Agentic AI for Legacy Modernization

Your legacy,
finally
understood.

MIRA is the Modernization Intelligence & Reasoning Agent — an agentic system built on 10+ years of structured legacy knowledge that actually knows your codebase.

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500M+
Lines Transformed
50+
Enterprise Deployments
10+
Years of R&D
18→6wk
Months to Weeks
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MIRA Codex Studio — Live Session Get Access
MIRA in Action

Watch a live modernization

340,000 lines of COBOL to Java Spring Boot in 72 hours. Discovery, transformation, and testing — all via natural language.

See How It Works ↓
The Status Quo

Why Generative AI
(GenAI) / LLM fails

"I paste my COBOL into ChatGPT. It gives me plausible Java. It's wrong in ways I won't discover until production."

Generic LLMs see code snippets. MIRA sees your 40-year interconnected ecosystem — every dependency, every undocumented business rule, every calling program.

No Context

They see snippets, not the 40-year interconnected ecosystem your business depends on.

Hallucinations

They invent dependencies, business rules, and transformation paths that don't exist.

No Memory

They forget what PROC-WIRE-001 does across 47 calling programs by the next prompt.

No Execution

They suggest process but cannot convert, test, or deploy a single line of real code.

Built on Proven Technology

Three engines.
One agent.

MIRA unifies SOTERIA, APPDATE, and KÍRKĒ into one continuous, context-aware modernization workflow — no handoffs, no hallucinations.

Discovery Engine

SOTERIA

Parses your entire legacy ecosystem into structured JSON metadata. Every dependency, interface, and complexity score — precisely mapped in 48–72 hours.

  • Full dependency graph generation
  • Business rule extraction
  • Complexity & risk scoring
  • Missing artifact detection
Transformation Engine

APPDATE

Battle-tested transpilers handling COBOL quirks, JCL semantics, and proprietary formats that generic LLMs have never encountered in training data.

  • COBOL → Java Spring Boot
  • JCL → Spring Batch
  • VSAM → DB2 / Cloud DB
  • CICS → REST APIs
Delivery Engine

KÍRKĒ

Automated test generation, execution, and deployment artifacts. MIRA doesn't suggest — she runs the tests and delivers production-ready output.

  • Auto unit & integration tests
  • 94%+ code coverage achieved
  • Kubernetes manifests generated
  • Zero-blocker SonarQube scans
⬆ MIRA — The Agentic Intelligence Unifying All Three
Built for Every Stakeholder

Made for the people
who matter most

De-risk your modernization. Deliver in weeks, not years.

Get the full intelligence picture before a single line of code changes — risk profiles, complexity scores, transformation plans — so you commit to timelines with confidence.

70%
Reduction in project timeline
100%
Business rule parity guaranteed
SOC 2
Compliant, air-gapped deployment
$0
External data exposure — ever
MIRA Discovery Report
// Wire Transfer — Executive Summary
 
programs: 127 interconnected
lines_of_code: 340,847
external_interfaces: 23
undocumented_rules: 47 extracted
risk_score: "HIGH" → mitigation ready
 
target: "Java Spring Boot + K8s"
timeline: 6 weeks (was 18 months)
status: "Ready to transform" ✓

A senior teammate who actually knows the codebase.

Ask MIRA anything. She responds from parsed metadata — not internet patterns. What does PROC-WIRE-XFER-001 call? She knows. What undocumented rules are in FEE-CALC-007? She extracted them.

847
Unit tests auto-generated
94.2%
Code coverage achieved
0
SonarQube blockers
72h
Full module conversion
Ask MIRA — Business Rules
// "What rules are in FEE-CALC-007?"
 
FEE-CALC-007 — 7 rules extracted
 
Rule 1: Domestic <$10K → flat $15 (ln 234)
Rule 2: $10K–$100K → 0.15%
Rule 3: >$100K → 0.10% (cap $500)
Rule 4: Intl SWIFT → $45 + 0.20%
Rule 6: VIP tier3+ → 50% discount
 
confidence: 99.8% | source: parsed AST

Your infra, your model, your rules. Zero exposure.

MIRA runs inside a secure, isolated container within your infrastructure. No source code transmitted externally. No proprietary logic used for training. Air-gapped deployment available.

Air-Gap
No internet required option
BYOM
Bring your own LLM model
SOC 2
Type II compliant
K8s
Native Kubernetes deployment
Security Architecture
// MIRA Deployment — Security Profile
 
deployment_mode: "isolated_container"
external_api_calls: 0
source_code_transmitted: false
training_data_used: false
 
llm_provider: "bring_your_own"
audit_trail: full_immutable_log
compliance: ["SOC2", "ISO27001"]
Transparent Pricing

License + Consumption.
No surprises.

A Unit of Work (UoW) is consumed when one artifact is processed through any MIRA module. Simple, predictable, aligned with actual work done.

Enterprise License
$199
per user / month · min 5 users · 12-month contract
  • 1,000 Units of Work included per user/month
  • SOTERIA Discovery Engine
  • APPDATE Transformation Engine
  • KÍRKĒ Delivery Engine
  • COBOL, Natural, PL/SQL, Oracle Forms
  • Full audit trails & compliance reporting
Get Started
Enterprise + Security
Custom
air-gapped · BYOM · dedicated SLA
  • Everything in Enterprise License
  • Air-gapped deployment available
  • Bring your own LLM model
  • Dedicated customer success manager
  • Custom SLA & uptime guarantees
  • Priority engineering support
Talk to Sales
What is a Unit of Work?

One COBOL/Natural file = 1 UoW · One Oracle Form = 1 UoW · One Oracle Report = 1 UoW

Module Independence

SOTERIA, APPDATE & KÍRKĒ each count a UoW independently per artifact processed.

Overage Policy

Threshold alerts available. Choose hard stop or overage billing at monthly limit.

Investor Relations

A massive market.
A defensible moat.

The global legacy modernization market is accelerating. Ionate has spent 10+ years building the IP, tooling, and enterprise relationships that cannot be replicated quickly.

$68B
Global legacy modernization market by 2027 (CAGR 16.4%)
$3.8T
Global tech debt estimated by McKinsey — growing annually
95%
Of Fortune 500 still run COBOL-based core systems
Request Investor Deck
01 / MOAT

10+ Years of Proprietary Knowledge Graphs

MIRA is built on structured metadata from 50+ enterprise deployments and 500M+ lines of code. This institutional knowledge cannot be replicated by a prompt engineer with ChatGPT.

02 / TRACTION

Enterprise Customers Across Banking, Insurance & Government

Customers include major financial institutions handling billions in daily transactions. Long-cycle, high-ACV, high-retention relationships — not one-off projects.

03 / MODEL

Recurring License + Consumption Revenue

The License + UoW model creates predictable base revenue with strong consumption upside. Minimum 5-user, 12-month contracts deliver high LTV from day one.

04 / TIMING

Agentic AI Unlocks a New Growth Horizon

MIRA transforms proven tooling into an always-on AI agent that dramatically expands TAM and compresses sales cycles across the enterprise market.

Enterprise Security

Your code never
leaves your
environment.

MIRA runs in a secure, isolated container within your infrastructure. No source code is sent to external APIs. No training on your proprietary logic. Ever.

Talk Security
🔒
Air-Gapped

No internet required

✓
SOC 2

Type II Compliant

🧠
BYOM

Your LLM, your rules

📋
Audit Trail

Full immutable logs

🛡
Zero Trust

Network policy

🌐
Multi-Cloud

AWS, Azure, GCP

Legacy understood.

Transformation
unlocked.

Point MIRA at your codebase and get a complete ecosystem map in 48–72 hours. No commitment required for discovery.

Request a Demo sales@mirastudio.ai
COBOL to Java Spring Boot Natural/Adabas Modernization Oracle Forms & Reports JCL to Spring Batch VSAM to DB2 / Cloud DB CICS to REST APIs COBOL to Java Spring Boot Natural/Adabas Modernization Oracle Forms & Reports JCL to Spring Batch VSAM to DB2 / Cloud DB CICS to REST APIs
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