We partnered with a leading global fiduciary fund to build an in-house enterprise data platform—uniting thousands of sources, enforcing fine-grained governance, and enabling faster, better-audited investment decisions at scale.
1000s of sources
Unified ingestion
Fine-grained
Access controls
Multi-year
Platform rollout
Rolled out over a multi-year program to serve investment, risk, and operations teams.
Bronze/Silver/Gold architecture with automated quality checks and lineage so teams could trust what they used.
Fine-grained entitlements and centralized policy enforcement to satisfy regulatory obligations.
Auto-retries, roster-based alerts, and partial-write cleanup improved reliability.
Timely, high-quality data; improved collaboration; and scalable performance for heavy workloads.
Across business units reduced confidence and slowed time-to-decision.
Thousands of heterogeneous sources with limited interoperability.
Inconsistent entitlements and manual, burdensome compliance reporting.
Strained performance and agility.
Create a trusted, scalable platform that accelerates research, reporting, and investment decisioning—without compromising governance.
For investment and business teams.
& lineage to reduce compliance overhead.
& collaboration across domains and workloads.
Pull from thousands of sources into a governed Raw Zone, handling structured, semi-structured, and unstructured formats.
Standardizes transformation into business-ready layers with a Bronze→Silver→Gold pattern.
Automated DQ checks and monitors baked into pipelines.
Table-level controls and centralized policy enforcement.
End-to-end traceability and faster dataset discovery.
Auto-retry, roster-based alerts, and partial-write cleanup.
Slow joins across fragmented stores; unclear provenance.
Curated Gold tables with lineage; faster iterations and shared confidence.
Manual reconciliations and late extracts; frequent failures.
Orchestrated pipelines with auto-retries, roster-based alerts, and clean recoveries.
Ad-hoc entitlements; high audit overhead.
Fine-grained access + centralized policies; automated evidence reduces burden.
Teams access high-quality datasets on time.
One platform bridging business and technology.
Automated governance and auditable lineage.
Auto-scaling & parallel processing handle heavy workloads.
Faster pipelines and consistent definitions turned data into an investable asset.
Entitlements, lineage, and evidence eased audits and reduced operational risk.
Mesh governance let domains move independently on a shared, reliable backbone.
Download the detailed institutional investor case study with architecture diagrams, metrics, and implementation playbooks.
All metrics and results presented are anonymized and represent aggregated outcomes across engagements in the institutional investment domain.