Best Software Intelligence Platforms

Compare the Top Software Intelligence Platforms as of December 2025

What are Software Intelligence Platforms?

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 currently available using the table below. This list is updated regularly.

  • 1
    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
  • 2
    CAST Highlight
    CAST Highlight rapidly analyzes entire software portfolios to reveal the true health, risks, and modernization readiness of every application. It automatically identifies cloud blockers, technical debt hotspots, code inefficiencies, IP exposures, and open-source vulnerabilities across all languages and frameworks. With fast, fact-based insights, teams can prioritize modernization routes, allocate resources intelligently, and resolve issues before they escalate. The platform provides clear visibility into carbon footprint impact, resiliency risks, and reuse potential to support both engineering and sustainability goals. Organizations use CAST Highlight to accelerate cloud migrations, reduce tech debt, strengthen security posture, and validate due diligence assessments. It turns software portfolios into actionable dashboards that guide smarter transformation decisions at scale.
    Starting Price: $10K 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
    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
  • 5
    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.
  • 6
    CAST Imaging
    CAST Imaging reveals the inner workings of an application by automatically mapping every technology, component, dependency, and transaction across the stack. It interprets more than 150 languages, frameworks, and databases to give teams an instant, unified view of complex software systems. With AI-powered insights, it explains architecture, shows data flows, and clarifies hidden relationships that typically take weeks to uncover. Developers and architects can analyze change impact, spot structural risks, and accelerate modernization with confidence. The platform reduces onboarding time, eliminates blind spots, and makes large-scale applications easier to evolve. CAST Imaging turns software into a visual, searchable knowledge map—so teams can deliver better outcomes faster.
    Starting Price: $9,000 per year
  • 7
    EasyCode

    EasyCode

    EasyCode

    EasyCode - AI that understands your codebase. Unblock developers by answering their questions instantly. Get context-aware code suggestions, understand legacy projects, and find the relevant code with ease. Use ChatGPT where you work - inside the IDE. Contextual answers and suggestions that remove friction in developer workflow. Ensure consistent coding style and receive real-time feedback on code quality. Save time from tedious and repetitive work and more time for high impact coding tasks. Facilitate better context and knowledge sharing among team members.
    Starting Price: $10 per month
  • 8
    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
  • 9
    vFunction

    vFunction

    vFunction

    vFunction modernizes Java applications and accelerates migration to the cloud. Automatically and quickly extract efficient microservices from complex monolithic apps. A single pane of glass that manages, tracks full cloud migration and modernization projects across an enterprise application estate. Modernization dashboard coordinates the full migration and modernization process including marking apps for refactoring, retention, retirement, replatforming, or rewriting. Your cloud transformation projects are moving ahead – but application modernization projects are not. Help application teams get unstuck and move forward faster. The pressure to modernize is growing. Lift and shift won’t cut it. These legacy apps are hard to refactor – automation and analytics can help modernize your most complex app. Take on more complex projects confidently.
  • 10
    DeltaForce

    DeltaForce

    We-Bridge

    DeltaForce is an application analytics tool that provides comprehensive insight into enterprise applications and databases. DeltaForce enables organizations to improve development and maintenance productivity by delivering automated knowledge base for complex applications using multiple languages and technologies. DeltaForce automatically imports and analyzes both source files and database schema based on patent technology to find the overall detail object level dependencies among them. Because DeltaForce conducts everything based on fundamental user input configurations, user doesn’t have to manually manage the object dependencies information. Imports and analyzes both source files and database schema to map out relationships in a program. Delivers an automated knowledge base for complex applications using multiple languages and technologies.
  • 11
    CoreStory

    CoreStory

    CoreStory

    CoreStory is a code-intelligence platform that uses AI to analyze enterprise codebases and uncover the embedded business logic, architectural structure, and technical dependencies hidden within legacy systems. It breaks down complex applications using recursive decomposition and recomposition to generate a fully queryable intelligence model encompassing business requirements, business rules, workflows, system design, and code-level insights. With real-time interactive access, teams can ask questions of their code, explore entry-points, trace dependencies, and view architecture diagrams to accelerate tasks such as legacy app modernization, application maintenance, AI-generated code governance, and developer onboarding. The platform supports injection via API/MCP into critical engineering systems, enabling visual dashboards like business-process explorer, architecture explorer, and code entry-point explorer.
  • 12
    Sita

    Sita

    Sita

    Sita cuts AI spend by 30% and saves 25 hours per developer each month by automating search and documentation. It turns code, messages, and docs into a knowledge graph and feeds only relevant context to your coding tools, cutting input tokens by 32%. Sita also keeps your docs up to date and helps ship features 37% faster with 68% fewer bugs. We onboard you with white-glove support in one hour. Sita works with or without your current tools and can power them through MCP or our own agent.
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