CAST Imaging reverse engineers an entire application into an interactive visual blueprint: code objects, data structures, frameworks and dependencies.
Pioneer of software intelligence450+ technologies analyzed25+ year dataset
Find the 8% of Code Causing 90% of Issues
CAST maps what is really inside your software: architecture, dependencies, data access and structural flaws. Then it hands those verified facts to your teams and AI agents.
Annual subscriptions include complementary concierge services with dedicated specialists.
8%of total defects cause 90% of significant production issues (Dr. Richard Soley, MIT Fellow)
450+technologies analyzed, from mainframe to distributed
5xdeveloper productivity boost for Marsh when AI was grounded in CAST context
4xfaster modernization of 110 million lines of code at Liberty Mutual
Trusted by teams at
Liberty MutualMarsh & McLennanUBSADPUS Air ForceIBMAccentureMicrosoft
Why change
You cannot fix what you cannot see
Most portfolios are a black box. Teams guess at architecture, AI agents guess at context, and the same defects keep reaching production.
The old way
- ×Manual discovery burns months before modernization work even starts
- ×AI coding agents work from source files alone and miss relationships that span technologies, databases and repositories
- ×Technical debt stays invisible until it breaks reliability, security or efficiency in production
- ×Cloud migration stalls because no one can pinpoint the blockers
- ×Open source security and license risks go undetected across the portfolio
The CAST way
- +Semantic analysis of actual source code produces a deterministic map, not an LLM guess
- +Interactive blueprints of every application's internal structure, down to code objects and call paths
- +Structural integrity gates catch system-level flaws before changes reach production
- +Empirical facts on technical debt, cloud maturity and AI readiness across the whole portfolio
- +AI agents receive verified architectural context through a secure MCP interface
Your path
From repositories to intelligence in three steps
Start fast and see the difference within weeks.
Connect your repositories
CAST plugs directly into GitHub, BitBucket and Azure DevOps and analyzes open source components alongside your own code.
Run the MRI for software
Deterministic semantic analysis maps architecture, transactions, data flows and cross-application dependencies across 450+ technologies.
Act on dashboards, maps and agents
Execives and technologists navigate dashboards and call graphs, while AI agents consume the same context through MCP to make complex changes with less rework and risk.
Capabilities
One intelligence layer, every decision
From portfolio governance down to a single call path, CAST gives executives, technologists and AI the same verified facts.
See inside any application
CAST Imaging reverse engineers an entire application into an interactive visual blueprint: code objects, data structures, frameworks and dependencies.
Govern portfolios with facts
CAST Highlight scores technical debt, cloud maturity, open source risk, green software impact and agentic readiness across all your applications.
Stop flaws before production
CAST Gatekeeper applies ISO 5055 rules to detect system-level flaws affecting security, resiliency and efficiency, recommends remediation and connects to your issue trackers.
Ground AI agents in reality
An MCP server delivers deterministic architectural context to AI agents via a secure interface, shipped as a Docker container or Windows extension.
Clear the path to cloud
Identify the best migration candidates, expose blockers and track cloud maturity as you move.
Manage your SBOM
CAST SBOM Manager handles software bill of materials, with open source security and license risk detection built in.
Packages
Scaled to your portfolio
Annual subscriptions are tiered by portfolio size, regardless of developer count, and include concierge services.
CAST SBOM Manager
Free
Software bill of materials management, available as a free download.
- + SBOM generation and management
- + Open source component analysis
CAST Highlight
$20,000+per year
From $20,000 for 25 applications up to $240,000 for 1000 applications. Three editions: Complete Insights, Cloud Insights and SCA Insights.
- + Portfolio governance with empirical facts
- + Technical debt, cloud and OSS risk scoring
- + AI and agentic readiness analysis
- + Concierge services included
CAST Imaging & Gatekeeper
Custom
Imaging licenses are available via private offers with volume discounts. Gatekeeper pricing includes licensing, support and updates.
- + Interactive application blueprints
- + Structural integrity gates (ISO 5055)
- + Issue tracker integration
Answers
Questions, 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 and safely.
Why can't an AI coding agent understand the application on its own?+
AI agents generate code well but struggle to understand large, complex applications from source files alone. Important relationships span multiple technologies, databases, repositories and applications. CAST gives the agent a factual map of those relationships, reducing blind spots and unintended downstream impacts.
What does deterministic software intelligence mean?+
It means the information comes from semantic analysis of the actual software, not probabilistic LLM inference. CAST identifies real objects, dependencies, transactions, data flows and architectural relationships, so AI agents can ground their work in verified facts.
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 workflows without adding another tool to replace.
What use cases does 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.
Move forward
See what is really inside your software
Book a call and see how CAST maps your portfolio, cuts technical debt and grounds your AI agents in facts.
Book a call→