01
Observe
Hydrological, meteorological and territorial evidence.
GeoAlerta AI Sul · Vale do Taquari · BrazilSCEWC Barcelona 2026
Climate Resilience Intelligence for Cities.
A safety-first decision-intelligence platform helping municipal teams organize flood evidence, anticipate short-horizon river behavior and understand territorial exposure — with uncertainty visible and humans in control.
Evidence first. Uncertainty visible. Humans in control.
Current pilot · Lajeado + Estrela · v0.50.1-aws
01The challenge
Cities don't lack data. They lack a unified operational picture.
Climate-risk decisions can depend on fragmented evidence held across different sources, formats, times and institutions. GeoAlerta is being developed to organize that evidence without hiding its limits.
Hydrology
SRC / HYD
Weather
SRC / MET
Terrain
SRC / DEM
Risk sectors
SRC / SGB
Population
SRC / POP
Critical infrastructure
SRC / CIF
Historical events
SRC / HST
GeoAlerta
Unified evidence layer
Human review02The intelligence layer
Evidence becomes useful when context and uncertainty travel with it.
A traceable flow from observations to human-reviewed planning context — designed to make knowns, unknowns and source quality legible.
02
Anticipate
Experimental short-horizon river-level intelligence.
03
Understand exposure
Population, critical facilities, terrain and official risk areas.
04
Support decisions
Traceable evidence, uncertainty and human verification.
Observe → interpret → verify → support
03Vale do Taquari
Built from a real climate-resilience challenge.
GeoAlerta started in a region deeply affected by extreme floods. This demanding real-world context is the proving ground for developing and rigorously validating the methodology before any geographic expansion.
Current proving ground
Lajeado + Estrela
Region
Vale do Taquari
State
Rio Grande do Sul
Country
Brazil
Retrospective validation and prospective research remain essential. This pilot does not establish universal validation.
Lajeado
Estrela
29.45° S · 51.96° W
Vale do Taquari study area
Vale do Taquari study area
10 km
04Product experience
From river evidence to territorial intelligence.
Decision environment / Vale do Taquari
Evidence liveEvidence time
Recent
Forecast window
1–6h
Review
Human
Planning context
River level
Evidence
Recent observations
Forecast horizon
1–6h
Experimental estimate
Uncertainty
90%
Interval remains visible
Data freshness
Gated
Stale / future / inconsistent
Official risk sectors
SGB
Planning context
Population exposure
Layered
Territorial analysis
Critical facilities
Mapped
Exposure context
Digital Twin
Planning
Human review oriented
Experimental outputs are planning context. They are not operationally validated forecasts or authorization for public warning, evacuation or interdiction.
Real screens · live experimental environment
Decision panel
Situation summary with evidence status — no probability is invented when data is stale.
Territorial exposure map
SGB risk sectors, exposure cells and critical facilities for planning context.
Planning digital twin
Operator-defined hypothetical scenarios — not a forecast and never an evacuation order.
Territorial Digital Twin 3D · Lajeado
Neighbourhood profiles on 3D terrain: population, susceptibility, critical sectors and facilities (IBGE 2022). Municipal triage — not a geotechnical report or confirmation of occurrence.
Screenshots of the experimental environment (Vale do Taquari). Figures shown are planning estimates, not official alerts.
05Safety by design
Safety is a product feature.
The interface is being developed around explicit limits, traceable inputs and human judgment — not false certainty.
- 01Missing or stale critical data never becomes “zero risk”.
- 02Uncertainty remains visible.
- 03Hazard, exposure and operational priority remain distinct.
- 04Data provenance remains traceable.
- 05Humans and competent authorities remain in control.
Operational notice
GeoAlerta AI Sul is not an official public alerting system. Public warnings, evacuation and interdiction decisions remain with Civil Defense and competent authorities.
06Evolution
From an early prototype to an integrated climate intelligence platform.
Early 2026
Early GeoAlerta concept / prototype
Foundation
Evidence architecture
Hydrology
Hydrological intelligence
Territory
Territorial + population exposure
Assurance
Quality and provenance gates
Integration
Digital Twin
Vale do Taquari 2026
Integrated experimental decision-intelligence environment
Each stage represents added capability. The early concept did not contain the scope of the current integrated experimental environment.
07Technology ecosystem
Cloud, AI and geospatial infrastructure.
Technologies evaluated or integrated in the experimental environment.
AWSNVIDIA ecosystemEarth-2 contextPythonFastAPIGeospatial IntelligenceMachine LearningRemote SensingHydrological Data
Technology references describe engineering context only and do not imply commercial partnership, endorsement or certification.
08Partnership opportunities
Help us validate and scale climate resilience intelligence.
Aggilli Intelligence is a Brazilian early-stage AI and data science startup seeking partners to move GeoAlerta from a technically substantial experimental pilot toward prospectively validated and repeatable municipal deployments.
01
Municipal Pilots
Test the methodology with public teams in real planning contexts.
02
ClimateTech / GovTech Investment
Support focused product and validation milestones.
03
Non-Dilutive Funding & Grants
Advance public-interest research and resilience capability.
04
Cloud & GPU Infrastructure
Help scale geospatial and AI experimentation responsibly.
05
Hydrology / Weather / Geospatial Data
Strengthen evidence coverage, quality and provenance.
06
Research & Prospective Validation
Design rigorous evaluations with research institutions.
09Pilot scoping
Explore what a pilot could look like in your municipality.
Describe your territory and flood-resilience priorities. An AI assistant drafts a preliminary scoping brief and discussion questions to bring to our first conversation.
Preliminary draft · AI-assisted
Describe your municipality and priorities to receive a tailored preliminary pilot scope and questions to explore together.
An AI-generated starting point for discussion, reviewed by the Aggilli team before any commitment. It is not an assessment, validation or offer. GeoAlerta AI Sul is not an official public alerting system. Public warnings, evacuation and interdiction decisions remain with Civil Defense and competent authorities.
SCEWC · Barcelona · 2026
Let's talk in Barcelona.
We are attending Smart City Expo World Congress Barcelona 2026 to meet cities, investors, accelerators, climate-resilience organizations and technology partners.