Strategic Analytics
Insights
How historical engineering knowledge is being discovered, reused and governed — measured across projects, disciplines and regions.
Knowledge reuse rate
38%
+31% QoQAssets reused across new commissions
AI search adoption
2,410
+18% MoMMonthly active users of semantic search
Avg. retrieval time
3.4 min
−62%Down from 8.9 min pre-platform
Data quality index
91
+4 ptsWeighted across governed domains
Most reused historical projects
Assets referenced in new commissions (last 12 months)
Most searched engineering disciplines
Share of semantic queries
Data quality trend
Weighted quality index across governed domains
Knowledge Opportunities
Actions that would raise reuse and catalog coverage
- 42 projects contain uncatalogued engineering drawings.
- 18% of historical GIS assets are missing standardised coordinate metadata.
- Knowledge reuse increased 31% this quarter.
- 27 datasets have no assigned business owner in the Water domain.