Lab4Geo

Your Spatial Expertise Partner

At Lab4Geo we deliver highly performant geospatial solutions.

Organizations We've Engaged With

Trinidad & Tobago Lands and Surveys
California Department of Forestry and Fire, Fresno
Purdue University Agriculture and Biological Engineering
HNTB
California State University, Fresno
Purdue University, West Lafayette
Newcastle University, UK
University of East London, UK
Antoine & Associates Land Surveys, Trinidad & Tobago
Bespoke Stairlifts, UK

Geospatial solutions for critical missions.

We translate complex spatial problems into robust, production-ready software.

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Maritime Intelligence

Fleet tracking, cargo management, and AIS analytics platforms for global shipping and port operations.

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Environmental Intelligence

Carbon mapping, sequestration verification, and climate intelligence systems for conservation and compliance.

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Land Administration

Cadastral mapping and land management software for governments and property professionals.

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Energy & Digital Twins

Asset management and digital twinning solutions for the energy sector, from renewables to infrastructure.

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AEC & Reality Capture

Surveying, reality capture, and configurator software for architecture, engineering, and construction.

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Industrial Automation

Robotics perception and industrial automation platforms for manufacturing and inspection.

The team behind Lab4Geo.

A small, senior team with deep expertise across the geospatial stack.

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Darion Grant

Founder & Principal Engineer

Geospatial software engineer with expertise spanning photogrammetry, remote sensing, GIS, robotics, and industrial automation.

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Team Member

Role / Expertise

Placeholder bio. Add your team member's background, expertise, and what they bring to client engagements.

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Team Member

Role / Expertise

Placeholder bio. Add your team member's background, expertise, and what they bring to client engagements.

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Partner Network

Global Specialists

We work with a decentralized network of expert partners across the globe to bring local context to every project.

We are different by design.

We do not fit the traditional mold of external technical vendors. Our model is built around accountability, proximity, and shared operational skin in the game:

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More than a consultancy!

Consultants often advise and walk away. We stand behind what we prescribe and take full responsibility for execution and the outcomes.

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More than a remote agency!

We do not operate blindly across the oceans and far removed from you. We align with your geography and timezone to work as a true local contextual partner.

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More than a dev shop!

Software shops code to spec and hand off a file. We go on-site when it matters, get our hands dirty, and experience the solution firsthand alongside your team.

We work across domains and scales.

Whether you are building an in-house product or delivering a national programme, we have an engagement model that fits.

For Individuals, Startups & Companies

Build, scale, and operationalize your spatial product.

Scalable Geospatial Operations

High-throughput batch processingβ€”from georeferencing thousands of legacy images to generating orthophotos across hundreds of projects.

Air-Gapped & Custom Software

Secure, bespoke spatial and automation solutions built for restricted, offline environments.

Systems Integration & Team Scaling

Architect, build, and operationalize complex spatial infrastructure, complete with hiring and training the team to manage it.

Fractional CTO & Product Strategy

Expert technical guidance to navigate spatial digital adoption, architect systems, and build robust MVPs without executive overhead.

For Consultancies, Development Banks & Governments

Your boots-on-the-ground implementation partner.

Technical Solutions Partner

Your boots-on-the-ground implementation engine for complex national or regional programs.

Strategic Technical Advisor

Bridging complex spatial data engineering with high-level stakeholder management and decision making among multidisciplinary teams.

Selected case studies.

A snapshot of the types of spatial software challenges we've solved.

Photogrammetry

High-Throughput Image Processing Pipeline

Built a batch processing system that georeferenced and generated orthophotos for thousands of legacy aerial images across multiple survey projects.

Land Administration

National Cadastral Mapping System

Developed a parcel management and land registry platform for a national government agency, integrating with existing survey infrastructure.

Reality Capture

Stairlift Reality Capture Pipeline

Designed an automated reality capture-to-CAD pipeline for a stairlift manufacturer, eliminating manual on-site measurements.

Environment

Carbon Stock Mapping Platform

Built a carbon verification and monitoring system using satellite imagery and ground-truth data for a conservation organization.

What our clients say.

Feedback from partners and organizations we've worked with.

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Placeholder testimonial. Add a quote from a client about the quality of your work, your responsiveness, or the impact of the solution you built.

Client Name
Role, Organization
"

Placeholder testimonial. Add a quote from a client about the quality of your work, your responsiveness, or the impact of the solution you built.

Client Name
Role, Organization
"

Placeholder testimonial. Add a quote from a client about the quality of your work, your responsiveness, or the impact of the solution you built.

Client Name
Role, Organization

Frequently asked questions.

Quick answers to common questions about working with Lab4Geo.

What types of projects do you take on? +
We build custom geospatial software across maritime, environment, land, energy, AEC, and industrial automation. Whether you need a full product built from scratch or a specialist to augment your team, we can help.
Do you work with clients outside your timezone? +
Yes. We align with your geography and timezone to work as a true local partner. We have experience working with clients across the Americas, Europe, and the Caribbean.
Who owns the intellectual property? +
You do. 100% of the IP for custom software we build belongs to you. We build your asset, not ours.
Can you work in air-gapped or restricted environments? +
Absolutely. We design and deploy secure, bespoke solutions for restricted, offline environments where data sovereignty is critical.

Build your next generation of spatial intelligence.

Let's discuss how I can build the custom geospatial software that solves your most complex challenges.

Book an Intro Call

or email me directly at hello@lab4geo.com

Our vision and mission.

Our Vision

To be the trusted spatial expertise partner for organizations building the next generation of geospatial intelligence β€” turning complex spatial data into owned, production-ready software assets.

Our Mission

To bridge the gap between geospatial science and software engineering. We build custom solutions that are secure, scalable, and tailored to the operational realities of our clients across commercial and institutional sectors.

The people behind Lab4Geo.

A small, senior team supported by a global network of expert partners.

πŸ‘€

Darion Grant

Founder & Principal Engineer

Geospatial software engineer with expertise spanning photogrammetry, remote sensing, GIS, robotics, and industrial automation.

πŸ‘€

Team Member

Role / Expertise

Placeholder bio. Add your team member's background, expertise, and what they bring to client engagements.

πŸ‘€

Team Member

Role / Expertise

Placeholder bio. Add your team member's background, expertise, and what they bring to client engagements.

Join the Lab4Geo Partner Network.

We're building a decentralized team of expert partners across the globe. If you specialize in any spatial domain and want to work on high-impact projects, we'd love to meet you.

Become a Partner

Flexible delivery for any environment.

We adapt to your security, infrastructure, and operational needs.

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Air-Gapped Solutions

Fully self-contained, secure deployments for environments with no internet connectivity. Complete control over your data and infrastructure.

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Managed Solutions

Cloud-hosted, fully managed deployments. We handle the infrastructure, scaling, and maintenance so you can focus on your mission.

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Hybrid & Custom

Flexible architectures that combine the best of both worlds. We design the deployment model that fits your specific needs.

Trusted across sectors and scales.

From startups to governments, we build spatial software for organizations that need it to work.

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Governments & NGOs

National land administration, disaster relief mapping, and high-integrity carbon MRV systems.

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Enterprises

Digital twins, asset management, and operational intelligence platforms for large organizations.

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Startups & Builders

Fractional CTO services, MVP development, and scalable geospatial infrastructure.

🌍

Consultancies & Development Banks

Technical implementation partner for complex institutional programs.

Let's discuss your project.

Whether you're building a product, delivering a program, or exploring a partnership β€” we'd love to hear from you.

Book an Intro Call

or email me directly at hello@lab4geo.com

Deep technical capabilities.

Our expertise spans the full geospatial stack, from data capture to production software.

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Remote Sensing

Satellite imagery analysis, change detection, and earth observation pipelines.

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Photogrammetry

Structure-from-motion, dense point clouds, and 3D reconstruction.

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GIS & Spatial Analysis

Geospatial databases, spatial joins, and administrative data management.

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Robotics & Automation

ROS integration, SLAM, perception, and autonomous system support.

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Surveying & Reality Capture

LiDAR, GNSS integration, and survey-grade data processing.

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Software Engineering

Full-stack development, APIs, cloud infrastructure, and air-gapped systems.

What we build.

Production-ready software solutions for complex spatial problems.

🚒

Maritime Intelligence

Fleet tracking, cargo management, and AIS analytics platforms.

🌿

Environmental Intelligence

Carbon mapping, sequestration verification, and climate intelligence.

πŸ—ΊοΈ

Land Administration

Cadastral mapping and land management software.

⚑

Energy & Digital Twins

Asset management and digital twinning solutions.

πŸ—οΈ

AEC & Reality Capture

Surveying, reality capture, and configurator software.

πŸ€–

Industrial Automation

Robotics perception and industrial automation platforms.

Selected engagements.

A snapshot of the spatial software challenges we've solved.

Photogrammetry

High-Throughput Image Processing Pipeline

Built a batch processing system that georeferenced and generated orthophotos for thousands of legacy aerial images.

Land Administration

National Cadastral Mapping System

Developed a parcel management and land registry platform for a national government agency.

Reality Capture

Stairlift Reality Capture Pipeline

Designed an automated reality capture-to-CAD pipeline for a stairlift manufacturer.

Environment

Carbon Stock Mapping Platform

Built a carbon verification and monitoring system for a conservation organization.

Check availability and schedule a call.

Pick a time that works for you β€” no back-and-forth emails.

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Viewpoints and insights.

Thoughts on geospatial software, engineering, and building for critical missions.

Engineering

Building Air-Gapped Geospatial Systems

Placeholder article. Discuss the challenges and best practices of deploying spatial software in restricted environments.

Read more β†’
Photogrammetry

Scaling Photogrammetry Pipelines

Placeholder article. Share lessons learned from processing thousands of images at scale.

Read more β†’
Industry

Why SMEs Need Sovereign Compute

Placeholder article. Discuss the importance of data ownership and sovereign infrastructure for smaller organizations.

Read more β†’

Resources for developers and teams.

Documentation, guides, and learning materials for working with Lab4Geo.

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Developer Docs

API references, SDKs, and integration guides.

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Learning Hub

Tutorials and guides on geospatial software engineering.

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White Papers

In-depth technical papers on spatial data and software.

Frequently asked questions.

Quick answers to common questions about working with Lab4Geo.

What types of projects do you take on? +
We build custom geospatial software across maritime, environment, land, energy, AEC, and industrial automation. Whether you need a full product built from scratch or a specialist to augment your team, we can help.
Do you work with clients outside your timezone? +
Yes. We align with your geography and timezone to work as a true local partner. We have experience working with clients across the Americas, Europe, and the Caribbean.
Who owns the intellectual property? +
You do. 100% of the IP for custom software we build belongs to you. We build your asset, not ours.
Can you work in air-gapped or restricted environments? +
Absolutely. We design and deploy secure, bespoke solutions for restricted, offline environments where data sovereignty is critical.