Best Software Intelligence Platforms with a Free Trial

Compare the Top Software Intelligence Platforms with a Free Trial as of January 2026

What are Software Intelligence Platforms with a Free Trial?

Software intelligence platforms provide deep visibility into the performance, behavior, and architecture of complex software systems. They automatically collect and analyze data from applications, infrastructure, logs, and user interactions to help teams detect issues, optimize performance, and improve reliability. Using AI and automation, these platforms identify anomalies, pinpoint root causes, and provide actionable insights without requiring manual analysis. They are essential for modern DevOps, cloud-native environments, and organizations running large-scale distributed applications. By centralizing observability and intelligence, they help teams accelerate innovation while reducing downtime and operational costs. Compare and read user reviews of the best Software Intelligence Platforms with a Free Trial currently available using the table below. This list is updated regularly.

  • 1
    CAST Highlight
    By scanning the source code of your applications, CAST Highlight instantly maps your software, generating the insights to understand, improve, and transform it. CIOs, CTOs, Enterprise Architects use CAST to: - Get the true view of all technologies and frameworks - Quantify technical debt and the ways to pay it down - See what’s going to break next, and how best to fix it - Drive cloud adoption faster, knowing what to move and optimize - Prove progress to the board with facts and industry benchmarks Businesses move faster using CAST technology to understand, improve, and transform their software.
    Starting Price: $6.8K per year
  • 2
    Visual Expert
    Visual Expert is a static code analyzer for Oracle PL/SQL, SQL Server T-SQL, and PowerBuilder. Identify code dependencies to modify your code without breaking your application. Scan your code to improve the security, performance, and quality. Perform Impact analysis to Identify breaking changes. Automatically scan your code to detect and fix security vulnerabilities, bugs and maintenance Issues. Implement continuous code inspection Understand the inner workings of your code with call graphs, code diagrams, CRUD Matrix and Object Dependency Matrix (ODM). Automatically generate an HTML Source Code documentation. Explore your code exploration with hyperlinks Compare applications, databases or pieces of code. Improve maintainability. Clean up code. Comply with dev standards. Analyze and Improve DB code performance: Find slow objects and SQL queries, Optimize a slow object, a Chain of calls a slow SQL, Get a query Execution Plan. And much more.
    Starting Price: $495 per year
  • 3
    Kuscos

    Kuscos

    Morphis Tech

    Whether you are wanting to know what was added to that legacy Cobol system back in the 90s, or looking for advanced techniques to better manage your ongoing C# development project, Kuscos is the software intelligence platform of choice. For development teams, managers and executives, Kuscos delivers key information regarding source code modules and team members, from design documentation to dependencies, duplicate code and quality rule violations. Kuscos also provides oversight of team activities, from repository commits to issues resolved. Better still, the same platform does this across more than 16 legacy and modern software languages. As we pointed out in our earlier post, and according to the Standish Group, over the past 5 years only 29% of software projects could be described as successful (meeting time, budget and functionality goals). Improvements over time have been minimal despite increases in code development efficiencies and design processes
    Starting Price: $5000 per user, per year
  • 4
    Understand

    Understand

    SciTools

    Understand is a comprehensive static-analysis and code-comprehension platform that helps software engineers “see” and understand large, complex code bases, whether legacy, safety-critical, or modern multi-language projects. It parses your source code and builds a complete “code dictionary” of every entity (files, classes, functions, variables), populating cross-references, call trees, dependency graphs, control-flow diagrams, and more. Through interactive, customizable graphs and visualizations, call graphs, control flow graphs, dependency trees, and UML-style class diagrams, you can explore exactly how parts of the code connect, which modules depend on which, and where changes may ripple across the project. Understand also computes detailed metrics at various levels (file, class, function) such as cyclomatic complexity, lines of code, comment-to-code ratio, coupling/cohesion, and other maintainability indicators; these metrics can be viewed in treemaps, exported to HTML or CSV.
    Starting Price: $100 per month
  • 5
    CodeLogic

    CodeLogic

    CodeLogic

    Identify application connections, predict code change impacts, and understand complex Java and .NET codebases from API to method to database. Create a complete graph of your app structure in real time with combined binary and runtime scans. Understand the full impact of a code change before it’s deployed and accurately estimate project scope. Identify undetected software usages and references across projects and applications directly from your IDE. Many tools, such as IDEs, only expose project-specific code dependencies. CodeLogic exposes hidden code dependencies within and between applications and databases. Our approach is different; we combine binary scans with runtime profiling to create an accurate, real-time, searchable system of record for code and database dependencies. This intelligence helps application teams see the impact of code and schema changes before they are deployed to production.
    Starting Price: $100.00/month
  • 6
    Moderne

    Moderne

    Moderne

    Reduce 1000s of hours of static code analysis fixes to minutes. Patch security vulnerabilities across 100s of repositories at once. Moderne automates code remediation tasks for you, enabling developers to deliver more business value all the time. Automatically make safe, sweeping changes to your codebase that improve the quality, security, and cost of code. Manage dependencies of your software supply chain, keeping software up to date continuously. Alleviate code smells automatically without all the scanning noise of SAST and SCA tools. Work in high-quality code all the time. Find and fix CVEs automatically across repositories, it's the ultimate shift left for security. The reality of modern applications is that they naturally accrue technical debt. They are composed of large and diverse codebases and ecosystems, and a supply chain of custom, third-party, and open-source software.
  • 7
    glue.tools

    glue.tools

    glue.tools

    Our PRD builder simplifies product documentation and user story creation, enabling seamless integration with AI-powered development platforms like Lovable, Bolt, and Cursor. Designed to support vibe coding workflows, it helps product teams turn ideas into actionable, AI-ready specifications, accelerating development and improving collaboration.
    Starting Price: $199/month
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