AI-assisstant powered migration
Сomprehensive migrations delivered via deterministic engines, AI-assissted refinement, and a full-cycle conversion approach tailored to your requirements
3000+
Successful projects
Beyond AI: Why Rule-Based Engines Still Beat AI for Database Migration
Meet SQLWays AI Assistant: the New Database Migration Feature that Reduces Post-Migration Optimization Effort by up to 50%
Ispirer Is Now Live on AWS Marketplace: Start Your Database Migration Journey with a Free Trial of SQLWays
Ispirer Toolkit Has Been Recognized as a Top 2025 People's Choice Stevie® Award for Favorite New Product
Ispirer Toolkit Has Been Recognized as a Top Digital Process Automation Solution at the 2025 American Business Awards®
Migrate Sybase and Microsoft SQL Server T-SQL to Java. Keep Your Business Logic Safe!
SQLWays Redefined for the Web: Migrate Your Complex Legacy Systems with Just a Few Clicks
Introducing Ispirer Data Migrator (IDM): an Enterprise-Grade Solution Designed for Streamlined Data Migration
Ispirer Toolkit Wins the 2025/26 Cloud Awards for Best Cloud Migration or Systems Integration Solution
1100+ companies including Fortune 500 and Global 2000 use Ispirer solutions. Join the champions
Ispirer Ecosystem
InsightWays
Your way to prevent costly migration delays and failures
Metrics
Your way to accurately estimate migration scope, cost, and complexity
SQLWays
Your way to eliminate manual tasks and migration risks
CodeWays
Your way to refuse middleware and upgrade application
ExpressWays
Your way to instantly convert code and test migration scenarios
Your way to migrate data with near-zero downtime and full control
ServiceWays
Your way to reduce costly migration risks using the right tools and experts
ExpertWays
Your way to handle complex migrations with expert support
Cloud your way
Choose the cloud that fits your goals — with automated migration, modernization, and expert support.
Gooole Cloud
Take advantage of the Google Cloud Database Modernization Program
AWS
Discover our tool-driven methodology to move your data infrastructure to AWS
Oracle Cloud
Unlock a streamlined path to modernize databases on Oracle Cloud
Azure
Modernize your systems on Microsoft Azure with seamless migration
Our modernization and migration approach
We select the right conversion approach based on business specifics, project scope, complexity, and risk profile.
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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
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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.
Customized software, designed just for you!
The customization of Ispirer Toolkit for your project allow you to achieve the optimal level of automatic conversion.
How it works:
Turning challenges
into tailored solution
Customization that unlocks full speed
Boost code conversion
speed up to 10x
Start your automation way now!
The world’s most innovative companies are building their next big thing with Ispirer
DemandTec, Magnit, Worldline and more have adopted SQLWays to boost their innovation life-cycle accelerate and manage their end-to-end innovation lifecycle
Ispirer Mission
We help businesses to break free from the limitations of their legacy software infrastructure by providing expert migration services and automation tools which significantly accelerate the transition process and thus make it much more affordable.
CEO, Ispirer Systems
Ispirer news
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Ispirer Migration Support Community
Ask questions. Find answers. Connect with Ispirer support.
What databases, applications, and cloud platforms do you support?
On the database side, sources include Oracle, Microsoft SQL Server, DB2 (LUW, AS/400 and z/OS), Sybase ASE, ASA and IQ, Informix, Teradata, Progress, MySQL, MariaDB, PostgreSQL, Firebird and InterBase. Targets run from Oracle, PostgreSQL, MySQL, MS SQL Server and MariaDB through cloud and analytical platforms: Amazon Aurora and Redshift, Azure SQL Database and Synapse, AlloyDB, Spanner, Snowflake, SAP HANA, Greenplum and CockroachDB.
For applications, CodeWays converts COBOL, PowerBuilder, Delphi, C/C++, Visual Basic, Pascal, Informix 4GL, Progress 4GL and PL/I into Java, C#, Python, VB.NET or JavaScript, together with the SQL embedded in that code.
Every pair we support is listed under supported migration directions.
Deployment-wise, we migrate to AWS, Microsoft Azure, Google Cloud and Oracle Cloud Infrastructure, as well as on-premises and hybrid environments. If your technology isn't on the list, it's still worth asking: our migration services team regularly works with platforms the toolkit doesn't cover out of the box.
How does Ispirer pricing work?
Pricing follows what you migrate rather than a per-seat subscription. Self-service licenses are sized by volume — number of objects, lines of code and data — and by how long you need them. Data-only migration starts at $45 for a month, SQL and data licenses start at $395, and annual options bring the monthly cost down. Volumes scale from roughly 100 to 600 tables and 50 to 600 GB. Current tiers and inclusions are on the pricing page.
Larger projects, typically from 201 objects upwards, move to a Full Support plan with production-level support and a custom quote. Customization of conversion rules is quoted case by case, since it depends on how unusual your code is.
Migration services are always quoted per project. The estimate reflects the migration direction, code volume, complexity and duration, so it follows an assessment rather than a price list. Request a quote today to receive a tailored evaluation based on your project parameters. Our assessment tools stay free, so scoping costs you nothing.
Should I choose Ispirer software tools or a fully managed migration service?
It comes down to who has time to run the project. With SQLWays and a developer on your side, the tool can convert 75–95% of SQL code on most directions, and a developer using it moves 3,000–5,000 lines a day where manual rewriting manages 300–400. Your team keeps full control, and we tune conversion rules when something specific to your schema shows up.
A managed project suits tight deadlines, an unfamiliar target platform or a team already busy with its own roadmap. Our engineers take the migration through all seven stages, from assessment and schema conversion to testing, performance tuning and cutover — that's ServiceWays.
Many customers land in between: tools for the bulk of the work, our experts for stored procedures, embedded SQL or performance. If you'd rather see evidence before deciding, we can convert a code sample as a proof of concept, and the case studies show how both models played out on real projects.
How do I know the scope and complexity of my project before it starts?
Start with the free assessment tools. InsightWays connects to your database in read-only mode and returns an inventory: objects by type, lines of code, the SQL constructs in use, and anything missing or broken.
That report is what turns guesswork into a plan: complexity scoring drives the timeline, the tooling choice and the budget. Procedural code, not data volume, usually sets the schedule, which is why the object inventory matters more than the size of your database.
From there you can go deeper with a database audit, which flags inefficiencies and risks before conversion begins, or ask for a proof of concept on a sample of your own code. Either way, you get a migration plan and a statement of work before the main project starts.
For application conversion, the approach is similar. You can start with our free Metrics tools to gather initial data. However, application code naturally requires a higher degree of expert analysis — without it, the margin of error in your estimate can be too high to rely on.
How does the toolkit access my databases, and is my data secure?
The toolkit runs inside your own environment on Windows, Linux or Unix, on-premises or in your cloud. It connects to the source through ODBC and loads the target with native utilities, and it works with read-only privileges on the source, so the original system stays untouched. Your data stays in your environment, and InsightWays runs without an internet connection at all. Details sit on the SQLWays page.
Data migration follows the same principle. Ispirer Data Migrator is a direct-connection tool with no middleware in between, and its change data capture works from a read-only connection without touching transaction or redo logs.
On the organizational side, we maintain an information security management system aligned with ISO 27001, and every project discussion starts with a signed NDA. Where AI features are involved, they can run on a local model, so code and schema stay within your infrastructure — which matters in regulated environments.
How fast is the migration, and how do you ensure zero data loss?
Conversion moves at 3,000–5,000 lines of code per developer per day with the toolkit, against 300–400 by hand. For data, SQLWays reaches up to 60 GB per hour, while Ispirer Data Migrator gets to 250 GB per hour on Oracle to PostgreSQL by combining foreign data wrappers with parallel multithreading. Stream counts are limited by your hardware rather than by the tool, so real figures depend on your architecture.
Protecting the data is a matter of sequencing. The schema goes first, then data loads in phases while change data capture keeps replicating inserts, updates and deletes until replication lag reaches zero. The cutover window shrinks to seconds, because the target is already current when you switch.
Validation runs at every checkpoint against the full dataset rather than a sample, and both systems can run in parallel until the target returns identical output on every query. On managed projects, functional, regression and performance testing are part of the migration process, and we keep the parallel run going longer than most teams expect.
Can I test the Ispirer Toolkit on my own codebase for free?
Yes, and you can start on your own. A free license takes two weeks and no credit card. The database migration edition converts up to 20 objects, 1,500 measured lines of code and 2 GB of data on one machine; the application conversion edition covers 5 scripts and 1,000 lines. You can request up to two free licenses per database pair, which is enough to convert a representative slice of your own schema and judge the output. Grab one through Try for Free.
How do Ispirer tools convert stored procedures, triggers, and application code?
Through a parser and compiler-based engine rather than regex pattern matching. Source code — PL/SQL, T-SQL, COBOL, Delphi, PowerBuilder — is parsed into an abstract syntax tree (AST) that captures its structure, data flow and control flow. That's what makes semantic conversion possible instead of text substitution.
The tree is then mapped through thousands of configurable conversion rules. Procedural constructs, exception handling, variables and proprietary built-in functions each get a semantically equivalent target construct.
Generation comes last, emitting readable code for both the target SQL dialect and the application language.
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