AI Capabilities

How TranspilerAI Uses Artificial Intelligence

TranspilerAI's core engine is deterministic — no LLMs, no hallucinations. AI augments the platform with 10 powerful capabilities that accelerate understanding, documentation, and modernization of legacy COBOL applications.

Code Understanding

AI explains COBOL paragraphs in plain English

TranspilerAI reads every COBOL paragraph and produces a clear, human-readable explanation — no manual archaeology required.

0100-PROCESS-CUSTOMER↓"This paragraph retrieves a customer record, validates credit status, and creates an invoice if the account is active."

Documentation Generation

Automatically generate complete technical documentation

From legacy code to a full documentation suite — generated automatically, always in sync with the actual codebase.

Design documentsTechnical documentationData flow diagramsAPI documentationArchitecture documents

Business Rule Extraction

Surface hidden business logic buried in legacy code

AI identifies and catalogues every business rule, making them searchable and auditable for the first time.

IF CREDIT-RATING = "A"↓"Premium customers receive immediate fulfillment."

Modern Python Improvements

Optional AI-assisted code quality recommendations

After deterministic conversion, AI can recommend improvements — while keeping the original generated code unchanged unless explicitly approved.

More Pythonic constructsBetter naming conventionsCode simplificationsPerformance improvements

Test Generation

Automatically create a comprehensive test suite

AI generates tests directly from the converted code, giving teams confidence before the first deployment.

Unit testsRegression testsIntegration testsEdge-case scenarios

Code Review

AI-powered static analysis of legacy code

Surface technical debt and hidden defects that have accumulated over decades — before they become production incidents.

Dead code detectionDuplicate logic identificationUnreachable paragraphsUnused variablesPotential bugs

Migration Advisor

AI-recommended cloud architecture for your application

Based on the converted application's profile, AI recommends the optimal cloud architecture for your target environment.

AWS architecture recommendationsAzure architecture recommendationsGCP architecture recommendations

Interactive Assistant

Ask questions about your codebase in plain English

A conversational interface to your entire legacy codebase — no COBOL expertise required.

›"Explain this COBOL paragraph."

›"Where is employee salary updated?"

›"Show every place CUSTOMER-BALANCE changes."

›"Which programs update DB2 table EMPLOYEE?"

Impact Analysis

Understand the blast radius of any change before you make it

Before touching a single field, know exactly which programs, jobs, and data flows will be impacted — eliminating costly surprises.

"If I change CUSTOMER-TYPE, what programs are affected?"↓AI answers instantly with a complete dependency map.

Chat With Your Legacy Application

The most compelling capability — ask anything, get answers instantly

Instead of searching thousands of COBOL programs, users simply ask. AI answers from a deep understanding of the entire application — instantly.

›"How are invoices calculated?"

›"Where are taxes computed?"

›"Which jobs update payroll?"

Ready to see it in action?

Schedule a demo and see how TranspilerAI transforms your legacy COBOL into modern, maintainable Python.

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