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AI engineering velocity that gets
AI into production

A complete setup of agents, practitioners, and proven methods to build, run, and scale AI in the real world.
Activate AI Velocity

Teams that operationalize AI successfully see

2–3×

Faster to
production

40–70%

Less development
time

50%+

Higher delivery
predictibility

ZERO

Uncontrolled
AI risk

Discover more real-world impact

The execution gap in AI

AI isn’t the problem. Turning it into production at scale is where most teams fall behind.

Pilots that never
ship

Things start strong and then slow down. Tools keep getting added, but getting to production takes months, if it happens at all.

Ideas Not
Going Live

Teams spend time testing ideas, but struggle to turn them into something real and usable in production.

Governance added too late

Early wins don’t scale. Risks are overlooked at the start, and controls are added only after problems show up.

Proven in production

Read the Stories

AI agents that fit your workflow

As AI adoption scales, the real challenge lies in structure, governance, and control, not just capability. This point of view introduces a methodology for designing AI agents as structured digital teammates, each scoped to a defined role, governed by embedded guardrails, and built on modular architecture to deliver measurable outcomes at enterprise scale.
See How It Works in Practice

Modernize what's holding you back.

Mainframe modernization

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

Max reverse engineers tribal knowledge by reading 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 6 weeks — 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 — PostgreSQL, Apache Spark, or cloud-native platforms — while preserving all 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 — BI/Analytics to modern stack

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.

Real Impact

A global retail company modernized 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.

Assess my modernization readiness

Everything required to turn AI into real, production-grade execution

AI engineering velocity

The operating system for AI execution. Combining platform, practitioners, and proven methods to move engineering teams from scattered experimentation to consistent, production-ready delivery.

OptimaAI platform

The execution layer across the entire SDLC. Powered by 1,500+ assets, 150+ agents, and 18 industry blueprints ready to deploy.

AIEV-trained practitioners

Engineers trained in real production environments, combining speed with built-in governance so every outcome is controlled, compliant, and ready for scale.

Human-in-the-Loop (HITL)

Control built into execution, not added later. AI drives speed, while human judgment ensures every critical decision stays aligned, accountable, and safe.

Modernization accelerators

Purpose-built tools to modernize without disruption. Transform legacy systems, reduce cost, and preserve business logic while accelerating timelines.

See where your AI execution stands

The engine behind real AI execution

Accelerators built to compress timelines, simplify complexity, and fast-track AI delivery.

AgentForge

Launch agents fast without starting from scratch

ConnectorKit

Plug into your existing tools instantly

GuardRail Engine

Security and compliance baked in

KnowledgeHub

Ground every agent in your own data

OrchestrateAI

Coordinate agents across complex workflows

HumanGate

Keep humans in control where it matters

InsightOps

Full visibility into every agent action

EvalKit

Test before you ship.
Every time

MAX

Document 30-year-old legacy systems in weeks

Oracle Liberator

Cut Oracle licensing. Keep every business rule

ESTAITEX

Modernize your data estate
30–50% faster

Talk to the EXIQO ninja, not the sales deck

30 min. Bring your stack and your biggest blocker. We’ll show you where agents fit.
  • No pitch. Real conversation.
  • We review your toolchain beforehand
  • Leave with a baseline framework
Schedule a 1 : 1 with an EXIQO expert

What’s new from ​EXIQO™

Report – Everest Group & R Systems: Agentic AI 2026 – The Midmarket Playbook for Scale

Report – Everest Group & R Systems: Agentic AI 2026 – The Midmarket Playbook for Scale

Grounded in data from ~200 mid-market enterprise leaders.

Read more
R Systems launches EXIQO™

R Systems launches EXIQO™

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

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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.

Know more about us

Ready to move at velocity?
Let's make it happen.


    Let's assess where your
    Engineering velocity stands.