A data management platform for every organisation.
Ministries, banks, mines, builders and holding groups each run on many systems that rarely agree. We help each of them turn those systems into one stored, governed and monitored source of truth.
Government & public sector
Ministries, agencies and courts hold some of the most sensitive data about citizens and other organisations. That data must stay on infrastructure the state controls, with every access and change on record.
Contact usCommon challenges
- Registers and case systems built by different vendors, with no shared definitions
- Legacy databases that are hard to change and harder to audit
- Data that has to stay on infrastructure the state controls
- Figures that differ from one agency's report to the next
How we solve it
- A sovereign data platform on-premises or in a state cloud, where registers and transaction systems land once.
- Legacy databases re-engineered onto open table formats, so data stays readable as systems change.
- Shared definitions, named owners and access policies for every register, with an audit log of changes.
- Quality rules on the data that public services and official reports rely on.
Financial services
Banks, insurers and lenders answer to regulators and boards with the same numbers. Every figure needs a definition, an owner and a traceable path back to the source system.
Contact usCommon challenges
- Regulatory and management reports built from different extracts
- "Customer", "exposure" or "default" defined differently per product
- Late or partial daily loads found only after reports have gone out
- Audits that ask for lineage nobody has documented
How we solve it
- One glossary of financial terms, linked to the columns that implement them, with a steward per domain.
- Quality rules and scorecards on the tables behind regulatory reporting.
- Freshness and volume alerts on daily loads, raised before reports are produced.
- Lineage from core systems to the final report, ready when the auditor asks.
Mining & energy
Mines, power plants and energy companies run many sites and many operational systems. Production, maintenance and finance data needs to land in one place and be watched as closely as the equipment.
Contact usCommon challenges
- Production, maintenance and finance data in separate site systems
- Sensor and equipment exports too large for spreadsheets
- Site and shift KPIs reported late, or counted differently per site
- No one notices when a site stops sending data
How we solve it
- Batch and streaming ingestion from every site into one central data platform.
- One copy of data for production reporting and forecasting models.
- Freshness alerts per site and source, so a silent feed is caught the same day.
- KPI monitoring for sites and shifts, with an incident timeline for each issue.
Holdings & conglomerates
Groups with many subsidiaries run many systems, many definitions and many versions of the same KPI. The full datager platform gives the holding company one view across companies, with a named owner for every dataset.
Contact usCommon challenges
- Each subsidiary runs its own systems and reporting calendar
- Group KPIs consolidated by hand in spreadsheets
- No agreed definition of revenue, margin or headcount across companies
- Unclear ownership when a group number is questioned
How we solve it
- A unified data lake that brings every subsidiary onto one store.
- Corporate data governance: shared definitions, named owners and quality rules across companies.
- Monitoring on every load that feeds the group dashboards, with alerts to the owning company.
Construction & materials
Builders and materials producers run plants, projects and supply chains that each keep their own records. Group decisions need that data in one model, with one definition for each KPI.
Contact usCommon challenges
- Project, plant and sales data in separate systems
- Cost and inventory figures that change with the source
- Group-level data infrastructure that grew without a plan
- KPIs that mean different things at different plants
How we solve it
- One model for plant, project and supply data at group level.
- Open tables that serve both BI dashboards and planning models.
- Monitored loads and KPI checks, so cost and inventory dashboards are current.
Hospitality
Hotel groups compare properties on occupancy and revenue every day. Those dashboards are only as good as the daily loads behind them, so the loads need watching too.
Contact usCommon challenges
- Property systems that export on different schedules
- Occupancy and revenue defined differently across properties
- Dashboards that look complete when a load has failed
- Little visibility into where a number came from
How we solve it
- Freshness and volume checks on every daily load from property systems.
- KPI monitoring on occupancy and revenue, with alerts to the owner.
- Lineage from each source system to the group dashboard.
Education
Universities and schools hold student, staff and operational data across admissions, learning and finance systems. We put it in one governed place, with shared definitions across faculties.
Contact usCommon challenges
- Student records spread across admissions, learning and finance systems
- Faculties counting enrolment and graduation differently
- No owner for datasets that several departments share
- Personal data without clear access rules
How we solve it
- A catalogue of student, staff and operational data, with an owner per domain.
- Shared definitions of enrolment, progression and graduation across faculties.
- Access policies for personal data, and quality rules on the records reports use.