashboard, or working product.
Human-reviewed data
Annotation, QA, and GIS-ready delivery
DC-based GIS team
Built for business, government, and infrastructure use
Proof-first demos
Live examples before a large custom commitment
What we build
GIS / Geospatial native data annotation and feature extraction for mapping companies, mobile-mapping primes, and infrastructure teams.
Interactive maps, dashboards, routing tools, and public-facing location products built around the workflow your team actually uses.
Turn imagery, places, Census context, and activity signals into interactive tools that answer where to invest, inspect, expand, or intervene.
Replace manual geoprocessing and spreadsheet handoffs with repeatable scripts, data pipelines, and operational GIS workflows.
Package site, territory, permit, risk, or market signals into decision-ready reports for brokers, operators, and project teams.
Interactive demos
Explore the maps, evidence panels, source notes, and export paths your team can review before approving a project.
Featured demoSpatial Need AnalyzerFind where services are missing using population, proximity, and amenity coverage.Explore demo
Foot Traffic Site ReportAddress-based trade-area readout for retail site selection.Buyer: Retail, franchise, CRE, investorsEvidence: Foursquare popularity, Overture Places, 400m and 800m lensesOpen
NAIP AI Imagery ChatAsk plain-English questions of aerial, drone, or satellite imagery.Buyer: Imagery analysts, inspection teams, emergency responseEvidence: Vision-language answers, visible evidence, export-ready notesOpen
GIS-Native AnnotationReview source imagery, QA decisions, and map-linked output records.Buyer: Mapping companies, mobile-mapping primes, infrastructure teamsEvidence: Street-level imagery, asset records, reviewer decisions, GIS exportOpen
PermitOps Route IntelligenceRoute screening for oversize and overweight transport decisions.Buyer: Logistics, permitting, infrastructureEvidence: FHWA/NBI bridge records, explicit not-connected states, map reviewOpenDelivery model
Every engagement is shaped around a concrete deliverable: report, dashboard, map, pipeline, field app, export table, or repeatable QA workflow.
A route, address list, imagery folder, field form, asset layer, or manual GIS workflow.
We turn the data into a map, report, dashboard, extraction queue, or repeatable automation.
Outputs include source notes, QA boundaries, exportable data, and the next decision to make.
You get the workflow, files, documentation, and follow-up support needed to use it in operations.
Buyer fit
If the current process lives in GIS desktops, spreadsheets, screenshots, email, or manual review, the landing point should be a cleaner workflow your team can reuse.
Trade-area screens, parcel context, foot-traffic reports, comparison views
Asset inventories, route constraints, field collection, mobile-mapping extraction
Remote sensing, land constraints, monitoring dashboards, compliance maps
GIS-native annotation, QA workflows, training-data preparation, schema delivery
Discover how our services can boost your ROI and drive growth for your organization. Tell us how we can help and we'll create a custom strategy just for you.
We'll analyze your current spatial data assets and identify untapped opportunities for growth.
Request a personalized quote and implementation plan tailored to your business goals and technical requirements.
Detailed analysis showing expected returns on your GIS investment within the first year.
Strategy session
In 30 minutes, we will look at your location data, identify the first useful decision surface, and outline the smallest project that can prove value.
A quick read on where your spatial data can become a usable map, report, or workflow.
The first practical build path: prototype, dashboard, field system, or automation.
A plain-language estimate of what the GIS work should save, unlock, or de-risk.
Best fit: teams with an address list, imagery folder, asset layer, field workflow, permit problem, territory question, or manual GIS task that needs to become a repeatable output.
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
