Production GeoAI & Spatial Systems Live|

Production GeoAI & Spatial Intelligence Systems

Infryne TechWorks engineers production-grade GeoAI and spatial intelligence systems—from satellite imagery and spatial data infrastructure to custom AI models, Web GIS, APIs, and operational applications. We bridge the divide between GIS and scalable software engineering. Location is the variable your competitors are missing.

We take on a limited number of enterprise software & GeoAI engagements per quarter
CORE STACK TIERSProduction-Ready
01
Web GIS & GPU Viewports60 FPS WebGL

Deck.gl, MapLibre, dynamic PMTiles & MVT vector tile streaming.

02
PostGIS & Spatial Database< 15ms Spatial Benchmark

High-concurrency spatial SQL, GiST/BRIN indexes & H3 discrete grids.

03
GeoAI & Satellite IngestionAutomated EO

Sentinel-2, Landsat, SAR, and spatial ML with zero data leakage.

Open Architecture · No Esri Lock-InInfryne TechWorks
25+Production Deployments
100%Client IP Ownership
30+Technologies in Stack
24hResponse SLA

Your data pipeline is running. Your dashboards are live.
But your decisions are still missing the map.

Traditional data analytics tells you what happened. Geospatial intelligence tells you where — and that context changes everything. Infryne TechWorks builds the systems that bring both together.

GEO-AI

// Traditional GIS & Generic Software Shops

Siloed desktop GIS workflows, static PDF maps, or generic software apps built without spatial science. Heavy proprietary licensing lock-in and models blind to spatial dependence.

  • // Expensive proprietary seat licensing lock-in
  • // Isolated GIS maps disconnected from production AI
  • // Static satellite studies without automated pipelines
  • // ML models vulnerable to spatial data leakage
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Production GeoAI

// Infryne TechWorks

The GeoAI engineering firm turning spatial data into production intelligence systems. We unify satellite data, PostGIS infrastructure, AI models, and 60 FPS Web GIS into one sovereign architecture.

  • // Production GeoAI & continuous Spatial MLOps
  • // 100% sovereign IP ownership & zero license lock-in
  • // Automated satellite-to-decision event pipelines
  • // Hardware-accelerated 60 FPS Web GIS interfaces

End-to-End Capabilities.
Zero Gaps.

From raw satellite imagery and AI-powered GIS to enterprise geospatial AI deployment — we cover the full stack, so you don't have to stitch vendors together.

Full-Stack GIS Development Meets Production GeoAI

We don't just deliver technical advice. We build, ship, and benchmark high-throughput Web GIS applications and production GeoAI engines used by analysts worldwide.

Web GIS Softwaregeoeditor.infrynetechworks.com

GeoEditor 3D Spatial File Editor

In-Browser Web GIS · DuckDB Spatial SQL · Zero Server Upload

High-performance, zero-upload browser GIS editor. Open, inspect, style, and query Shapefiles, GeoJSON, KML, and GeoParquet files with 100% client-side WebAssembly privacy and hardware-accelerated 3D polygon extrusions.

Shapefile (.zip)GeoParquetGeoJSONFlatGeobufKML & GPX3D Extrusions
Client Query EngineDuckDB-WASM Spatial SQL
Rendering EngineDeck.gl & WebGL (60 FPS)
Data Sovereignty100% In-Browser (0 Byte Upload)
Cost & Access100% Free · No Sign-Up
Production GeoAI Engineburnscar.infrynetechworks.com

BurnScar Satellite Wildfire Engine

Earth Observation AI · Automated dNBR · Cloud GeoTIFF Stream

Automated satellite earth observation platform. Enter any coordinate globally to retrieve Sentinel-2 and Landsat 8/9 imagery, compute calibrated burn severity (dNBR & BAIS2), overlay NASA FIRMS active fire hotspots, and stream GIS-ready COGs.

Sentinel-2 L2A (10m)Landsat 8/9 (30m)NASA FIRMS VIIRSUSGS 4-TierCloud-Optimized GeoTIFF
Sensors IngestedSentinel-2 L2A · Landsat 8/9
Active HotspotsNASA FIRMS (VIIRS 375m)
Severity StandardUSGS 4-Tier Classification
Output StreamingCloud-Optimized GeoTIFF (COG)
01 / Custom Web GISInteractive Browser Mapping

60 FPS Deck.gl and MapLibre portals tailored to your enterprise spatial data.

02 / Production GeoAISatellite Machine Learning

Custom vision pipelines for automated land cover, change detection, and asset inspection.

03 / Spatial EngineeringPostGIS & Vector Tiling

Tuned PostGIS spatial schemas, dynamic MVT vector servers, and GeoParquet pipelines.

04 / Zero Lock-In100% IP & Data Ownership

Open cloud-native standards with zero proprietary seat licensing fees.

We Didn't Add GIS
to a Data Team.
We Built Around It.

Infryne TechWorks was founded with a single conviction: location context unlocks the deepest insights. So we didn't hire a few GIS contractors and call it a capability. We built an interdisciplinary team where spatial thinking is native to every engagement.

Our data scientists, GIS engineers, AI specialists, and domain experts share the same workflow. That's why our solutions are faster to deploy, deeper in accuracy, and built to hold up in production — not just in demos.

🔬

Research-First, Always

Every engagement begins with rigorous analysis of your data, domain, and objectives. We don't recycle templates. We build from first principles.

🌐

Spatial-Native by Design

Location is a first-class dimension in every model, pipeline, and insight we create — not an afterthought layered on at the end.

⚙️

Production-Grade Delivery

We build systems that scale and systems that last — from early-stage prototype through enterprise deployment, with SLA coverage and monitoring built in.

🤝

Limited Engagements, Deep Focus

We intentionally cap our active client load each quarter. Your project gets the team's full attention — not a slice of it.

Powered by World-Class Tools

AI & ML

PythonTensorFlowPyTorchscikit-learnHuggingFaceOpenAILangChain

GIS & Spatial

QGISArcGISPostGISGeoServerMapboxOpenLayersGeoPandasGDAL

Data & Cloud

PostgreSQLApache SparkKafkaAWSFastAPIDockerKubernetesdbt

Visualization

D3.jsPlotlyDeck.glKepler.glGrafanaPower BI

From First Call to Production. Fast.

01

Discovery

We go deep on your data, systems, and business goals. No intake forms. A real conversation with the engineers who will build.

02

Architecture

We design a scalable, cloud-native blueprint — AI pipelines, spatial layers, and integration points scoped to your constraints.

03

Build

Agile sprints with continuous testing and your team in the loop. You see real progress every week, not a big reveal at the end.

04

Deploy & Scale

Production deployment with monitoring, SLA coverage, and documentation your team can actually use. We don't disappear at launch.

Book a Strategy Call

Give us the essentials. We’ll review the problem, then you can choose a 30-minute time immediately—no long qualification form.

✓Three fields to get started✓First response from an engineer✓NDA and security review available
Get the GeoAI feasibility checklist →