Comprehend

Private Beta

Understand What You Have

Understand business capabilities, rules, dependencies, data lineage, interfaces, batch flows, and risk across your mainframe estate. Findings include supporting references to source code.

Private-Beta Product View

From source analysis to business capabilities

Comprehend organizes discovered functional areas and links them to journeys, programs, and rules. The selected view below uses demonstration data and excludes project navigation, source paths, and implementation details.

Comprehend capability summary showing selected functional areas with linked journey, program, and rule counts
Actual private-beta product UI using demonstration data. Importance indicators are code-derived, and the cards are a selected subset. Counts organize findings for review; they do not represent validated accuracy or completeness.

What Comprehend Delivers

Actionable intelligence that helps teams reduce manual discovery effort.

01

Application Intelligence

Identify business capabilities, rules, and processes in mainframe applications. Understand what the system does and how it supports operations.

02

Architecture & Data Flows

Visualize program structure, CICS transaction paths, JCL batch flows, DB2 and VSAM data lineage, and integration points across the estate.

03

Risk & Maintainability

Identify areas of complexity, code quality concerns, and technical debt that may affect modernization planning.

04

Business Context

Map code to business functions. See which systems support critical operations and where business logic lives.

What an Evaluation Produces

Reviewable evidence, not an automated verdict

Comprehend produces candidate findings and the source-linked evidence behind them. Your application experts review, validate, or correct those findings. The resulting deliverables preserve that distinction.

Application baseline

An organized view of programs, jobs, data stores, interfaces, and the business capabilities they support.

Business rule catalog

AI-assisted rule findings with supporting source references, ready for subject-matter-expert review.

Dependency and data-flow maps

Connections across programs, batch steps, transactions, files, and data stores within the agreed scope.

Validated findings log

A record that distinguishes generated findings from items your reviewers confirmed, corrected, or left open.

See an illustrative worked example

The article explains the review approach; it is not presented as customer data or a product-generated result.

Coverage Across Mainframe Technologies

Mainframe applications are systems of systems. Comprehend analyzes languages, transactions, data stores, batch flows, and interfaces together instead of treating them as isolated snippets.

COBOL

Programs & copybooks

JCL

Batch jobs & schedulers

CICS

Transactions, BMS, COMMAREA

DB2

Embedded SQL & stored procedures

IMS

IMS DB & IMS TM

VSAM

Files & GDGs

PL/I · HLASM

Legacy languages

MQ · IDMS · Adabas

Messaging & legacy data stores

Intelligence Grounded in Evidence

Findings include supporting references to source files and line numbers so teams can review the evidence.

Traceable

Findings include supporting source file and line references.

Repeatable

Repeat analysis as your codebase evolves.

Private

Private SaaS deployed in your cloud tenant, using your approved AI models. Source code and analysis remain under your control.

See your mainframe estate more clearly

Explore how Comprehend can help your teams build a shared understanding of complex applications grounded in evidence.