CAST Imaging reverse engineers an entire application into an interactive visual blueprint of code, data access and dependencies.
Pioneer of software intelligence450+ technologies analyzed25+ year dataset
Give AI the map of your software
CAST semantically analyzes your source code and hands AI agents verified architectural context. The result at Marsh: 5x developer productivity. At Liberty Mutual: 4x faster modernization of 110 million lines of code.
Talk to a specialist about your portfolio in 30 minutes.
Why teams switch
AI can write code. It cannot read your enterprise.
Large applications span multiple technologies, databases, repositories and applications. Without a factual map, every change is a guess.
The old way
- ×AI coding agents infer your architecture from raw source files and miss relationships that span technologies and systems
- ×Manual discovery of unfamiliar applications burns months before any real modernization work starts
- ×Technical debt is debated with opinions instead of measured with facts
- ×System-level flaws in security, resiliency and efficiency surface in production, not before release
The CAST way
- ✓Deterministic semantic analysis builds a factual map of objects, dependencies, transactions and data flows
- ✓AI agents receive that context through an MCP server, so complex changes land with less rework and risk
- ✓Dashboards grade technical debt, cloud maturity and agentic readiness across entire portfolios
- ✓A structural integrity gate checks changes against ISO 5055 rules before they reach production
Features
One intelligence layer, every software decision
From portfolio governance down to a single call path, CAST turns source code into facts you can act on.
Step by step
From repositories to intelligence in three steps
Start fast and see the difference within weeks.
Connect your code
CAST plugs directly into GitHub, BitBucket and Azure DevOps repositories, on-premises or as SaaS.
Analyze semantically
The engine maps code objects, data structures, dependencies, frameworks and cross-application relationships across 450+ technologies.
Act on the facts
Execives, technologists and AI agents navigate dashboards, maps and call graphs to steer debt, cloud and modernization work.
5xDeveloper productivity at Marsh with AI grounded in CAST context
4xFaster modernization of 110M lines of code at Liberty Mutual
450+Technologies analyzed, from mainframe to distributed
8%Of code causes 90% of significant production issues - CAST finds it
Packages
Scaled to your portfolio
Annual subscriptions include complementary concierge services with dedicated specialists.
CAST SBOM Manager
Free
Software bill of materials management, available as a free download.
- ✓ SBOM generation and management
- ✓ Open source component analysis
CAST Highlight
From $20,000per year
Portfolio governance tiered by size, from 25 up to 1000 applications, regardless of developer count. Three editions: Complete Insights, Cloud Insights and SCA Insights.
- ✓ Technical debt grades and prioritization
- ✓ Cloud maturity and blocker detection
- ✓ Open source risk control
- ✓ Concierge services included
CAST Imaging & Gatekeeper
Custom
Application-level imaging and structural integrity gates, licensed via private offers with volume discounts.
- ✓ Interactive architectural blueprints
- ✓ ISO 5055 integrity gates
- ✓ Issue tracking integration
Good to know
AI + CAST, answered
What is AI + CAST?+
AI + CAST combines AI coding agents with deterministic software intelligence. CAST maps the architecture, dependencies, data access, call paths and structural risks inside an application, then provides that context to AI agents so they can understand and transform complex software more accurately, efficiently and safely.
Why can't an AI coding agent understand the application on its own?+
AI coding agents are very effective at generating code, but they struggle to understand large, complex applications from source files alone. Important relationships may span multiple technologies, databases, repositories and applications. CAST gives the agent a factual map of these relationships, reducing blind spots, incorrect assumptions and unintended downstream impacts.
What does deterministic software intelligence mean?+
It means the information is derived through semantic analysis of the actual software rather than inferred or generated probabilistically by an LLM. CAST identifies the application's real objects, dependencies, transactions, data flows and architectural relationships, so the AI agent can ground its work in verified facts.
What use cases can AI + CAST support?+
Understanding unfamiliar applications, extracting business rules, change-impact analysis, generating documentation and tests, remediating technical debt, removing cloud blockers, identifying microservice candidates, replacing frameworks or databases, and transforming legacy applications.
Does CAST replace our existing AI coding tools?+
No. CAST complements the AI tools you have already selected. It supplies deterministic application context to MCP-compatible agents and development tools, improving your existing AI-enabled workflows without introducing another tool to rip out.
Take the next step
See what your software is really made of
Book a call and find out how fast your portfolio could move with deterministic intelligence behind every decision.
Book a call