Data Migration & Reporting
Structured data migration from legacy systems with validation, cleansing and transformation. Dashboard and reporting layer design for leadership visibility.
Problems This Service Solves
Dirty Data Ships to New System
Migration projects focus on moving data, not cleaning it. The new CRM is polluted with duplicates, outdated records and inconsistent formatting from day one.
No Executive Visibility
Leadership asks for a dashboard and gets a spreadsheet export. Real-time visibility into pipeline, performance and trends does not exist.
Reports Take Days to Produce
Finance, sales and operations teams manually compile reports from multiple sources every month. By the time leadership sees the numbers, they are already outdated.
Migration Downtime Kills Business
Legacy system is shut off before the new system is truly ready. Users lose access to historical data. Business continuity is compromised.
What Is Covered
What You Receive
Migration Planning
- Data inventory with volume, quality and complexity scoring
- Migration strategy document with approach rationale
- Field-level mapping and transformation specification
- Data cleansing rules and deduplication logic
Execution & Validation
- ETL process design and test execution plan
- Migration rehearsal report with error analysis
- Go-live cutover checklist and rollback procedure
- Post-migration validation report with data accuracy metrics
Reporting Layer
- Executive dashboard suite with KPIs and trends
- Operational report templates for each department
- Self-service reporting guide and training
- Report governance and data dictionary
How It Works
Data Discovery & Quality Assessment
I inventory every data source, assess quality (completeness, accuracy, consistency, timeliness), identify duplicates and map relationships. Bad data in the source means bad data in the target — I make the quality visible before migration begins.
Strategy & Mapping
I design the migration approach — big bang, phased by entity, or parallel run. I create detailed field mappings, transformation rules and cleansing logic. Every source field traces to a target field with a defined transformation.
Rehearsal, Validation & Go-Live
We run multiple migration rehearsals in a sandbox environment, validating record counts, relationship integrity and data accuracy at each step. Go-live is executed with a detailed cutover checklist and a tested rollback plan.
Dashboards, Reports & Self-Service
I design executive dashboards that show the metrics leadership actually cares about — not vanity metrics. Operational reports are built for each department, and I train power users on self-service reporting.
Common Questions
What systems can you migrate data from?
Excel, legacy CRMs (Salesforce, Dynamics, SugarCRM), ERP systems, custom databases, flat files, and cloud applications. The approach adapts to the source — the rigor of validation stays constant.
How do you prevent data loss during migration?
Multiple safeguards: full source backups before any touch, sandbox rehearsals with record-count validation, relationship integrity checks, sample-based accuracy testing, and a tested rollback plan for go-live.
Can you clean data before migration?
Data cleansing is integral to my process, not an afterthought. I define deduplication rules, standardization formats, enrichment logic and validation checks. Cleansed data is the only data that ships.
How long does a typical migration take?
Small datasets (under 50k records) with simple structure: 2-3 weeks. Enterprise migrations with complex relationships, multiple sources and heavy cleansing: 8-16 weeks. I will give you an honest estimate after discovery.
Do you build real-time or scheduled dashboards?
Both. Real-time dashboards for operational metrics (ticket volumes, pipeline status). Scheduled reports for trends and executive summaries (weekly sales, monthly compliance). I design based on decision velocity needs.
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Ready to Get Started?
Let's discuss how Data Migration & Reporting can address your specific challenges. Every engagement starts with a no-obligation discovery call.