1/2

Why Rule-Based Engines Still Beat AI for Database Migration | Join the webinar

2/2

Meet SQLWays AI Assistant | Learn more

serviceways-logo-with-title icon

Database, Application, and Data Migration Services

  • Cross-platform database migration
  • Full-cycle software development
  • Application modernization

From compact systems to solutions with hundreds of thousands of lines of code, our automation toolkit and engineering team carry the project from first assessment through to production — and beyond.

1000+ companies including Fortune 500 and Global 2000 use Ispirer solutions. Join the champions.

Paul Wurth
Epicor
ndex
Toyota
NTT Data
Continental Rubber Company
Bloxs
Staples
Ned Graphics
Splice Machine
Cardinal Health
demantec
Autobacs
loxon
Magnit
Canada Helps Org
University Of Maryland
Utah State University
WorldLine
Beckman Coulter
Comtron
E-Tabs
PrimeBank Kenya
Paul Group
Visma
Indra
Reply Technology
Eaton
HCLTech
Safran
  • 460M+

    converted lines of code

  • 3,000

    completed migration projects

  • 150+

    conversion directions

  • 27+

    years of migration expertise

  • 1,100+

    companies, incl. F500 and G2000

Our services

Ispirer provides the full spectrum of database, application, and data services under one roof. Each service closes a specific job: from first analysis of the source system to its evolution after the move to a new technology.

Assessment and migration strategy

Before migration starts, you need a clear picture of what you're moving and in what state. We analyze the source system — object volume and complexity, dependencies, critical points, risks — and return a realistic project plan with effort and timeline estimates.

  • Database and application assessment
  • Effort and timeline estimation
  • Migration strategy and target-state definition
  • Risk and compatibility analysis
Learn more

Modernization and migration — databases

Migrate and modernize your database infrastructure with minimal risk and maximum automation.

  • Database assessment and migration strategy
  • Heterogeneous database platform migration
  • Schema, SQL, stored procedure, and data type conversion
  • Data validation, reconciliation, and cutover support
  • Performance tuning and post-migration optimization
  • Data quality and consistency verification

Powered by Ispirer Toolkit — deterministic, rule-based conversion delivering 70–80% automated conversion out of the box, with conversion rules extended and customized to each project's requirements.

Learn more

Modernization and migration — applications

Transform aging applications into modern, maintainable, and scalable solutions.

  • Application assessment and modernization roadmap
  • Cross-language and cross-platform migration
  • Application re-platforming and re-architecture
  • Reverse engineering and business logic recovery
  • Application documentation
  • Automated test case extraction from source code
  • Refactoring, debt reduction, performance optimization

Powered by Ispirer Toolkit — the same deterministic conversion engine applied to application code, enabling structured cross-language migration at scale, with rules extended and customized per project.

Learn more

Full-cycle software development

For teams with a business requirement, product idea, or market opportunity that need a partner to design, build, launch, and evolve a solution from scratch.

  • End-to-end project management
  • Custom web, mobile, and desktop application development
  • Product discovery and business analysis
  • Solution architecture and technical design
  • Application documentation
  • UI/UX design
  • API development and third-party integrations
  • Cloud development, infrastructure support, including cost optimization
  • QA and test automation
  • DevOps, CI/CD, and cloud deployment
  • MVP development and rapid prototyping
  • Dedicated development teams and staff augmentation
  • Big Data, Data Lake, Data Warehouse, Data Governance, Data Strategy, Security, BI, and Reporting
Learn more

AI implementation

Practical AI solutions that improve operational efficiency.

  • AI readiness assessment and use-case discovery
  • AI strategy and implementation roadmap
  • LLM-based solutions and copilots
  • Intelligent process automation
  • AI-powered document processing, knowledge retrieval
  • Predictive analytics and decision-support solutions
  • AI integration into existing applications and workflows
  • AI prototypes, PoCs, and production deployment
  • AI transformation and AI governance
Contact us

Post-delivery support and services

Ongoing support, maintenance, optimization, and evolution after development, migration, or AI implementation.

  • Managed support: L1, L2, and L3
  • Application and infrastructure monitoring
  • Incident management and troubleshooting
  • Bug fixing, maintenance, and security updates
  • Performance monitoring and optimization
  • Cloud cost monitoring and optimization
  • Continuous feature development
  • Technical debt management and ongoing refactoring
  • Platform evolution and scalability improvements
Contact us

End-to-end migration, modernization, and development services — organized by project phase, so every stage from initial analysis to long-term evolution is covered.

More technologies. More possibilities.

We work across a wide range of databases and applications technologies.
View all migration directions

See what we can do for your technology stack

  • Oracle
  • SQL Server
  • Sybase
  • PostgreSQL
  • MySQL
  • PowerBuilder
  • Delphi
  • C++
  • COBOL
  • Progress 4GL
  • C#
  • Java
  • Oracle
  • SQL Server
  • Sybase
  • PostgreSQL
  • MySQL
  • PowerBuilder
  • Delphi
  • C++
  • COBOL
  • Progress 4GL
  • C#
  • Java

Project pricing

Project cost depends on the volume and complexity of the source system, the target technology, and the set of services required.

Cost drivers

  • System volume

    System volume

    Number of tables, lines of code, and database objects

  • Number of tables, lines of code, and database objects

    Number of tables, lines of code, and database objects

    Non-standard constructs, business logic, integrations, and dependencies

  • Timeline

    Timeline

    Desired delivery date and any need for accelerated migration

  • Scope

    Scope

    Migration only, or full cycle with testing, support, and training

  • Assessment first

    Assessment first

    We estimate cost after a pre-migration assessment, once we have real data on the system

Our estimation process

Estimation process

Get a realistic project cost based on your system, scope, timeline, and the specific requirements of your migration.

Calculate project cost

Get a tailored project estimate

Migration tools

The speed and quality of our services rest on the Ispirer toolkit.

Key advantage: we customize our tools to the specific migration direction and codebase. When a project brings non-standard constructs, we build new conversion rules and add them to the tool — so the next project with similar constructs is handled automatically. Expertise accumulates in a way that's hard to reproduce from scratch. These are our own products, refined on every project, not third-party solutions adapted to the task.

Assessment

Database migration

Data transfer

InsightWays

Assessment

Pre-migration assessment. Analyzes the source database — object volume, complexity, compatibility with the target — and gives a grounded effort estimate before work begins, so you can choose your migration strategy at the planning stage.

Use for free
InsightWays image

SQLWays

Database migration

The core automated migration tool, enhanced with an AI assistant. Converts database objects and SQL code, tuned to the specific migration direction. Automation reaches up to 95% depending on the project, with manual work applied only where genuinely needed.

Try for free
SQLWays image

Ispirer Data Migrator (IDM)

Data transfer

Data migration with near-zero downtime. Moves table content correctly across data types, encodings, and required transformations, using Change Data Capture to keep source and target synchronized to cutover.

Try for free
IDM image

Tools are customized per project, raising automation even for non-standard constructs.

Migration process

Whatever is being moved — data, database, or application — the process follows one logic. The depth of each stage changes, not its structure.

  1. System volume

    Analyze the source: volume, complexity, dependencies. Identify non-standard constructs and risks. Result: a grounded effort estimate and project plan.

    EFFORT ESTIMATED
  2. Planning

    Define scope, sequence, and the migration strategy.

    STRATEGY DEFINED
  3. Pre-migration preparation

    Set up environments and prepare the source for conversion.

    SOURCE PREPARED
  4. Automated migration

    Convert objects, code, and data with the toolkit.

    CODE & DATA CONVERTED
  5. Testing

    Validate converted objects and data against the source; confirm performance.

    QUALITY VALIDATED
  6. Deployment

    Cut over to the target with minimal disruption.

    MIGRATION COMPLETED
  7. Support and evolution

    Maintain and develop the system after go-live.

    SYSTEM EVOLVING

Discuss your project

Get expert recommendations for migrating and modernizing your system.

Discuss your project

Our modernization and migration approach

We select the right conversion approach based on business specifics, project scope, complexity, and risk profile.

  • Rule-Based

    Deterministic conversion

    Engine

    SQLWays, CodeWays

    Automation & coverage

    ~70–80% automated coverage out of the box, with the option to reach up to 90% through manual refinement, refactoring, validation, and QA

    What you get

    Predictable scope and timeline, stable and repeatable output

    Best for

    Well-defined, structured migrations

  • Recommended

    Hybrid

    Rules + AI-assisted refinement

    Engine

    SQLWays, CodeWays + AI

    Automation & coverage

    ~70–80% automated coverage, up to 90% with AI, reducing manual conversion, validation, and testing

    What you get

    Predictability of the rule-based engine + speed of AI, backed by the Ispirer expert framework

    Best for

    Complex or partially undocumented systems

  • AI-Driven

    AI-led analysis and delivery

    Engine

    AI engine

    Automation & coverage

    AI-led code and business logic extraction by Ispirer Migration Experts

    What you get

    AI-assisted refactoring, code generation and documentation, human-led QA, insights into undocumented logic and target design

    Best for

    Iterative modernization and innovation-driven transformation

The approach is defined during the Discovery Phase, based on business specifics, source system complexity, target state, timeline, and expected business value.

Delivery approach

A flexible delivery model applied across software development, database migration, application modernization, and AI implementation.

Business and technical assessment, requirements gathering, solution design, roadmap, delivery plan, and estimates.
ASSESSMENT COMPLETE

A focused, low-risk engagement to validate the proposed solution, technical feasibility, value, and expected outcomes.
FEASIBILITY CONFIRMED

Full-scale development, modernization, migration, integration, testing, deployment, and rollout.

Where automation hits a limit, Ispirer engineers add custom conversion rules, typically within 3–5 business days.

DELIVERY IN PROGRESS

Stabilization, monitoring, issue resolution, optimization, maintenance, and continuous evolution.
CONTINUOUS IMPROVEMENT
Delivery Model

Plan your migration with confidence

Get a clear delivery approach, and estimate based on your system and project goals.

The world’s most innovative companies are building their next big thing with Ispirer

Magnit, CardinalHealth, Worldline and more have adopted SQLWays to boost their innovation life-cycle accelerate and manage their end-to-end innovation lifecycle

Magnit logo
CardinalHealth logo
WorldLine logo
Utah state university logo
Paul Group logo
Ndex Systems logo

Oracle to PostgreSQL MS SQL Server to PostgreSQL

Migration project

50%

Migration time reduction

1.365K

Lines of SQL code

8 Tb

of data

Talent Management

"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."

SQL Server to PostgreSQL

Migration project

70%

Migration time reduction

650K+

Lines of SQL code

700+ tables

of data

Healthcare Solutions

"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."

Oracle 19c to PostgreSQL

Migration project

65%

Migration time reduction

1.500K

Lines of code

8 TB

of data

Payments & Financial Services

"Ispirer Toolkit helped us migrate 1.5 million lines of complex Oracle code to PostgreSQL, overcoming unique challenges with expert support. Their team provided customized solutions for a smooth transition. This migration is a key step in our cloud strategy, and we highly recommend Ispirer's services."

Informix to Oracle

Migration project

78%

Migration time reduction

200K+

Lines of code

12 TB

of data

Governmental

"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."

Firebird to PostgreSQL

Migration project

55%

Migration time reduction

25K+

Lines of SQL code

> 150 tables

per database

Manufacturing & Fleet Management

"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."

Sybase to MySQL

Migration project

95%

Migration time reduction

4.000+

Stored procedures

200+

tables

IT Services

"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!"

All testimonials

Why companies trust Ispirer

Choosing a partner for database, DBMS, or IT-system migration isn't only about price and timeline. It's about how well the team understands your system, what tools they work with, and what happens when a project doesn't go to plan.

  • Deep database expertise

    Database expertise icon

    Constant work with Oracle, MS SQL, Sybase, PostgreSQL and other platforms gives us inside knowledge of their specifics, limits, and non-standard constructs — the detail that determines migration quality and speed.

  • Hybrid approach

    Hybrid approach icon

    Our tools convert the straightforward code automatically, AI handles the tricky parts, and our experts finish and verify the rest — over 90% done without manual rewriting.

  • Automation first

    Automation icon

    Our own toolkit converts the bulk of every project automatically, cutting cost, error rate, and timeline.

  • Full cycle, one partner

    Full cycle icon

    Assessment, migration, testing, and support under one roof — no handoff between vendors mid-project.

  • Full transparency

    Full transparency icon

    Clear conversion reports and progress visibility, so you always know where the project stands.

  • Built for edge cases

    Built for edge cases icon

    27+ years and 3000 completed projects, including the edge cases that generic tools and teams can't handle.

Ready to discuss your migration project?

Tell us about your system — we'll estimate volume, timeline, and cost.

First consultation is free.

They chose to succeed

Achieving 95% automation in PostgreSQL database migration

Oracle, SQL Server → PostgreSQL

Target: PostgreSQL

PostgreSQL database migration -- case card

Project Scope

1 700 000 LoC

Project Duration

12 Months

Industry

Contingent Workforce Management

Sybase ASE to MySQL: 100% automated migration

Sybase ASE → MySQL

Target: MySQL

Sybase ASE to MySQL -- case card

Project Scope

300 000 LoC

Project Duration

12 Months

Industry

Financial Data Utility Provider

From Oracle to PostgreSQL: migrating 12 TB of data in 12 hours

Oracle → PostgreSQL

Target: PostgreSQL

From Oracle to PostgreSQL -- case card

Project Scope

500 000 LoC

Project Duration

8 Months

Industry

Provider of Emergency Response Solutions

All success stories

Useful articles

Guides on database, application, and IT-system migration.

Expanding Our Portfolio: Introducing Cybersecurity Services

Ispirer Security lab Launch
2 min read

Expanding Our Portfolio: Introducing Cybersecurity Services

AI-Driven Cloud Migration Services Companies: Cloud Migration Solutions for Legacy Modernization

AI-Driven Cloud Migration Services Companies
11 min read

Compare AI-driven cloud migration services companies that use automation to simplify legacy modernization and cloud migration projects.

To Be or Not to Be: Mainframe Modernization Dilemma, Challenges, Strategies, and Mainframe Modernization Tools

Mainframe Modernization Overview
20 min read

Mainframe modernization focuses on connecting legacy infrastructure with cloud platforms, APIs, and modern development practices while preserving critical business operations.

Top 6 Infrastructure Modernization Consulting Companies

10 min read

Discover top companies specializing in infrastructure modernization, cloud transformation, DevOps, and scalable enterprise IT systems.

Sybase to SQL Server Migration Challenges: 2026 Strategy

10 min read

Is your Sybase infrastructure at risk? Learn how to migrate Sybase to SQL Server with our expert guide on schema conversion, data transfer, and avoiding common migration issues.

Unlock Scalability and Innovation: Your Complete DB2 to Oracle Migration Guide

3 min read

Automation by Ispirer + Expertise by Path Infotech = Your Success

Outdated Software Risks: The Hidden Costs Undermining Modern Business Performance

10 min read

Legacy software can limit scalability, security, and business agility over time. Learn how outdated systems affect performance and why structured modernization is critical for sustainable growth.

Frequently Asked Questions

Get answers to the most common questions about migration and modernization services.

Want more details?

Request a consultation with our expert

Schedule a call

30 min of constructive conversation

How long does a migration take?

It depends on system volume and complexity. Projects with a relatively small codebase and standard constructs close in 1–2 months. Large systems run 3 to 10 months or more. For example, migrating 150,000 lines of SQL code from SQL Server to PostgreSQL with a C# application update took one month; converting 275,000 lines of C++ to C# took ten.

Exact timelines are always set after a pre-migration assessment — without analyzing the source, any estimate is approximate.

Ispirer Data Migrator moves data with integrity checks in place, comparing source and target so nothing is lost or corrupted. For live systems, Change Data Capture keeps both sides synchronized until cutover, so no writes are dropped between the initial load and go-live.

Up to 95% on database migration with SQLWays for typical projects, with the remaining edge cases handled through project-specific rule customization rather than manual rewriting. The exact figure depends on the source, target, and how many non-standard constructs the system contains.

We build new conversion rules for them and add them to the toolkit. The construct is then handled automatically — on your project and on the next one with similar constructs. This is how our expertise accumulates.

Both. SQLWays and Ispirer Data Migrator cover the database and data side; CodeWays converts application code — source, embedded SQL, business logic, and database APIs — across languages and platforms.

No. Ispirer handles the conversion and supports your team through validation and cutover, so you don't need in-house expertise in the target platform to migrate successfully.

After a pre-migration assessment. Once InsightWays has measured the source system — object volume, complexity, and compatibility — we quote a fixed price before any work begins, so there are no surprises on the invoice.