Chorema turns public and proprietary geospatial data into diagnoses, trajectories, and scenarios. A research environment, not a dashboard. A conversation, not a query.
From the Greek χώρα (chōra) — space, territory, place. A chorema is the elementary graphic model that captures the structure of geographic space. The atom of analytical cartography.
Ask "Compare healthcare accessibility between Milan and Naples". Chorema picks agents, data, methods.
An Opus 4.8 coordinator orchestrates agents in parallel. A CriticAgent validates against 6 criteria. Validated indices co-developed with Politecnico di Milano, Aalborg University, LUM, and Padova.
H3 hexagonal maps, provincial choropleth, time series, scenario simulations, NotebookLM-style studies exportable to DOCX.
Same question. Four different answers.
| Claude | ChatGPT | Gemini | Chorema | |
|---|---|---|---|---|
| Data granularity | No | No | Partial | Yes |
| Traceable sources | Generic | Good | Uncertain | Curated, 18 sources |
| Hallucination risk | Low | Low–medium | High | Contained (CriticAgent) |
| Time horizons | No | No | No | 5, 10, 20 years |
| Scenario modeling | No | No | No | Yes |
| Validated indices | No | No | No | 100+, academic peer-review |
| Actionability | None | Partial | Apparent | Full |
Historical data reveals trajectories. Five foresight methodologies — PESTEL, STEEP, Three Horizons, Backcasting, Scenario Matrix — build scenarios over 5, 10, 20-year horizons. Foresight is not an extra domain: it's a way of reading every domain.
Where we stand. Cross-domain evidence, point-in-time indicators, territory comparisons.
Where we're heading. Time series, trends, correlations across domains.
Where we could go. Stress testing, weak signal detection, futures thinking anchored to data.
ISTAT, ISPRA, Copernicus, CAMS, Eurostat, UN, CEDEFOP — orchestrated by a multi-agent coordinator. Custom domains added via Index Crafter, with academic validation.
accessibility on hexagonal grid
Italian recovery plan monitoring
Italian wellbeing index
public research patents
Health For All Italy
ERA5 + CMIP6 projections
CAMS PM2.5 / PM10 / NO₂ / O₃
landslides, floods, coastal erosion
Lombardy R&D (SIIHST)
Excelsior, ForeSkill, CEDEFOP
GEIH DANE
17 UN goals
semantic RAG on PDFs
PESTEL, STEEP, Three Horizons, Backcasting
Index Crafter, on-demand
Each vertical inherits the full Chorema stack — indices, agents, data lake — and adds domain-specific data and logic.
Europe's first SaaS for medium-term labour mismatch forecasting, applied to migration diasporas. Integrates CEDEFOP, Eurostat, Excelsior.
Predictive IoT monitoring for critical infrastructure, territorial resilience, and environmental health. Alerts in under 60 seconds.
Cross-references 4,000+ health indicators (Health4All) with Copernicus environmental monitoring.
in natural language, no schema or query
SINGLE · SYNTHESIS · CATALOG
extract data, compute, map, model
6 criteria, confidence tagging per output
PNRR portfolio
"The largest national PNRR portfolio in the transport sector: 1,606 railway projects, €40 billion in investments, 20 regions. Chorema integrated fragmented data sources into a single territorial intelligence platform, built a coherent taxonomy classifying 1,547 projects by type, scale, and impact, and produced interactive geospatial dashboards supporting strategic monitoring and resource allocation."
Innovation foresight
"A leading Italian energy operator navigating decarbonization, electrification, and shifting consumption patterns. Chorema mapped emerging trends through systematic horizon scanning, built competitive benchmarks on innovation trajectories of key players, and identified patterns of technological and behavioral evolution to anticipate customer needs and inform future-oriented service design."
Infrastructure portfolios, investment monitoring, policy impact assessment.
Climate adaptation, 15-minute city planning, cultural observatories, S3 monitoring.
Innovation foresight, competitive benchmarking, consumer trend anticipation, service design.
Wargaming scenarios, network analysis, resource inventorying, parametric simulation.
Indices peer-reviewed against international scientific literature. Knowledge infrastructure scanned by an AI-powered Index Crafter that ingests top journals and conferences in real time.
Research Partnerships from €30–80k per project — co-design of sector-specific indices with academic validation. API Marketplace launching H1 2027.
Chorema is developed by IZILab. Headquartered in Rome, with research partners in Copenhagen, Milan, Bari, and Padova.
Reply within 48h — access evaluated case by case.