TURNING SPATIALSIGNALS INTORESILIENCE.

6°12′S · 106°48′EJAKARTA / INDONESIA

We build geospatial intelligence that connects weather, urban movement, and operations — turning changing conditions into action before disruption spreads.

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01COMPLEXITY

CITIES MOVE.
WEATHER SHIFTS.

A storm changes more than the forecast. It changes the commute, the delivery corridor, and the next operational decision.

Every disruption is a spatial problem.

02THE PLATFORM

IN DEVELOPMENT / LAIR LABS

URBAN PULSE.
WEATHER-OPS AI.

Geospatial intelligence for cities in motion. Our platform brings hyper-local forecasts, crowd telemetry, and enterprise logistics into one decision layer.

An agentic reasoning engine connects emerging weather risks to commuter escape routes and operational playbooks for delivery fleets.

CORRIDOR FORESIGHT
30MIN
SPATIAL DISPATCH
< 2SEC

ENGINEERING TARGETS / EARLY WARNING + ACTION LATENCY

03DECISION

FROM FORECASTS
TO ACTION.

See the risk. Protect the route.
Keep the city moving.

Pre-emptive routing, dynamic geofencing, adaptive pricing, and crisis playbooks connect atmospheric signals to decisions on the ground.

04 / 01SELECTED WORK

PUBLIC-FACING WEBGIS

Z-FEWSFlood Early Warning Decision Support

A WebGIS decision-support platform combining hydrological processing, spatial analysis, and dynamic hazard visualization across 30 monitoring outlets.

Make changing flood conditions understandable.

  • NEXT.JS
  • LEAFLET
  • TURF.JS
01 / HYDROLOGICAL INTELLIGENCE
Aerial view of connected rivers and urban neighborhoods in Hangzhou, representing hydrological analysis.
REPRESENTATIVE IMAGEdongbin li / Unsplash ↗
WATER / DYNAMIC HAZARD STATESIllustrative analysis

04 / 02SELECTED WORK

CONFIDENTIAL CLIENT WORK

GeomatrixBuilding Intelligence

A WebGIS analytical workflow that transforms building and spatial attributes into thematic, decision-oriented views.

Read the patterns behind the built environment.

  • NEXT.JS
  • POSTGIS
  • LEAFLET
02 / BUILDING INTELLIGENCE
Buildings and illuminated streets in Jakarta at night, representing building intelligence.
REPRESENTATIVE IMAGEAirlangga Jati / Unsplash ↗
BUILDING / THEMATIC ATTRIBUTESAbstracted representation

04 / 03SELECTED WORK

CONFIDENTIAL CLIENT WORK

GeomatrixSpatial Investment Analysis

A WebGIS analysis interface for comparing geographic opportunities across areas, turning spatial criteria into an interpretable decision view.

Turn geographic differences into clear comparisons.

  • NEXT.JS
  • POSTGIS
  • LEAFLET
03 / SPATIAL OPPORTUNITY
Aerial view of a highway, river, and surrounding urban areas, representing spatial comparison.
REPRESENTATIVE IMAGEBernd Dittrich / Unsplash ↗
DISTRICT / SPATIAL COMPARISONAbstracted representation

05ENGINEERING

BUILT FOR
SPATIAL ACTION.

Our platform architecture connects atmospheric inputs, spatial reasoning, and event-driven operations. The whole path, from signal to response.

01INTERFACE
React / WebGL
02SPATIAL
PostGIS / Spatial analysis
03DATA
PostgreSQL / PostGIS
04BACKEND
Node.js / Express / Event-driven APIs
05REASONING
Agentic AI / Operational playbooks

PERN STACK / GEOSPATIAL CORE / WEBGL INTERFACE

06OUR PERSPECTIVE

UNDERSTAND
THE SIGNAL.

Resilience starts with understanding systems that change across space and time. Meteorology gives us the atmospheric context. Geospatial engineering gives it a place.

We turn that understanding into software that protects urban movement, supports operations, and helps cities adapt.

AtmosphereSpatial intelligenceOperational action

07RESOLUTION

KEEP CITIES
MOVING.
BUILD RESILIENCE.

From weather intelligence to geospatial products.
Let’s turn your spatial challenge into operational clarity.

START A CONVERSATIONConnect with Lair Labs
00 / ARRIVAL