Modernization,
aligned to your business pace

Legacy systems carry decades of accumulated decisions. We don’t just convert code. We understand the system first, then rebuild it intentionally.

Modernization quantified

pages modernized
in 6 weeks
Upto 0 +
Oracle licensing costs eliminated
~$ 0 M
Cognos reports modernized in 4 months
~ 0 +
Annual licensing
costs saved
~$ 0 M

The cost of legacy complexity: Black boxes, even to AI.

Years of decisions, patches, and undocumented logic are buried inside legacy systems. Business rules are scattered across code, dependencies are unclear, and critical knowledge lives with a few people. AI can read the code, but without context, it can’t fully understand how the system works.

Code Is Not the Same as Context

Legacy code carries decades of context. Workarounds become dependencies. Functions become contracts, enforcing rules between systems and teams that may no longer exist.

AI Translates Syntax. It Doesn’t Recover Intent.

Converting COBOL to Java or PL/SQL to Python moves code to a new language. But the structural decisions, edge cases, and implicit logic move with it. Technical debt is not removed. It is simply reformatted.

Speed Without Judgement Fails

The faster systems move without understanding the underlying logic, outcomes become fragile. Downstream failures, incorrect calculations, and silent breaks surface under real-world conditions, when the cost of fixing them is highest.

Modernization in action, proven by outcomes

Modernization is a Design Decision, Not a Translation Exercise

“Speed, without architectural judgement, compounds risk.”

Modernizing legacy systems isn’t a translation problem, it’s a design decision. This point of view makes the case against AI-based code conversion, arguing that lifting and shifting legacy code into a new stack only reformats technical debt rather than eliminating it. Instead, the EXIQO Greenfield-First methodology rebuilds systems with architectural intent, understanding legacy behavior first, then designing what comes next with clarity and the capacity to evolve.

A fundamentally
Different Way to Modernize

Most modernization fails not because of bad technology, but because no one truly understood the system before touching it. We fixed that.
We do not touch a line of code until we have mapped the system and validated every dependency.

Reverse engineering first

AI maps the system, but engineers guide the process. Logic, dependencies, and risks are surfaced automatically, then validated by human experts before any change begins.

Validation at the Core of AI Execution

One agent builds. Another validates. Together, they ensure every outcome is accurate, consistent, and aligned with intended behaviour.

Glass box transparency

Complete visibility into your system before modernization begins, so nothing is hidden and no surprises emerge later.

Modernize what's holding you back.

Mainframe modernization

MAX - Mainframe accelerator - for COBOL, AS/400 & JCL

Max reverse engineers tribal knowledge by analyzing 30-year-old code to generate documentation and product requirement documents. It captures business logic, edge cases, and hidden dependencies, not just syntax.

Real Impact

A major insurer documented a 25-year-old claims system in six weeks, producing 400+ pages of functional documentation that had never existed before.

Oracle modernization

Oracle Liberator - License cost elimination - PL/SQL to open stack

Converts proprietary Oracle logic to modern open-stack equivalents such as PostgreSQL, Apache Spark, or cloud-native platforms, while preserving business rules, data relationships, and performance characteristics.

Real Impact

A financial services firm eliminated $2.3M in annual Oracle licensing costs by migrating 400+ stored procedures to PostgreSQL in 4 months.

Data estate modernization

ESTAITEX –Data estate modernization platform

AI-powered platform that analyzes data estate complexity, preserves business logic and semantics, then accelerates modernization cycles by ~50%, from legacy BI tools to modern open-stack equivalents.

Real Impact

A global retail company modernized up to 400+ Cognos reports to Power BI in 4 months, eliminating ~$1.2M in annual licensing costs while preserving all business logic and achieving pixel-perfect validation across dashboards.

Built to accelerate.
Ready to deploy.

AI Accelerator

ESTAITEX

AI-powered platform that analyzes data estate complexity, preserves business logic and semantics, then accelerates modernization cycles by 30-50%—from legacy BI tools to modern open-stack equivalents.
Faster migration
0 %
Efficiency gain
0 %
Workload Performance
0 %+

Principles built for the moments that matter most.

Six principles. Each one doing exactly what it promises.

No surprises post-migration

Everything is mapped before anything changes, so what you see upfront is exactly what runs later.

Your legacy IP is secured

What’s in your system gets documented and preserved, so nothing critical is lost along the way.

Predictable outcomes

Up to 60% less manual variation, fewer unexpected issues, and results that stay consistent across delivery.

Immediate ROI

Licensing often accounts for ~25% of total IT spend. We focus on reducing that cost from the start.

AI supports. People decide.

AI helps accelerate the work, but key decisions stay with trained agents. Human checkpoints at every critical step.

Built to evolve

Clean-slate architecture means no inherited constraints. The system grows with you, not against you.

What’s new from ​EXIQO™

R Systems launches EXIQO™

R Systems launches EXIQO™

EXIQO™, the AI Studio by R Systems combines enterprise context,…

We are R Systems

RSI is a trusted software engineering and digital transformation services partner to global enterprises navigating technological change. RSI enables technology companies, SaaS platforms, and enterprises to solve real-world challenges, accelerate time to market, and scale AI-driven innovation across the full software development lifecycle and business automation. With proven AI fluency at every layer of the technology stack, RSI helps clients not only adopt AI, but operationalize it, embedding intelligence into products, platforms, and processes. RSI’s AI Studio, EXIQO, brings together AIEV-trained engineers (RSI’s proficiency-based certification framework across AI, to drive engineering velocity) and the enterprise-ready Optima AI platform to orchestrate and deliver AI-led transformation.

Curious how we modernize?
Let us show you.


    Know where you stand.
    Know what to modernize first.