Data Integration
Enterprise
Legacy Modernization
Knowledge Transfer
Enterprise Data Integration Transformation
Client
Global Financial Services Firm
Company Size
Enterprise (10,000+ employees)
Duration
12 weeks
95%
Reduction in manual data work
Real-time
Data access (vs. 24-48h delay)
6
Engineers upskilled in modern data architecture
100%
Internal ownership post-engagement
The Challenge
Fragmented Data Infrastructure Blocking Decision-Making
A Fortune 500 financial services company struggled with data silos across legacy systems, preventing real-time business intelligence and causing critical delays in decision-making.
Key Pain Points
- Manual data reconciliation consuming 40+ engineering hours weekly
- 24-48 hour delays accessing critical business metrics
- Technical debt preventing adoption of modern analytics tools
- Knowledge concentrated in 2 senior engineers approaching retirement
Our Approach
12-Week Embedded Data Integration Bootcamp
We embedded a team of 3 engineers with their 8-person data team, working side-by-side to architect, build, and deploy a modern data platform while systematically transferring expertise.
1
Discovery & Architecture
Weeks 1-2- Comprehensive data source mapping across 15+ systems
- Architecture design workshops with internal team
- Technology selection aligned with team capabilities
- Success criteria and milestone definition
2
Embedded Development
Weeks 3-8- Daily pair programming with internal engineers
- Incremental pipeline development with continuous deployment
- Real-time knowledge transfer during implementation
- Code review sessions establishing best practices
3
Deployment & Handoff
Weeks 9-12- Production deployment with zero downtime
- Comprehensive documentation and runbooks
- Team training and capability validation
- Transition to independent operation
The Solution
Real-Time Data Platform with Complete Internal Ownership
A modern, event-driven data platform providing real-time business intelligence with full team capability to maintain and extend.
Technologies Used
Apache Kafka
PostgreSQL
AWS
Python
dbt
Airflow
Key Deliverables
- Unified data pipeline ingesting from all 15 source systems
- Real-time analytics dashboard for executive decision-making
- Automated data quality validation and alerting
- Comprehensive documentation and operational runbooks
"Mysios didn't just build our data platform—they transformed how our team thinks about and approaches complex integration challenges. The capability they transferred is invaluable."
Sarah Chen
VP of Data Engineering
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