CityTwin — Climate Digital Twins

Model the city. Measure the impact.

ESG & resilience in weeks—not quarters.

Heat, flood, and energy models with policy-ready dashboards. Built for municipalities and large estates; deploy as Twin-as-a-Service.

Urban Heat & Resilience Twin

Map heat islands, vulnerable populations, and micro-climate dynamics. Prioritize shade, cool roofs, and green corridors with intervention scoring and policy-ready reports.

AI Agents

Spatio-temporal forecasting (ST-ResNet)Physics-informed models (PINNs)Gradient Boosting / XGBoost (risk scoring)Agent-based scenario simulation

Tech Stack

Python + FastAPIPostGIS / PostgreSQLGeoPandas / Rasterio / xarrayMapbox GL / deck.glAirflow (ETL) / DaskS3 / Cloud Optimized GeoTIFF

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Flood Risk & Drainage Twin

Combine rainfall, terrain, and drainage capacity to predict inundation hotspots. Test culvert upgrades, sponge-city layouts, and emergency routing—before the next storm.

AI Agents

Hydrograph simulation (HEC-RAS integration)Graph Neural Nets (drainage networks)SAR/DEM change detectionAnomaly alerts with online learning

Tech Stack

GDAL / PROJGeoServer / WMSKafka (event streams)OpenStreetMap + CopernicusSpark / Dask (batch + parallel)

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Energy Efficiency & Retrofit Twin

Estimate building-level demand, retrofit ROI, and grid impact. Prioritize insulation, HVAC swaps, and solar with capital planning and measurable CO₂ reductions.

AI Agents

Time-series forecasting (Prophet/ARIMA/LSTM)Building archetype classifiersOptimization (MILP/ILP) for retrofit bundlesLLM copilots for permit data extraction

Tech Stack

Snowflake / BigQuerydbt (models)LangChain / LlamaIndexvLLM (serving)Next.js + React

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Air Quality, Mobility & ESG Dashboards

Fuse AQ sensors, mobility traces, and satellite rasters into policy-ready ESG dashboards. Track PM₂.₅ exposure, transit equity, and SDG/TCFD metrics in real-time.

AI Agents

Sensor fusion & Kalman filteringTrajectory clustering (HDBSCAN)LLM-powered narrative reportingCausal inference for policy impact

Tech Stack

Elasticsearch / OpenSearchTimescaleDB (time-series)OpenTelemetry (traces)Grafana / SupersetAuth + Audit (OPA)

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Get In Touch

Feel free to contact us. Submit your queries here and we will get back to you as soon as possible.

(+44) 0800 0487 296
contact@microcorem.io
Spaces Liverpool Street Station,
35 New Broad Street,
London EC2M 1NH, United Kingdom

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