Vector Scope AI

VECTOR SCOPE AI

Collaborative Map Updates for Agencies & Organizations

Non-technical staff and partners update official geospatial data through simple Esri web apps. We handle validation, versioning, and deliver clean GeoParquet files for analytics and archiving.

The missing lakehouse layer for ArcGIS: collaborative editing on Iceberg and GeoParquet, with containerized GIS—so your Spark/Sedona data lakes work with ArcGIS Online.

VECTOR LEDGER

Agencies get authoritative map data updated by real people, delivered as modern GeoParquet files.

No Esri partner ships Iceberg + wiki editing + GeoParquet for ArcGIS today—we do. Esri community has 100+ votes on Sedona/Iceberg ideas (source: Esri ArcGIS Ideas). Vector Ledger is the bridge between your Spark/Sedona/Iceberg data lakes and collaborative editing in ArcGIS.

Iceberg + GeoParquet for Geospatial Analytics

Vector Ledger stores every approved edit as versioned GeoParquet (and optionally Apache Iceberg) in your data lake, enabling Spark/Sedona/Athena geospatial analytics while ArcGIS remains the editing and publishing environment.

Four parts work together: Ledger Editor (Esri-based editing for staff), Ledger Dashboard (statistics, data viewing, approval and QC), Ledger Lake (versioned GeoParquet storage), and Ledger Grid (Kubernetes running GIS for map production).

Vector Ledger future architecture: ESRI applications (ArcGIS Online, Enterprise, Experience Builder), Ledger Editor, Ledger Dashboard, Ledger Lake (S3 GeoParquet, Iceberg, Glue, Athena/Spark/Sedona), Ledger Grid (Kubernetes), ArcGIS/Map publishing and Analytics

Future architecture: ESRI web apps → Ledger Editor → Ledger Lake (GeoParquet/Iceberg on AWS) → Ledger Dashboard & Ledger Grid → ArcGIS and analytics.

Ledger Editor – web editing interface Ledger Dashboard – statistics, data viewing, approval workflow Ledger Lake – GeoParquet storage

Ledger Editor: Staff & volunteers edit via Esri web apps (no GIS skills needed)

Ledger Dashboard: Statistics, data viewing, quality checks & approval workflows

Ledger Lake: Every change saved as versioned GeoParquet files

Ledger Grid: Kubernetes runs GIS software for map production

Works with your existing ArcGIS Online/Enterprise

No database lock-in, instant analytics compatibility

FROM ESRI EDITS TO GEOPARQUET IN MINUTES

Ledger Editor

Ledger Editor

Staff & partners edit via guided Esri web apps and forms

Ledger Dashboard

Ledger Dashboard

View statistics and data, review changes, run QC, approve updates

Ledger Lake

Ledger Lake

Versioned GeoParquet for analytics, sharing, archiving

BUILT ON ESRI + ICEBERG/GEOPARQUET DATA STANDARDS

ArcGIS Online/Enterprise ArcGIS Online/Enterprise
Experience Builder Experience Builder
GeoParquet GeoParquet
AWS AWS
Kubernetes Kubernetes

Esri web apps meet open-standard GeoParquet and Iceberg. Kubernetes runs GIS for map production. Your data stays portable, scalable, and analytics-ready.

GLOBAL SKI ATLAS

3000+ resorts, live web editing, versioned data.

Same workflow available for agency data (boundaries, infrastructure, program areas). Our first vertical: ski resorts & communities.

Global Ski Atlas Live demo

COMPETITION / WHY US

Who else? CARTO and Wherobots push Iceberg + GeoParquet as data platforms—but not as “Esri + lakehouse collaboration.” Most agencies DIY or have nothing.

Vector Ledger: First Esri-aligned partner doing Iceberg + collaborative editing + GeoParquet for ArcGIS.

Moat: Working product, not just a diagram—Esri sync, approval workflows, deployment support.

WHO WE SERVE

Boundary updates, infrastructure tracking, service areas, program mapping—any authoritative geospatial data your organization maintains.

Local Government
State Agencies
Non-Profits
Utilities
Health Depts
Tourism Offices

ABOUT US

Jonathan Witcoski

Founder & GIS Architect

15+ years federal GIS contracting (CDC, Census, ARNG, DHS). Python ETL, AWS serverless, geospatial automation expert. Building tools that make agencies move faster.

Ready to simplify collaborative map updates?

License $10K–$30K/year + implementation $15K–$40K per deployment. Pilot engagements (free or discounted) available. Send a message below and we’ll get back to you.

© 2026 Vector Scope AI | Applying to Esri Startup Program