Name the decision before opening the dataset.
We establish what someone needs to decide, what they know today and what prevents them from acting.
A decision worth solving for.DATA, AI & LOCATION INTELLIGENCE
From paper records to live maps, we engineer the data and AI systems behind your next decision. We start by finding what is stopping it.
A FEW PLACES OUR WORK TAKES US
Representative regions, not exact client locations.
Working since 2020
[CONFIRM: projects delivered]
[CONFIRM: coverage definition]
Engineering, analytics and GIS
01 / HOW WE THINK
The problem sets the direction.
Every recommendation comes with evidence you can examine.
The problem determines what we build.
Paper records and conflicting systems are familiar starting points.
We build systems your team can keep improving.
02 / WHAT WE DO
Six services. Shaped around your problem.Some answers sit in paper records. Others depend on connecting a workflow to the map.
Connect scattered records and automate the re-keying, checks and handoffs around them.
02Build AI around your documents and operating rules, on your servers or fully offline where required.
03Put land, assets and demand on the same map to decide where to act.
04Make forecasts and dashboards that answer a specific business question.
05Move legacy systems and paper records onto usable platforms while preserving their history.
06Keep the systems we build monitored, maintained and improving.
03 / THE WHOLE CHAIN
One example: mineral rights acquisitionPaper · Spreadsheets · ERPs
Sensors · Satellite · Maps
Extract · Reconcile · Link
Apps · APIs · Assistants
Dashboards · Maps
04 / THE FLODATA METHOD
Diagnosis before prescription.No solution in the first meeting. We need to understand what the work actually demands.
Data Readiness CheckWe establish what someone needs to decide, what they know today and what prevents them from acting.
A decision worth solving for.We inspect actual records and follow the workflow with the people responsible for it. The diagnostic exposes missing information and practical constraints.
[CONFIRM: paid diagnostic]We recommend an approach that fits the problem, including reusing existing systems or reducing the scope.
A scope that earns its place.We engineer the required data flows and interfaces. Bespoke development runs through every service.
The engineering follows the evidence.We monitor what is running and extend it as operational needs develop. Support commitments are agreed explicitly.
[CONFIRM: support hours and response commitment]05 / SELECTED WORK
View all workSee how a tract map or a paper archive
becomes a place to work.
One acquisition workspace, with outreach restrictions enforced by the system.
Leaflet · OpenStreetMap · [CONFIRM: remaining stack]
Vehicle positions and mapped incidents in one operational view.
[CONFIRM: stack]
Connected products support report discovery, clinic collections and patient retention.
AWS · Python · Flask · FastAPI · PostgreSQL · React · Gunicorn · Nginx · GitHub Actions
1,527 active and 178 inactive records structured for search and export.
OCR · Vision-language models · [CONFIRM: remaining stack]
Adjacent market clusters and an order of entry grounded in the existing network.
[CONFIRM: stack]
06 / HOW WE START
Start with what is getting in the way.Tell us what is going wrong and where the information sits today.
We examine the records and speak with the people doing the work.
[CONFIRM: paid diagnostic]We define what to build and how it will be supported.
A GOOD PLACE TO START