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Legacy Modernization · Automated Legacy Code Analysis & Documentation

AI agents read, map, and document your entire legacy codebase.

Before a single line of new code is written, our AI agents ingest your entire legacy codebase — regardless of language or age. They produce comprehensive documentation, entity-relationship diagrams, and extract business rules buried in decades-old procedural code.

Codebase ingestion
Dependency mapping
Business rule extraction
Schema mapping
Documentation generation
Automated Legacy Code Analysis & Documentation
100%
Codebase mapped
Every line of legacy code is analyzed and mapped for dependencies.
Days
Not months
What used to take months of manual archaeology is completed rapidly.
Zero
Knowledge lost
Tribal knowledge is captured and structured permanently.
Any
Legacy language
COBOL, VB6, Delphi, Classic ASP, FoxPro, and more.
Trusted by enterprises worldwideCMMi Level 3ISO 27001SOC 220+ Years
Why MetaDesign

Clear the fog of legacy code.

Don't let retiring developers take your business logic with them. Digitize and document your tribal knowledge today.

Business Rule Extraction

AI identifies and extracts critical business logic hidden inside convoluted procedural code, ensuring nothing is lost in translation.

Automated Dependency Mapping

Generate precise architectural diagrams, database schema maps, and API dependency trees without manual human effort.

Tribal Knowledge Preservation

Stop relying on the one retiring developer who understands the system. AI documents the "why" and "how" permanently.

Teams shipping with MetaDesign
Selected work

Case studies.

Healthcare Provider

Healthcare Provider

Real-time
telemedicine
Enhanced
engagement
ANALYZE.
EXTRACT.
DOCUMENT.
MAP.

Mainframe Analysis

Understanding complex COBOL batch processes and data flows.

Desktop App Audits

Deconstructing VB6 and Delphi monolithic desktop applications.

Legacy Web Portals

Mapping Classic ASP or old PHP systems prior to modernization.

Stored Procedure Extraction

Translating thousands of lines of legacy SQL logic into modern application layers.

Our Approach

Automated Legacy Code Analysis & Documentation: Our Proven Process

01

Ingestion

Securely upload the legacy source code into our isolated AI analysis environment.

02

Mapping

AI models map the execution paths, variable flows, and database interactions.

03

Extraction

Critical business rules are extracted and translated into plain English specifications.

04

Validation

Human engineers validate the AI output against the live legacy system.

05

Delivery

A comprehensive modernization blueprint and technical documentation package is delivered.

01

Ingestion

Securely upload the legacy source code into our isolated AI analysis environment.

02

Mapping

AI models map the execution paths, variable flows, and database interactions.

03

Extraction

Critical business rules are extracted and translated into plain English specifications.

04

Validation

Human engineers validate the AI output against the live legacy system.

05

Delivery

A comprehensive modernization blueprint and technical documentation package is delivered.

Customer Value

The Power of AI Code Analysis

De-risking the modernization process.

Complete Clarity

Gain a 100% accurate picture of how your legacy system actually operates under the hood.

Risk Reduction

Eliminate the risk of missing critical, undocumented business rules during a migration.

Massive Time Savings

Skip months of tedious manual code review and archaeology.

Reduced operational cost

Automation that pays for itself within the first quarter.

Production-grade reliability

Guardrails, monitoring, and fallback logic built into every AI system.

Knowledge transfer

Your team learns to maintain and extend AI systems independently.

Stack

Tools our Automated Legacy Code Analysis & Documentation
Developers
ship with.

Production-tested toolchains, frameworks, and infrastructure our Automated Legacy Code Analysis & Documentation engineering teams use to ship scalable, secure solutions.

LLMs
OpenAI
OpenAI
LangChain
LangChain
Graph Databases
Neo4j
LLMs
OpenAI
OpenAI
LangChain
LangChain
Graph Databases
Neo4j
LLMs
OpenAI
OpenAI
LangChain
LangChain
Graph Databases
Neo4j
Static Analysis Tools
COBOL
VB6
Delphi
ASP
Static Analysis Tools
COBOL
VB6
Delphi
ASP
Static Analysis Tools
COBOL
VB6
Delphi
ASP
By the numbers
400+
Engineers worldwide
200+
Active clients
20yr
Pure-play software
94%
Client retention
Engagement models

Three ways to work with our Automated Legacy Code Analysis & Documentation team.

Pick the shape that matches your risk and timeline. We will tell you which one is wrong for your situation — even if it’s the bigger one.

01MOST POPULAR

Automated Legacy Code Analysis & Documentation Pod

A dedicated squad of senior engineers, tech leads, and QA delivering milestone-driven results with weekly demos and eval-gated merges.

  • Dedicated engineering squad
  • Weekly sprint demos
  • Fixed monthly cadence
  • Direct technical lead communication
BEST FOR

Dedicated engineering squad

Build with a Pod
02EMBED

Hire Automated Legacy Code Analysis & Documentation Engineers

Senior specialized engineers embedded into your existing team within two weeks. Your stack, your tools, your standups.

  • 2-week onboarding ramp
  • Time-zone aligned collaboration
  • Direct Git & Jira integration
  • Flexible monthly contracts
BEST FOR

2-week onboarding ramp

Request Talent
03LAUNCH

Turnkey / MVP Build

Go from requirements to production-ready launch in 6–10 weeks with fixed scope, upfront pricing, and guaranteed delivery.

  • Fixed-price & fixed-scope
  • End-to-end architecture & build
  • Complete source code ownership
  • Post-launch warranty & support
BEST FOR

Fixed-price & fixed-scope

Start Your Build
FAQ

Asked first, every time.

Don't see yours here? Send us the question — a principal engineer will reply within 24 hours.
Yes. Code is ingested into secure, isolated environments. We do not use your proprietary codebase to train public AI models. We can use enterprise, self-hosted LLM instances if required.
Virtually any legacy language: COBOL, RPG, VB6, Delphi, PowerBuilder, FoxPro, Classic ASP, older versions of Java/C#, and complex legacy SQL stored procedures.
You receive a complete "Modernization Blueprint" which includes entity-relationship diagrams, API/dependency maps, extracted business logic specifications, and a recommended target architecture.
Yes. Some clients hire us purely for the AI Code Analysis phase to generate documentation for their internal teams to use during their own modernization efforts.

Tell us about your project. We'll come back with a plan, a timeline, and the right team — no obligations.

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