One lake for every kind of data.
Business data and spatial data are usually kept apart. HASH brings them into one governed lakehouse, so a single question can span a contract, a land parcel and a satellite image.
A governed lake for tables, files and documents.
Raw data lands untouched, is standardised, and is turned into analysis-ready products — each step logged and traceable.
- Governed ingestion. Batch loads, change capture and streams share one framework. Adding a source is configuration, not a software build.
- Bronze, silver, gold. Every source record is kept as received, then cleaned and matched, then shaped into agreed business definitions.
- Quality with quarantine. Rules check completeness, validity and uniqueness. Failing records are held back and never reach gold.
- Lineage to the report. See which sources and transformations produced any number, and the impact of a change before you make it.
Catalogue 8 of 279 datasets
| Dataset | Layer | Class | Quality |
|---|---|---|---|
| ● Asset register | Gold | Internal | 98 |
| ● Field survey records | Silver | Internal | 94 |
| ● Contract ledger | Gold | Confidential | 96 |
| ● Service requests | Silver | Restricted | 89 |
| ◉ Land parcels | Gold | Internal | 93 |
| ◉ Utility network | Silver | Internal | 91 |
| ● Sensor readings | Bronze | Internal | 78 |
| ◉ Imagery tiles | Bronze | Public | 96 |
Lineage Asset condition index
Maps, imagery and LiDAR as first-class data.
Spatial data is catalogued, governed and queried like everything else — and can be joined to your business tables.
- Every layer catalogued. Vector, raster, point cloud and drawings, each with an owner, licence and refresh cadence.
- Layers on demand. Switch any dataset on as a map layer and ask questions across layers and business tables together.
- Readiness checks. Is this data fit for the stated goal? Only datasets marked AI-ready are offered to learning pipelines.
- Analysis in place. Hotspots, buffers and forecasts run on the lake, without exporting data to desktop tools.
Layers 5 on
Spatial and non-spatial, side by side.
One catalogue, one set of access rules and one lineage graph — whatever the format.
Bronze, silver, gold.
A simple discipline that turns messy source data into products people can rely on.
Bronze · Raw
Every record exactly as received, with source, time and run recorded. Nothing is overwritten.
Silver · Standardised
Duplicates removed, formats unified and entities matched. Uncertain matches wait for a person to decide.
Gold · Analysis-ready
Agreed business definitions in open table formats, versioned so any earlier state can be read again.
Your data stays yours.
Deploy where data must stay
Run in India — on-premises, in a sovereign cloud or in your own cloud account — and, where required, with no internet route.
Open formats
Open table and spatial formats keep your data readable and portable, with no dependence on a proprietary engine.
Metered, scoped access
Consumers receive expiring tokens tied to a dataset, its columns and a stated purpose. Every call is logged.
Bring your data into one governed lake.
Tell us which sources matter most. We will show how they would land, be governed and be put to work.