Company News

Today we are announcing the beta release of our legacy ETL pipeline modernization capability for Azure Databricks.

This beta expands Code Comprehend Modernize beyond application transformation planning to support legacy data pipeline modernization for enterprises moving to modern Azure-based data platforms.

What This Beta Supports

- Legacy ETL assessment and modernization planning - Migration guidance for Azure Databricks target architectures - Evidence-backed transformation roadmaps for data estates - Embedded observability considerations to improve monitoring, reliability, and operational visibility

Why It Matters

Many enterprises still rely on legacy ETL pipelines that are difficult to maintain, hard to observe, and expensive to evolve. This beta helps teams plan modernization with clearer target-state design, better migration decisions, and stronger operational readiness.

Availability

The capability is currently available in beta for selected enterprise engagements. Contact us if you are planning ETL modernization, Azure Databricks adoption, or broader legacy data platform transformation.

We're opening beta access to Comprehend—our flagship code intelligence platform—on December 1, 2025.

What's Included in Beta

- Full access to Comprehend's code analysis engine - Support for COBOL, Java, .NET, Python, and JavaScript/TypeScript - Architecture visualization and dependency mapping - Business capability extraction - Technical debt and risk assessment - Direct support from our engineering team - Deployment assistance for on-premises and private cloud environments

Who Should Apply

Beta access is ideal for enterprise teams: - Planning cloud migration or modernization initiatives - Assessing acquired or inherited systems - Onboarding new teams to complex legacy codebases - Evaluating modernization readiness and risk

Beta Program Benefits

- Early access pricing - Direct input into product roadmap - Priority support and deployment assistance - Opportunity to shape the future of code intelligence

Limited Availability

We're accepting a limited number of beta customers to ensure high-quality support and rapid iteration based on feedback.

How to Apply

Contact us at info@codecomprehend.ai or request access at codecomprehend.ai/contact. Include information about your modernization goals and technical environment.

Beta access begins December 1, 2025.

Today marks a significant milestone: Code Comprehend is officially launched and available to enterprise customers.

We're bringing evidence-based code intelligence to enterprises struggling with legacy modernization and complex software estates.

What We're Solving

Enterprise teams spend 6-12 months manually reverse-engineering systems before they can plan modernization. Documentation drifts from reality. Subject-matter experts move on. Critical business logic lives only in code. When transformation time comes, teams face impossible choices without complete understanding.

Code Comprehend changes that. Our platform extracts evidence-based intelligence from any codebase—COBOL to Python, mainframe to microservices—in minutes, not months. Every insight traceable to source code. Every claim backed by evidence.

Two Products, One Platform

- Comprehend: Understand what you have. Extract architecture, business logic, data flows, and technical risk from any codebase. - Modernize: Plan how to evolve it. Evidence-backed transformation roadmaps with clear migration strategies and risk mitigation.

Built for Enterprise Security

Complete data sovereignty. Deploy on-premises, in private cloud (AWS/Azure/GCP VPC), or air-gapped environments. Your code never leaves your infrastructure. AI models execute locally with no external API dependencies.

What's Next

We're working with early enterprise customers across finance, healthcare, and telecommunications. If you're planning a modernization initiative or need to understand complex legacy systems, we'd love to talk.

Request a demo at codecomprehend.ai/contact