Global Analytics Platform
HERA
Human Entity Reference Atlas
Global Analytics for Structured Intelligence
Ingest spatial and non-spatial data from official sources worldwide. Normalize, map, translate, and deliver structured intelligence at scale — so analysts spend time analyzing, not wrangling.
Analysts Spend More Time Wrangling Than Analyzing
Raw data arrives in dozens of formats, languages, and schema conventions. Every country uses different classification systems, geographic projections, and administrative hierarchies. Before any analysis can begin, someone has to normalize, translate, validate, and repackage the data — a process that consumes 60-80% of analyst time on every project.
HERA eliminates that bottleneck. Raw data in, structured intelligence out.
What HERA Does
Global Data Ingestion
Ingest official census, survey, and administrative data from any country in any format — CSV, shapefiles, GeoJSON, PDF tables, and proprietary government formats.
Normalization & Mapping
Translate raw source data into standardized schemas aligned to Defence Geospatial Information Working Group (DGIWG) Statistical Extent Location (SEL) and Cultural Context Location (CCL) specifications. Attribute mapping, unit conversion, and code standardization — all automated.
Translation & QA
Multi-language support with automated quality assurance. Schema validation, completeness scoring, spatial topology checks, and cross-reference verification.
Packaging & Delivery
Deliver finished datasets with metadata, data dictionaries, quality reports, and provenance documentation. GeoPackage, Shapefile, CSV, and API formats.
Proven at Scale
$4M+
Annual HG Data Production
18+
Partner Nations
5-10x
Productivity Multiplier
79.3%
Geolocation Refinement
Who Uses HERA
HERA serves analysts and organizations that need structured, reliable data — not raw files.
IC / DoD Analysts
Structured, normalized datasets ready for ingestion into Geospatial Intelligence (GEOINT) and Human Intelligence (HUMINT) analysis workflows. No data wrangling required.
Allied Partners
Data sharing packages built to Defence Geospatial Information Working Group (DGIWG) standards. Metadata and provenance documentation meet multinational exchange requirements.
Data Platforms
API-ready datasets with complete metadata for integration into enterprise data lakes, GIS platforms, and analytics environments.
Research Organizations
Country-level demographic and socioeconomic data with full provenance chains for academic and policy research applications.
Location Intelligence
High-precision geolocated features with 79.3% refinement rates. Settlement, infrastructure, and boundary data for spatial analysis.
Get structured intelligence, not raw files.
HERA transforms raw global data into structured, validated, delivery-ready intelligence products.