Fragmented sources
RightAngle, Chrome River, Workday and Oracle EBS Cloud lived in disconnected silos.
Azure Data Factory + Databricks
A unified data platform for the road ahead.
Modernizing invoice, HR and payroll data into a governed Azure Databricks Lakehouse for finance and HR operations across the U.S.
Explore the case study Oil & Gas · Enterprise modernization
75%faster invoice processing
45%less reconciliation effort
3×faster time-to-insight
99%payroll & HR accuracy
01 / The challenge
Fragmented.
Batch-bound.
Ready to change.
Disconnected invoice, HR and payroll systems limited visibility while duplicated data and infrastructure drove up cost.
24-hour delays
Nightly batch jobs held back invoice, payroll and headcount visibility.
Inconsistent data
Vendor, employee and GL records lacked a consistent master data layer.
High platform cost
Legacy infrastructure and duplicate copies inflated storage and compute spend.
02 / The solution
One governed lakehouse.
Every critical system.
Azure Data Factory and Databricks form a single hub, unifying operational data and turning it into trusted assets for analytics and machine learning.
01
Azure Data Factory
Orchestration & ingestion
02
Databricks
Lakehouse & ML
03
Workday
HR & payroll
04
Oracle EBS Cloud
ERP & financials
05
CluedIn
Integration & MDM
03 / Architecture
The lakehouse at the center.
From source systems to governed, analytics-ready data.
LAYER 01
BRONZE — Raw
RightAngle invoicesChrome River expensesWorkday HR / payroll
LAYER 02
SILVER — Cleansed
Data quality rulesVendor & employee matchingDeduplication
LAYER 03
GOLD — Curated
Spend analyticsPayroll dashboardsAnomaly detection
04 / Control & scale
Built to be trusted.
Built to be reused.
Shared controls and templates make the secure path the fastest path—across every team and pipeline.
Unity Catalog
Fine-grained access across every table and workspace.
Azure Key Vault
Centralized secrets, credentials and encryption keys.
Purview lineage
Automated tracking from source through consumption.
Observability
Live pipeline health, data quality and SLA alerts.
Reusable templates
Standard ADF pipelines, notebooks and ingestion patterns.
05 / Business impact
Measurable outcomes
Speed unlocked.
Trust engineered.
Faster invoice processing
From batch reconciliation to near real-time visibility
01Lower reconciliation effort
Automated vendor and employee matching
02Faster time-to-insight
Reusable finance and HR analytics pipelines
03Payroll & HR accuracy
Consistent, deduplicated records
0406 / Why USMicro
Expertise from strategy through scale.
Certified specialists and a global delivery network bring deep Azure, Databricks and regulated-industry experience to every engagement.
Certified expertise
U.S. + India delivery
Data engineering depth
Regulated-domain fluency
Delivery capability
01
Advisory
02
Architecture
03
Engineering
04
Testing & QA
05
Deployment
06
Hypercare
Your platform. Ready for what’s next.