
Investor DNA & Next Best
Offer
Building deep investor understanding to personalize engagement, drive retention, and optimize product targeting.
- Unified 11M+ investor folios into a single-source cloud data platform.
- Enabled self-service analytics and eliminated RTA dependency for processed data.

Sales & Distribution Enablement
Enable smarter targeting, performance tracking, and agent nudges with data-driven sales analytics.
- Created Distributor 360 and automated campaign engine across 80+ KPIs.
- Boosted decision speed with report refresh time cut from ~20 days to 1 day.

Market & Reference Data Feeds
Ingest, normalize, and serve live market and reference data across downstream channels at scale.
- Developed Investment IBOR with near real-time data availability.

Robust Data Foundation for Gen AI
Rationalize, migrate, and modernize legacy warehouses into cloud-native, AI-ready data platforms.
- Migrated 200TB+ data across 28+ AMCs with 95% TAT reduction.
- Brought brokerage processing time down from 6–8 days to <8 hours.


Data Observability and Platform Monitoring
Unified observability and monitoring improved incident management, reduced response times, and enhanced productivity for a leading global investment firm.

On-Prem DWH Migration to Cloud for Enterprise Data
A modern cloud data platform delivered real-time insights, self-service BI, and regulatory reporting with 25x faster turnaround for a top investment manager.

On-Prem DWH Migration to Cloud
Migrated and consolidated data for 28+ AMCs, cutting licensing costs and enabling real-time reporting and analytics for Southeast Asia’s leading RTA.