If You’ve Already Tried Database Migration or Application Conversion
Many healthcare organizations try to modernize their systems through database migration or application conversion. However, if the process of database migration for healthcare is not handled properly, it can create serious operational, security, and compliance risks.
Common challenges include
That’s Where Our Migration and Conversion Solutions Come In
The Ispirer ecosystem includes tools designed for database migration, data migration, and application conversion.
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Database Migration Tool →
SQLWays
Database Migration
SQLWays automates database schema migration, converting tables, procedures, functions, and other database objects.
![SQLWays -- card image]()
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Apps Modernization Tool →
CodeWays
Application Conversion
CodeWays automates application conversion, transforming source code between programming languages and platforms to modernize legacy applications.
![CodeWays -- card image]()
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Data Migration Tool →
Ispirer Data Migrator
Data Migration
Ispirer Data Migrator handles data migration with high speed, strong security, and near-zero downtime.
PostgreSQL-side deployment, no middleware
Read-only connection to source DB
High-speed binary data transfer
Extended process monitoring
![Data Migrator -- card image]()
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ServiceWays
Expert Services
If you prefer additional support, you can take advantage of our database migration services or application modernization services. Our team will manage the entire project, including planning, transition, testing, and final validation, to ensure a smooth migration.
![ServiceWays -- card image]()
How Our Tools Simplify Database Migration and Application Conversion
Even if your team has never handled database migration or application conversion before, the process can be straightforward with the right tools. Our solutions automate key steps and reduce risks during system modernization.
More than 2K users use this way to
successfully convert their database
Assessment
- Obtaining access
- Project discussion
- Making migration plan
- Creating SOW
SQLWays
Database schema
Data migration testing
Data integrity testing
CodeWays
Embedded SQL
SQL scripts
APP source code
Database API
Manual review & corrections
- Manual corrections
- Internal testing
Functional testing
- Creating snapshots with data
- Testing APP and DB on snapshots
- Fixing all logical issues
Performance testing
- Performance testing
- Converted code review
- Code refactoring
- Extra code optimization
Data migration
- Prod data migration
Cutover
- Switching DB and APP
- Providing user access
- System startup
Step 1. Free Assessment and Planning
Start with an assessment using the InsightWays tool. It analyzes your current databases and applications and generates a detailed report that outlines the scope of the project, estimated timelines, and potential risks.
Step 2. Automated Migration and Conversion
The main tasks are performed with automated tools. SQLWays converts database schemas and database objects, while Ispirer Data Migrator transfers data between systems with minimal downtime. If application modernization is required, CodeWays converts legacy source code to modern technologies.
Step 3. Validation and Testing
After migration or conversion, the results are verified through testing and data validation to ensure that the migrated data remains accurate and the new system operates correctly in the target environment.
They chose to succeed
View all success stories
Tools Built for Healthcare Migration and Modernization
Healthcare system migration requires strong expertise in data security, regulatory compliance, and system stability. Here’s why healthcare organizations choose Ispirer.
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Secure Data Transfer
We protect the data transfer channel during migration. Data moves directly between source and target systems without third-party services, reducing the risk of unauthorized access.
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Business Continuity
Healthcare operations cannot stop. Our migration strategies minimize downtime and allow systems to continue running during the transition.
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Data Quality
Data validation and integrity checks ensure that patient and operational data remain accurate and consistent after migration.
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Speed and Automation
Our automated ecosystem accelerates migration and conversion. SQLWays performs database schema conversion, Ispirer Data Migrator transfers up to 250 GB of data per hour, and CodeWays automates application conversion from legacy technologies to modern platforms.
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Deep Technology Expertise
Our team has experience with both legacy and modern technologies, enabling reliable migration and modernization of complex healthcare systems.
The world’s most innovative companies are building their next big thing with Ispirer
DemandTec, Magnit, Worldline and more have adopted Ispirer Toolkit to boost their innovation life-cycle accelerate and manage their end-to-end innovation lifecycle
Talent Management
50%
Migration time reduction
1.365K
Lines of SQL code
8 Tb
of data
Oracle to PostgreSQL
MS SQL Server to PostgreSQL
"Ispirer Toolkit enabled a seamless migration of 8 TB of data and 1.36M lines of code from Oracle and SQL Server to PostgreSQL. The automation features reduced migration time by 50%, cutting costs and minimizing manual effort. The quality, precision, and support exceeded our expectations."
Retail AI / SaaS
7x faster
than manual conversion
250K
Lines of SQL code
~60 SQLJ
Procedures
IBM DB2 to PostgreSQL on Azure
"Ispirer is consistently praised for responsive, knowledgeable, and efficient support, with high and stable code quality maintained throughout the project (validated by unit test results). Most identified issues were fixed within one day, enabling smooth project integration."
Retail AI / SaaS
99%
Automation rate
1.500K
Lines of SQL code
6-month
Migration timeline
Oracle 19c to PostgreSQL
"Ispirer Team was very knowledgeable and professional in solving those challenges for us. They have closely worked with our internal team to find customized solutions for various conversion issues. With all these efforts we have managed to convert about 1.5million lines of code(1486831) and 99% of database objects, which will help us significantly to progress on our migration path."
Education
6-month
Migration time reduction
100K+
Lines of code
200+
COBOL programs
COBOL to Java
"Ispirer Toolkit enabled us to efficiently convert 200 COBOL programs with over 100,000 lines of code to Java. The tool produced high-quality, maintainable code, allowing our team to focus on infrastructure rather than conversion. Ispirer’s support was exceptional, often resolving issues within one business day."
Financial services
92%
Automation rate
14
Databases
6-month
Migration timeline
SQL Server 16 to Oracle
Sybase IQ 16 to Oracle
"As a result of the Ispirer–Loxon partnership, all SQL Server and Sybase IQ databases were consolidated into a single Oracle database, eliminating licensing costs and reducing operating expenses. With 92% automation, the migration was completed in just six months and cost 3–5 times less than a manual migration approach."
Real estate software
100%
Automation rate
400
Databases
10x faster
than manual conversion
SQL Server to PostgreSQL
"As a result of the project, the Ispirer Toolkit was enhanced to resolve multiple PostgreSQL conversion issues, helping prevent similar challenges in future migrations. After customizing the tool, the migration from SQL Server to PostgreSQL was fully automated, enabling all databases to be successfully migrated up to 10 times faster compared to a manual conversion process."
Automotive retailer
>1K
Files
400K
Lines of SQL code
2x faster
than migration with other vendors
COBOL to Java
"Using the Ispirer Toolkit, the client migrated a COBOL application with 400K lines of code and over 1,000 files to Java in just 12 months. As a result, the client received a modernized Java application in the shortest possible time and highly rated the Ispirer team for migration quality, speed, flexibility, and adaptive approach."
Healthcare Solutions
70%
Migration time reduction
650K+
Lines of SQL code
700+ tables
of data
SQL Server to PostgreSQL
"Ispirer helped us migrate 700+ tables and 650+ stored procedures from SQL Server to PostgreSQL, reducing development time by 60%-70%. The tool efficiently handled case-sensitive issues and frequent data changes. The excellent support made the process easy, fast, and effective."
Governmental
78%
Migration time reduction
200K+
Lines of code
12 TB
of data
Informix to Oracle
"Ispirer MnMTK was crucial to our successful database migration, converting 12 TB of data and 200,000 lines of SQL code. The tool outperformed other solutions, saving us countless hours. The support team was responsive and effective—money well spent."
Manufacturing & Fleet Management
55%
Migration time reduction
25K+
Lines of SQL code
> 150 tables
per database
Firebird to PostgreSQL
"Ispirer's Toolkit enabled the efficient migration of 150 tables and 25,000 lines of code from Firebird to PostgreSQL. The tool saved us time and reduced risks, while the Ispirer team provided excellent support throughout. Highly recommended for similar database migration projects."
IT Services
95%
Migration time reduction
4.000+
Stored procedures
200+
tables
Sybase to MySQL
"Ispirer’s tool allowed us to automatically convert 4,000+ procedures and 200+ tables from Sybase to MySQL with 95% success, saving a lot of time. The ability to customize the tool and the excellent support made the process smooth and efficient. Highly recommended!"
Enterprise software
50%
Migration time reduction
2 MLN
Lines of code
75%
Аutomation achieved
Progress ABL to C#
"We have found the Ispirer team to be knowledgeable and responsive, and we have found the tooling to be flexible enough to be easily adapted to our coding conventions."
Civil engineering and infrastructure
70%
Аutomation achieved
250K+
Lines of code
50%
Migration cost reduction
C/C++, AutoLISP to C#.NET
"We were impressed with the knowledge, professionalism, hard work, and enthusiasm of the Ispirer team. Through this Migration Project, we have a solid base for further expanding our application."
Start Your Healthcare Migration Project Today
Plan your database migration for healthcare with our experts, keep patient data secure, meet healthcare compliance standards, and unlock the capabilities of your new platform.
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Migration Expert
Deepen your knowledge with these reads
Tech Stacks for Healthcare IT: Databases and Backend Decisions that Shape the System
April 17, 2026
Tech stack decisions in healthcare are harder to change later. Here’s what to consider when choosing databases and backend architecture.
What is the Best Cloud for Healthcare?
March 24, 2026
An overview of major cloud platforms used in healthcare and the factors organizations consider when selecting infrastructure for medical systems and applications.
What is Data Migration in Healthcare? A Complete Guide
February 28, 2026
Healthcare data migration is a complex process that directly affects compliance, clinical accuracy, system stability, and continuity of care during IT transitions.
Best Practices for Migrating Legacy Healthcare Applications
February 19, 2026
How healthcare companies can modernize legacy systems while maintaining database stability, integration consistency, and regulatory alignment.
Database Cloud Migration in Healthcare Without Breaking Clinical Systems
February 03, 2026
We discuss why Healthcare databases are harder to move and how to migrate them without disrupting clinical workflows.
Data Migration Tools for Healthcare Data and the Challenges They Help Address
January 20, 2026
An overview of data migration tools for healthcare data, key differences between them, what to consider when choosing a tool, and how to prepare data and processes for migration.
FAQ: Healthcare Software Modernization
Want more details?
Request a consultation with our expert
How long does a typical healthcare data migration project take?
The duration depends on the volume of data, number of connected systems, and overall project complexity. In many cases, medical database migration projects take from several weeks to several months, especially when large clinical datasets and multiple integrations are involved.
How are sensitive patient records handled by healthcare data migration solutions when data comes from different systems and formats?
Healthcare organizations often store patient data across multiple platforms and formats. During data migration in healthcare industry, data is carefully mapped, validated, and transferred through secure channels to ensure patient information remains protected and usable in the target system.
How does healthcare data migration differ from standard enterprise data migration?
Healthcare systems contain complex clinical records, regulatory requirements, and specialized data types that are not common in typical enterprise systems. Data migration for healthcare software must account for patient records, clinical workflows, and strict data protection standards.
How data migration solutions for healthcare handle data standards like HL7, FHIR, and DICOM during migration?
Healthcare platforms rely on specific interoperability standards to exchange clinical information. During EHR and EMR database migration, these formats must be preserved or correctly transformed so that patient data remains compatible with other medical systems.
What techniques help prevent data loss during large database migration for hospitals?
Large healthcare migrations require careful planning and validation. A custom medical database migration approach typically includes staged transfers, automated validation checks, and schema mapping to reduce the risk of missing or corrupted records.
How is data integrity verified after migrating from legacy EHR or LIMS systems?
After migration, organizations run validation procedures to confirm that records remain complete and consistent. In medical data migration, this often includes record comparison, checksum validation, and testing within the target system.
How does automated mapping resolve terminology differences between medical databases?
Different healthcare systems may use different naming conventions or data structures. When converting medical applications, automated mapping aligns fields and terminology so that information remains consistent across the new environment.
