Mainframe Intelligence Platform

Your Mainframe,
Finally Understood.

Genesis MKE automatically maps your entire mainframe codebase into a living knowledge graph — so your teams can search, understand, and modernize with complete confidence.

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Your codebase, completely mapped

Every program, table, screen, and job — verified against your actual source code. Not tribal knowledge. Not guesswork.

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Any question, answered instantly

Ask in plain English. Get the exact code section that answers it. No mainframe expertise required.

See what breaks before you change anything

Full dependency maps before every modification. Stop production surprises before they happen.

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Designed for your security requirements

Runs on-premises or private cloud. AI steps use whichever model you configure — including private deployments.

On-premises or private cloud
AST-grounded, zero hallucination
Enterprise-scale codebases
Audit-ready documentation
Full API access
The Challenge

Mainframe Modernization Fails
Because the System Is Invisible

Critical workloads depend on mainframe systems built over decades. The systems work — but nobody fully understands them. And you cannot modernize what you do not understand.

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No documentation of what it actually does

Decades of business logic buried in undocumented COBOL. Tribal knowledge that exists only in people's heads.

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Change anything — nobody knows what breaks

Without dependency maps, every modification is a gamble. Hidden connections cause cascading production failures.

Finding code for a business process takes weeks

Analysts spend weeks tracing code manually just to understand one business function. Analysis paralysis stops progress.

Mainframe expertise is retiring

The developers who built the system are leaving — and their knowledge goes with them. Permanently.

The Platform

Four Capabilities.
One Connected Platform.

Genesis MKE reads your codebase once and gives your entire organization the understanding it needs — on demand.

01 / Knowledge Graph
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Every relationship, mapped and connected

Automatically maps every COBOL program, JCL job, screen definition, database table, and copybook as a connected graph — verified against actual source code.

"Show everything that touches CARD_DATA table"
→ Instant graph: every program, job, and screen affected
02 / Semantic Search
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Plain English finds exact COBOL paragraphs

No COBOL knowledge required. Ask in natural language — get the exact paragraph, the program it lives in, and everything that calls it.

"Find code that validates credit card expiry month"
→ Exact paragraph found — ready to read and use
03 / Requirements Generation
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Business requirements from actual code behaviour

Auto-generate structured requirements documents for any program. Every business rule linked to the exact source line that implements it.

"Generate requirements for this program"
→ Full doc: exec summary, rules, data structures, test cases
04 / Impact Analysis

See what breaks before you change anything

Before any modification, see every downstream program, data flow, and screen that will be affected. Eliminate the #1 cause of modernization failures.

"What changes if we rename this DB2 table?"
→ Every affected program and job — instantly
The Common Question

"Why not just use
ChatGPT on our COBOL?"

"Imagine hiring a mainframe specialist on their first day and immediately asking them to explain 40 years of your company's most critical business logic. They're skilled — but they don't know your system. They'll read whatever you hand them, and guess at the rest. Genesis MKE is the institutional memory that makes the specialist actually useful."
1

LLMs have never seen your COBOL

Your mainframe source is private. A general model has no knowledge of your system. Without grounded facts, it guesses. Genesis MKE provides the structured knowledge layer that makes LLM answers accurate and traceable.

2

Context window ≠ understanding

Enterprise codebases cannot fit in any context window — and even if they could, you would repeat the full cost every query. Genesis MKE pre-processes once. Every query answers instantly.

3

Hallucination destroys trust in compliance

An LLM guessing at code behaviour is worse than no answer in a regulatory context. Every Genesis MKE answer traces back to a verified AST fact — never a guess, never hallucinated.

Genesis MKE is not competing with LLMs.
It is the knowledge infrastructure that makes LLMs trustworthy on your mainframe data.
How It Works

Point at your source.
Understand everything.

Genesis MKE runs a fully automated pipeline on your existing codebase. No disruption. No migration. No mainframe expertise required.

01

Discover

Finds and catalogs every program, library, data file, and job

Automated
02

Analyze

Maps all components, connections, and dependencies

Automated
03

Classify

Identifies program roles and groups by business domain

Automated
04

Index

Prepares code for instant keyword and concept search

Automated
05

Understand

AI explains what every section of code does in plain English

AI step
06

Summarize

AI creates plain-English program summaries for faster answers

AI step
07

Search

Intelligent search activated — any question answered instantly

Automated
Optional — user-triggered
08

Generate Test Scenarios

Creates test cases from the business rules embedded in the code — ready-made acceptance criteria for modernization validation.

AI step
09

Generate Requirements

Produces detailed requirements documents per program — business rules, processing logic, data dependencies, error handling — all traced to the code.

AI step

Steps 1–4 and 7 are free — no AI cost. Steps 5 and 6 use AI at pennies per program, cached after the first run. Only changed programs are re-analysed on subsequent runs.

What You Gain

Answers Your Team
Has Never Had Before.

Genesis MKE turns questions that used to take weeks into answers that arrive in seconds — grounded in your actual code.

Find anything

Plain-English search across your codebase

Ask any business question and get the exact program section that answers it — no COBOL expertise, no manual tracing.

Understand fully

Business logic explained in plain English

Every program section explained in language your business analysts can read — AI-generated, code-grounded, fully traceable.

Change safely

Impact analysis before every modification

See every downstream dependency before touching a line. Stop production surprises before they happen.

Before and After Genesis MKE — Real Business Queries
Question your team asks Without Genesis MKE With Genesis MKE
"Which program handles credit card updates?" Days of manual code tracing — and still uncertain Exact program found instantly
"What validates the expiry month?" No way to search — read the code manually Exact paragraph located and explained
"Find the interest calculation logic" Ask whoever wrote it — if they're still here Correct program found with full context
"What breaks if we change this table?" Unknown — hope nothing breaks in production Every affected program listed before you change anything
For Every Team

What Changes for You

Genesis MKE delivers different value to every stakeholder — from CIO to developer.

Before Genesis MKE

Modernization risk is unquantifiable

We don't know what we don't know. Every estimate is a guess. Compliance audits require manual documentation efforts that take months.

Risk: unknown unknowns
With Genesis MKE

Complete visibility before day one

Full program inventory on first run. Risk is visible, measurable, and manageable. Compliance documentation is auto-generated and always current.

Risk: quantified and tracked
Before Genesis MKE

Architecture diagrams built on guesswork

Drawing dependency maps from tribal knowledge and best guesses. Manual documentation efforts take months. Nobody fully trusts what's produced.

Architecture mapping: months
With Genesis MKE

Code-accurate architecture in weeks

Auto-generated dependency maps verified against actual source. CICS flow chains, JCL trees, data lineage — accurate, current, and trusted.

Architecture mapping: weeks
Before Genesis MKE

80% of time reading code to understand it

Finding the right paragraph takes days. Impact of changes is unknown until something breaks in production. Every change is a risk.

Code comprehension: days
With Genesis MKE

Find the right code in seconds

Semantic search surfaces the exact paragraph. Impact analysis before every change. Zero surprise breakage from hidden dependencies.

Code comprehension: minutes
Before Genesis MKE

Requirements written with no code traceability

Writing requirements from scratch with no idea how the current system actually behaves. Traceability is manual, partial, and perpetually out of date.

Coverage: partial, manual
With Genesis MKE

Requirements from actual code behaviour

Auto-generated requirements documents per program. Every business rule linked to the exact code line. Regulatory traceability complete and auditable.

Coverage: 100%, auto-generated
Enterprise Grade

Built for Regulated,
Mission-Critical Environments

Genesis MKE is designed for the security, compliance, and operational requirements of enterprise mainframe shops.

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Runs in your environment

Genesis MKE deploys on-premises or in your private cloud. Structural analysis never calls external services. AI steps use whichever model you configure — private, on-premises, or a trusted cloud provider of your choice.

Every answer traceable

All AI-generated descriptions trace back to a verified AST fact. No claim is made without source-code evidence. No hallucination.

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Audit-ready documentation

Auto-generated requirements include source references, version history, and complete business rule traceability for compliance teams.

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Access control built in

Team-level and project-level permissions. Developers see their subsystems. Architects see the complete graph. Multi-tenant isolation.

Scales to your codebase

Architected for enterprise-scale codebases. Incremental analysis — only changed programs are reprocessed on each run. Handles any size.

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Integrates with your workflow

Knowledge graph queryable via REST API. Connects to Jira, Confluence, and CI/CD pipelines. Exports to Markdown, Word, and PDF.

Get Started

Start with What You Have.

Not a rip-and-replace. Not a multi-year program. A 2-week knowledge discovery sprint on your existing mainframe — and you see the value before any contract decision.

Week 1

Genesis MKE maps your codebase

  • Complete program inventory ingested
  • Knowledge graph built and verified
  • All programs classified by domain
  • Dependency and flow maps generated
Week 2

Your team queries it directly

  • Semantic search live — your real queries
  • Requirements documents generated
  • Impact analysis on a real change scenario
  • You decide the value — before committing