Lab4Geo
For Companies

Spatial software that moves your operational needle.

You have operations, data, and systems that already work. We build the spatial layer that makes them measurably faster, more accurate, and more profitable — without disrupting what your teams already do.

Discuss Your Project See Example Use Cases
Companies using Lab4Geo for spatial operations

Why spatial projects stall inside companies.

Spatial capability is often needed but rarely owned. It falls between IT, operations, and engineering — and nobody has the bandwidth to drive it end to end.

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No clear owner internally

Spatial work spans GIS, IT, ops, and product. Without a dedicated owner, it becomes everyone's side project and nobody's priority.

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Legacy systems resist change

Your ERP, asset registry, or operational database wasn't built for spatial data. Bolting it on internally usually creates more problems than it solves.

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ROI is hard to prove early

Internal teams can spend months before showing anything to the business. By then, the sponsor has moved on and the budget is gone.

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Security and compliance

Operational data is sensitive. Any external partner must meet your security bar — or work in an air-gapped environment entirely.

Example use cases.

Where spatial software delivers measurable operational value inside established companies.

Digital Twin Asset Management Energy

Digital twin of a distributed asset portfolio

The scenario: An energy company operates hundreds of sites — substations, turbines, pipelines — and manages them across spreadsheets, CAD, and legacy GIS. Reporting is slow and decisions are made on stale data.

How we help: We build a unified spatial digital twin — a single source of truth for asset location, condition, and history — with integrations into your existing ERP and maintenance systems, accessible via web and mobile.

  • Asset registry with spatial indexing
  • Integration with ERP / CMMS / SCADA
  • Web and mobile access for field teams
  • Dashboards for portfolio-level decisions
Workflow Automation AEC

Automated survey-to-report workflow

The scenario: An AEC firm runs survey campaigns across multiple sites. Field data comes back in inconsistent formats, and producing client-ready reports takes weeks of manual processing.

How we help: We build the automated pipeline from raw capture to deliverable — ingestion, georeferencing, QA, analysis, and templated reporting — cutting turnaround from weeks to hours.

  • Multi-source data ingestion pipeline
  • Automated QA and validation
  • Templated reporting engine
  • Client portal with job status
Logistics Analytics Supply Chain

Fleet and supply chain visibility platform

The scenario: A logistics operator needs real-time visibility across vehicles, routes, and delivery performance — but data comes from multiple vendors and formats, and reporting is siloed.

How we help: We build a unified spatial analytics platform — ingesting telematics, route data, and delivery events — with dashboards, alerts, and integration into your planning systems.

  • Multi-vendor telematics ingestion
  • Route and performance analytics
  • Real-time alerts and anomaly detection
  • Integration with planning and ERP systems
Data Platform GIS Enterprise

Enterprise spatial data platform

The scenario: A large enterprise has spatial data scattered across departments — CAD files, shapefiles, satellite imagery, LiDAR — with no shared access, no version control, and no way to query across sources.

How we help: We design and build a centralized spatial data platform — catalogued, queryable, permissioned — accessible to teams across the company through web tools and APIs.

  • Spatial data catalogue and ingestion
  • Role-based access and permissions
  • Query API and web viewer
  • Integration with BI and reporting tools

How we engage with companies.

Structured engagements that respect your internal teams, systems, and governance.

Relevant case studies.

Selected work that maps directly to the operational problems companies bring us.

Reality Capture

Stairlift Reality Capture Pipeline

Designed an automated reality capture-to-CAD pipeline for a stairlift manufacturer, eliminating manual on-site measurements and cutting quote turnaround from days to minutes.

Land Administration

National Cadastral Mapping System

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

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.

Let's look at where spatial can move your numbers.

Bring us the operational problem, the systems involved, and the outcome you need. We'll come back with a scoped plan.

Start the Conversation

or email me directly at darion.grant@gmail.com