GeoDataMind

00The intelligence layer

An emerging AI ecosystem for geoscientists

One question in.
The whole spectrum out.

GeoDataMind takes the data, models and knowledge you already have and resolves them into something that can reason about the ground, and the water moving through it.

Data+Models+Knowledge →Intelligence

Get early access See how it works

Drag the globe sideways to turn it.

01Data, models, knowledge

The answer already exists. It is just scattered.

Every investigation you run has been half solved before. The evidence is there. It is simply never in the same place at the same time.

  1. 01

    Your data sits in loggers, spreadsheets and scanned PDFs that never meet.

  2. 02

    Your models run in isolation, each answering one narrow question in its own file format.

  3. 03

    Your knowledge lives in the heads of a few people, and those people are retiring.

So every investigation starts from zero. Again.

What is GeoDataMind?

GeoDataMind is not a single application. It is an ecosystem: a way of connecting data, models and knowledge so they reason together instead of sitting in separate tools. Those three are the inner ring around the globe.

Data

Monitoring networks, field and lab records, remote sensing and time series. The observed state of the environment.

Monitoring tells us what changed.

Models

Coupled engines for groundwater flow, transport, geochemistry and the vadose zone. The physics and chemistry of why.

Modelling helps us understand why.

Knowledge

Domain rules, site history, regulatory context and expert judgement. What makes an answer defensible.

Knowledge tells us what to trust.

02How it works

Then it starts to reason.

Data, models and knowledge combine into intelligence, and intelligence only matters if it changes a decision.

  1. SourcesField sensors, laboratories, site records and external data: GIS, satellite InSAR, climate and regulatory.
  2. EdgeA secure front door. Every request and upload is checked on the way in, and original evidence is stored exactly as received.
  3. AppsEC4Water, LOS, ECR, Hydrogeology and FAH, each built around one kind of investigation.
  4. IntelligenceScientific engines and domain knowledge working on the same evidence: reasoning, prediction and validation.
  5. UsersClients, regulators and asset owners get dashboards, reports and decision support they can trace.

From evidence to decision

  1. Original evidence
  2. Observation
  3. Derived value
  4. Interpretation
  5. Hypothesis
  6. Decision

Original evidence is kept apart from everything inferred from it, so every answer can be traced back to where it came from.

03Where it applies

Flagship: Forensic Asset Hydrogeology (FAH)

Why is the water here, who caused it, and what will it do to the asset?

FAH is the forensic heart of GeoDataMind. It chains groundwater flow, solute transport, unsaturated-zone and geochemical models with the field evidence, to trace a water problem back to its source and forward to its structural and liability consequences.

It is built for investigations in the Gulf: rising groundwater, sabkha dissolution, TSE contamination and construction disputes.

Engineered Fill Aeolian Sand Calcarenite Dammam Fm. utility trench groundwater TSE plume dissolution settlement
Dubai ground, illustrative: engineered fill and aeolian sand over sabkha, calcarenite and the Dammam Formation, cut by a utility trench.

On the outer ring

  • Rising groundwater Why the water table is climbing under a site, and where the water is coming from.
  • Sabkha dissolution Salt-cemented ground losing strength as fresher water dissolves it, and the collapse that can follow.
  • TSE plume Treated sewage effluent moving through the ground: where it goes, and what it changes.
  • InSAR settlement Satellite radar measuring ground movement to the millimetre, checked against the models.
  • Isotopes Isotopic fingerprints that tell treated effluent, seawater, rain and mains water apart.
  • Lagoons Managed water bodies and constructed lagoons: health, balance and liability.
  • Remediation Testing interventions such as dewatering and drainage before they are built, and checking afterwards that they worked.
  • Stormflow OpenSWMM Surface drainage and stormwater networks, linked to what happens below ground.

04Early access

Built out of real investigations.

GeoDataMind comes from forensic hydrogeology practice in the Gulf, not from a research lab. Every part of it exists because a real site needed an answer that nothing on the market could give.

  • Rising groundwater in Dubai
  • Sabkha dissolution and collapse
  • TSE plume source attribution
  • Construction dispute liability
  • InSAR settlement validation
  • Isotopic fingerprinting
  • Utility leak forensics
  1. Monitoring tells us what changed.
  2. Modelling helps us understand why.
  3. Intelligence helps us determine what happens next.

Early access

Get in while it is still being shaped.

GeoDataMind is being built now. Early access goes to the people who will use it: hydrogeologists, geotechnical engineers, environmental consultants and asset owners who are tired of starting from zero.

00The intelligence layer

Starting