# Best Software Intelligence Platforms Software ## How Many Software Intelligence Platforms Software Products Does G2 Track? **Total Products under this Category:** 31 ### Category Stats (Aug 2026) - **Average Rating:** 4.67/5 (↑0.03 vs Jul 2026) The average rating of products in this category, based on all submitted ratings _Last updated: August 12, 2026_ ## How Does G2 Rank Software Intelligence Platforms Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 200+ Authentic Reviews - 31+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Software Intelligence Platforms Software ![G2 Grid® for Software Intelligence Platforms Software plotting products by satisfaction and market presence](https://www.g2.com/categories/software-intelligence-platforms/grids.png?focus%5B%5D=161987&focus%5B%5D=58553&focus%5B%5D=125408&focus%5B%5D=1291640&focus%5B%5D=1185267) Highlighted products: CAST Imaging, CAST Highlight, Crowdbotics Platform, CodeLogic, Inc., and We-Bridge DeltaForce. Underlying data: [Grid® JSON](https://www.g2.com/categories/software-intelligence-platforms/grids.json?focus%5B%5D=cast-imaging&focus%5B%5D=cast-highlight&focus%5B%5D=crowdbotics-platform&focus%5B%5D=codelogic-inc-codelogic-inc&focus%5B%5D=we-bridge-deltaforce) **Sponsored** ### CAST Highlight Portfolio-level insights for app modernization, AI readiness, tech debt, OSS risks CAST Highlight is a SaaS software intelligence technology that delivers rapid, fact-based insights across your entire application portfolio. By automatically analyzing the source code of hundreds or thousands of applications, CAST Highlight helps organizations assess cloud maturity, AI & Agentic readiness, software health, open source risk, resiliency, technical debt, and sustainability from a single lightweight scan. CAST Highlight is designed for CIOs, CTOs, enterprise architects, cloud leaders, application owners, security teams, and modernization teams that need a fact-based way to prioritize modernization, cloud, and AI adoption decisions at scale. It helps teams identify which applications are ready to move quickly, which require remediation, and where hidden software risks may affect transformation cost, timelines, security, resilience, or business outcomes. Unlike traditional manual or survey-based assessments, CAST Highlight analyzes application source code directly to rapidly segment portfolios, prioritize modernization paths, and uncover risks before they impact transformation programs. Organizations use CAST Highlight to: - Accelerate cloud migration and modernization planning - Segment applications by cloud maturity and transformation path - Identify high-value AI adoption opportunities - Assess Agentic Readiness across application portfolios - Prioritize technical debt, resiliency, and maintainability improvements - Assess open source vulnerabilities and IP / license exposure - Evaluate software sustainability with Green Impact insights - Reduce complexity, cost, and risk across transformation programs Businesses move faster using CAST to understand, improve, and transform their software. Through semantic analysis of source code, CAST generates dashboards and 3D maps for executives, technologists, and AI to navigate inside individual applications and across entire portfolios. This intelligence enables companies to steer, speed, and report on initiatives such as technical debt, modernization, and cloud. As the pioneer of the software intelligence field, CAST is trusted by the world’s leading companies and governments, their consultancies and cloud providers. See it all at castsoftware.com. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1008666&secure%5Bchosen_at%5D=2026-08-15T13%3A17%3A38Z&secure%5Bdisplayable_resource_id%5D=1008666&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1008666&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=58553&secure%5Bresource_id%5D=1008666&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsoftware-intelligence-platforms&secure%5Btoken%5D=61301e99e9e636f7d31d2f326215f59da935337965604c707cb06091509805a1&secure%5Burl%5D=https%3A%2F%2Fwww.castsoftware.com%2Ftryhighlight%3Futm_campaign%3Dg2_clicks_ads%26utm_source%3Dcast_highlight%26utm_medium%3Dtrial_request&secure%5Burl_type%5D=free_trial) ### [CAST Imaging](https://www.g2.com/products/cast-imaging/reviews) CAST Imaging helps software architects and AI agents understand, change, and modernize applications. It automatically reverse-engineers all database structures, code components, and interdependencies in any custom-built applications. CAST Imaging deterministically maps the entire system – architecture, dependencies, data access, and tech debt. It provides interactive and accurate architecture blueprints, zoomable to the tiniest details. as well as data call graphs and end-to-end transaction views. All this in a lightweight web UI with the ability for teams to collaborate by adding their own knowledge and sharing insights. A built-in MCP server streams this precise application architectural context to AI agents which can generate consistent, accurate, and safe code changes. Businesses move faster using CAST technology to understand, improve, and transform their software. Through semantic analysis of source code, CAST produces 3D maps and dashboards to navigate inside individual applications and across entire portfolios. This intelligence empowers executives and technology leaders to steer, speed, and report on initiatives such as technical debt, GenAI, modernization, and cloud. As the pioneer of the software intelligence field, CAST is trusted by the world’s leading companies and governments, their consultancies and cloud providers. See it all at castsoftware.com. **Average Rating:** 4.6/5.0 **Total Reviews:** 36 #### Who Is the Company Behind CAST Imaging? - **Seller:** [CAST](https://www.g2.com/sellers/cast) - **Company Website:** www.castsoftware.com - **Year Founded:** 1990 - **HQ Location:** New York - **Twitter:** @SW\_Intelligence 1,887 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0ce2f19bfa683d9d06fc56898a1568de05de4c4332e22f1fb046292c65ff44c9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcast%2F&secure%5Burl_type%5D=linkedin_company_website) 1,264 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 53% Large, 28% Small #### What Are Recent G2 Reviews of CAST Imaging? **["Engineering Dashboard Boosts Code Quality"](https://www.g2.com/survey_responses/cast-imaging-review-13075743)** **Rating:** 4.5/5.0 stars _— Vinsensius Samuel H._ [Read full review](https://www.g2.com/survey_responses/cast-imaging-review-13075743) **["CAST Imaging Turns Complex Apps into an Intuitive, High-Performance Visual Map"](https://www.g2.com/survey_responses/cast-imaging-review-13101049)** **Rating:** 4.0/5.0 stars _— Verified User in Maritime_ [Read full review](https://www.g2.com/survey_responses/cast-imaging-review-13101049) #### What Are G2 Users Discussing About CAST Imaging? - [What is CAST Imaging used for?](https://www.g2.com/discussions/what-is-cast-imaging-used-for) - 1 comment, 1 upvote ### [CAST Highlight](https://www.g2.com/products/cast-highlight/reviews) Portfolio-level insights for app modernization, AI readiness, tech debt, OSS risks CAST Highlight is a SaaS software intelligence technology that delivers rapid, fact-based insights across your entire application portfolio. By automatically analyzing the source code of hundreds or thousands of applications, CAST Highlight helps organizations assess cloud maturity, AI & Agentic readiness, software health, open source risk, resiliency, technical debt, and sustainability from a single lightweight scan. CAST Highlight is designed for CIOs, CTOs, enterprise architects, cloud leaders, application owners, security teams, and modernization teams that need a fact-based way to prioritize modernization, cloud, and AI adoption decisions at scale. It helps teams identify which applications are ready to move quickly, which require remediation, and where hidden software risks may affect transformation cost, timelines, security, resilience, or business outcomes. Unlike traditional manual or survey-based assessments, CAST Highlight analyzes application source code directly to rapidly segment portfolios, prioritize modernization paths, and uncover risks before they impact transformation programs. Organizations use CAST Highlight to: - Accelerate cloud migration and modernization planning - Segment applications by cloud maturity and transformation path - Identify high-value AI adoption opportunities - Assess Agentic Readiness across application portfolios - Prioritize technical debt, resiliency, and maintainability improvements - Assess open source vulnerabilities and IP / license exposure - Evaluate software sustainability with Green Impact insights - Reduce complexity, cost, and risk across transformation programs Businesses move faster using CAST to understand, improve, and transform their software. Through semantic analysis of source code, CAST generates dashboards and 3D maps for executives, technologists, and AI to navigate inside individual applications and across entire portfolios. This intelligence enables companies to steer, speed, and report on initiatives such as technical debt, modernization, and cloud. As the pioneer of the software intelligence field, CAST is trusted by the world’s leading companies and governments, their consultancies and cloud providers. See it all at castsoftware.com. **Average Rating:** 4.5/5.0 **Total Reviews:** 86 #### Who Is the Company Behind CAST Highlight? - **Seller:** [CAST](https://www.g2.com/sellers/cast) - **Company Website:** www.castsoftware.com - **Year Founded:** 1990 - **HQ Location:** New York - **Twitter:** @SW\_Intelligence 1,887 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0ce2f19bfa683d9d06fc56898a1568de05de4c4332e22f1fb046292c65ff44c9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcast%2F&secure%5Burl_type%5D=linkedin_company_website) 1,264 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 57% Large, 24% Small #### What Do G2 Reviewers Say About CAST Highlight? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of CAST Highlight, allowing for quick and efficient application analysis without complications. - Users find the **easy setup** of CAST Highlight to be straightforward and efficient, enhancing their analysis experience. - Users value CAST Highlight for its **comprehensive cloud assessment capabilities** , aiding in application migration and risk analysis. - Users value the **efficiency** of CAST Highlight, enabling quick, objective analysis of application portfolios for better decision-making. - Users appreciate the **real-time monitoring** of CAST Highlight, enabling quick, actionable insights for effective portfolio management. ##### Cons - Users find the **complex navigation** in CAST Highlight challenging, affecting their overall user experience and efficiency. - Users find the **dashboard issues** in CAST Highlight hinder effective insights and require customization for better alignment. - Users find the **delayed detection** of issues in CAST Highlight hinders timely responses and detailed analysis. - Users find the **difficulty in initial configuration** and metric interpretation challenging for new teams utilizing CAST Highlight. - The **high price** of CAST Highlight restricts its usage in large companies, limiting its potential impact. #### What Are Recent G2 Reviews of CAST Highlight? **["Cast Highlight App Review"](https://www.g2.com/survey_responses/cast-highlight-review-8335236)** **Rating:** 4.0/5.0 stars _— Silviu Constantin S._ [Read full review](https://www.g2.com/survey_responses/cast-highlight-review-8335236) **["Portfolio Insights in One Place with CAST Highlight"](https://www.g2.com/survey_responses/cast-highlight-review-12977472)** **Rating:** 4.5/5.0 stars _— Verified User in Government Administration_ [Read full review](https://www.g2.com/survey_responses/cast-highlight-review-12977472) #### What Are G2 Users Discussing About CAST Highlight? - [What is cast imaging?](https://www.g2.com/discussions/what-is-cast-imaging) - 1 comment - [How does a cast tool work?](https://www.g2.com/discussions/how-does-a-cast-tool-work) - [What is CAST software tool?](https://www.g2.com/discussions/what-is-cast-software-tool) - 1 comment - [What does cast highlight do?](https://www.g2.com/discussions/what-does-cast-highlight-do) - 1 comment ### [Crowdbotics Platform](https://www.g2.com/products/crowdbotics-platform/reviews) Crowdbotics is an AI-driven platform designed to streamline the software development lifecycle by enabling rapid application development through strategic code reuse and modular design. By leveraging a comprehensive library of pre-built, production-tested code modules, Crowdbotics allows organizations to efficiently build, deploy, and manage applications tailored to their specific needs. Key Features and Functionality: - Prebuilt Code Modules: Access a vast repository of reusable code packages covering common functionalities such as authentication, messaging, and payments, facilitating quick integration into projects. - Visual App Builder: Utilize a drag-and-drop interface to design and assemble applications, reducing coding barriers and accelerating prototyping. - AI-Driven Planning: Generate comprehensive product requirement documents (PRDs) and technical specifications using AI, ensuring alignment between business objectives and technical implementation. - Flexible Development Options: Cater to both technical and non-technical users by offering no-code/low-code tools alongside customizable code for developers. - Scalable and Secure Deployments: Launch applications with built-in support for modern cloud infrastructure, compliance standards, and ongoing updates. - Project Management Integration: Streamline development workflows with integrated project management tools and seamless Git integration, enhancing collaboration and version control. Primary Value and Problem Solved: Crowdbotics addresses the challenges of traditional software development by reducing project timelines and costs through the reuse of proven code modules. This approach minimizes the need to build common features from scratch, allowing teams to focus on unique aspects of their applications. By bridging the gap between idea and execution, Crowdbotics empowers organizations to respond swiftly to market changes, innovate efficiently, and achieve faster time-to-market for their software solutions. **Average Rating:** 4.7/5.0 **Total Reviews:** 22 #### Who Is the Company Behind Crowdbotics Platform? - **Seller:** [Crowdbotics](https://www.g2.com/sellers/crowdbotics) - **Year Founded:** 2016 - **HQ Location:** Berkeley, California - **Twitter:** @crowdbotics 605 Twitter followers - **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5c69da1c935d0e740d792317aec3234fa2233a25965caf19740ecd5f1e7f6628&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fcrowdbotics&secure%5Burl_type%5D=linkedin_company_website) 60 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 86% Small, 9% Medium #### What Do G2 Reviewers Say About Crowdbotics Platform? _AI-generated summary from verified user reviews_ ##### Pros - Users value Crowdbotics' **streamlined app development process** , praising their professionalism and commitment to client satisfaction. - Users praise the **ease of use** of Crowdbotics, enjoying its intuitive interface and rapid app development capabilities. - Users value the **customization options** in Crowdbotics Platform, making app development efficient and tailored to their needs. - Users value the **fast and affordable app development** facilitated by Crowdbotics Platform's AI capabilities and expert support. - Users love the **easy integrations** of Crowdbotics, enhancing app development while ensuring a user-friendly experience. ##### Cons - Users find the platform **expensive** as scaling can cost small startups more, affecting budget considerations. - Users often experience **delay issues** with Crowdbotics, especially due to rushed project timelines and milestone approvals. - Users feel the platform has a **bias towards slow speed and efficiency** , affecting overall client satisfaction. - Users feel a **rushed sense of urgency** from Crowdbotics that complicates project approval and leads to delays. - Users note the **slow build process** for larger projects and concerns about costly scaling for small startups. #### What Are Recent G2 Reviews of Crowdbotics Platform? **["Rapid, Cost-Effective App Building with Expert Support"](https://www.g2.com/survey_responses/crowdbotics-platform-review-11915127)** **Rating:** 4.0/5.0 stars _— Neha J._ [Read full review](https://www.g2.com/survey_responses/crowdbotics-platform-review-11915127) **["A Smart and Efficient Platform for Building Apps Without the Hassle"](https://www.g2.com/survey_responses/crowdbotics-platform-review-11840165)** **Rating:** 5.0/5.0 stars _— andré P._ [Read full review](https://www.g2.com/survey_responses/crowdbotics-platform-review-11840165) ### [CodeLogic, Inc.](https://www.g2.com/products/codelogic-inc-codelogic-inc/reviews) The CodeLogic Continuous Software Intelligence Platform enables both top-down and bottom-up approaches to software system analysis and provides a continuous spectrum of relationship data everywhere in between. Finally, a solution exists showing inter-application relationships, across projects, databases and microservices. **Average Rating:** 4.6/5.0 **Total Reviews:** 20 #### Who Is the Company Behind CodeLogic, Inc.? - **Seller:** [CodeLogic](https://www.g2.com/sellers/codelogic) - **Year Founded:** 2020 - **HQ Location:** San Francisco, CA - **Twitter:** @codelogicinc 157 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9434960d7d1fd21528c4b7f36025024f133cb0a9ba719324329d8a2db9878a1e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcodelogicinc%2F&secure%5Burl_type%5D=linkedin_company_website) 17 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Education Management - **Company Size:** 45% Large, 35% Medium #### What Are Recent G2 Reviews of CodeLogic, Inc.? **["Don't fear when CodeLogic, Inc. is here"](https://www.g2.com/survey_responses/codelogic-inc-review-8224440)** **Rating:** 5.0/5.0 stars _— ATHIMALA T._ [Read full review](https://www.g2.com/survey_responses/codelogic-inc-review-8224440) **["How CodeLogic quietly became one of my smartest dev tools"](https://www.g2.com/survey_responses/codelogic-inc-review-8186119)** **Rating:** 5.0/5.0 stars _— Aashir S._ [Read full review](https://www.g2.com/survey_responses/codelogic-inc-review-8186119) ### [We-Bridge DeltaForce](https://www.g2.com/products/we-bridge-deltaforce/reviews) DeltaForce is an application analytics tool that provides comprehensive insight into enterprise applications and databases. **Average Rating:** 4.6/5.0 **Total Reviews:** 15 #### Who Is the Company Behind We-Bridge DeltaForce? - **Seller:** [We-Bridge Worlds, LLC.](https://www.g2.com/sellers/we-bridge-worlds-llc) - **Year Founded:** 2020 - **HQ Location:** Roseville, California - **Twitter:** @webridge1 10 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a7ca97f48247ccb612fc867581d5cf10cb986e4cd75568697d9bf67627e526db&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwe-bridge&secure%5Burl_type%5D=linkedin_company_website) 8 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 40% Medium, 33% Small #### What Do G2 Reviewers Say About We-Bridge DeltaForce? _AI-generated summary from verified user reviews_ ##### Pros - Users find We-Bridge DeltaForce to have a **user-friendly interface** , making it easy to navigate and implement. - Users appreciate the **automation capabilities** of We-Bridge DeltaForce, simplifying daily tasks and enhancing efficiency. - Users find the **implementation ease** of We-Bridge DeltaForce beneficial for quick setup and effective resource optimization. - Users highlight the **time-saving** benefits of We-Bridge DeltaForce, optimizing resources and enhancing collaboration effortlessly. - Users appreciate the **charting features** of We-Bridge DeltaForce, finding them effective for accurate reporting and automation. ##### Cons - Users experience occasional **bugs and downtime** , leading to crashes when running the same code repeatedly. - Users find the **UI lacking and in need of improvement** , while also experiencing issues with auto modelling functionality. - Users find the **pricing too expensive** for small businesses, making it difficult to justify the investment. - Users note that **third-party integrations could be improved** , affecting overall satisfaction with We-Bridge DeltaForce. - Users find the **learning curve challenging** , making it difficult for new users to get started smoothly. #### What Are Recent G2 Reviews of We-Bridge DeltaForce? **["Impressive analytics tool for data with easy configuration setup"](https://www.g2.com/survey_responses/we-bridge-deltaforce-review-9446255)** **Rating:** 4.5/5.0 stars _— Akshat J._ [Read full review](https://www.g2.com/survey_responses/we-bridge-deltaforce-review-9446255) **["Trust DeltaForce for Application Analytics Solutions"](https://www.g2.com/survey_responses/we-bridge-deltaforce-review-9417250)** **Rating:** 5.0/5.0 stars _— Sahil A._ [Read full review](https://www.g2.com/survey_responses/we-bridge-deltaforce-review-9417250) ### [Rocket Enterprise Analyzer](https://www.g2.com/products/rocket-enterprise-analyzer/reviews) Micro Focus Enterprise Analyzer delivers a wide array of tools and content to support better application understanding—from graphical CIO dashboards to granular developer programs and field insight. **Average Rating:** 4.5/5.0 **Total Reviews:** 6 #### Who Is the Company Behind Rocket Enterprise Analyzer? - **Seller:** [Rocket Software](https://www.g2.com/sellers/rocket-software) - **Year Founded:** 1990 - **HQ Location:** Waltham, MA - **Twitter:** @Rocket 3,532 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b73864de33f4d4d2949aae271fd0bb4f865863c2dbc784032057e526fcf55333&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10127%2F&secure%5Burl_type%5D=linkedin_company_website) 4,347 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 67% Large, 17% Medium #### What Are Recent G2 Reviews of Rocket Enterprise Analyzer? **["Very useful course"](https://www.g2.com/survey_responses/rocket-enterprise-analyzer-review-7716372)** **Rating:** 5.0/5.0 stars _— Prabhu S._ [Read full review](https://www.g2.com/survey_responses/rocket-enterprise-analyzer-review-7716372) **["IT leader involved in mainframe modernisation and IT transformation"](https://www.g2.com/survey_responses/rocket-enterprise-analyzer-review-7810447)** **Rating:** 5.0/5.0 stars _— Snehasish D._ [Read full review](https://www.g2.com/survey_responses/rocket-enterprise-analyzer-review-7810447) #### What Are G2 Users Discussing About Rocket Enterprise Analyzer? - [What is Micro Focus Enterprise Analyzer used for?](https://www.g2.com/discussions/what-is-micro-focus-enterprise-analyzer-used-for) ### [vFunction](https://www.g2.com/products/vfunction/reviews) vFunction, the pioneer of AI-driven architectural observability, delivers a platform that enables you to understand your application architecture, reduce technical debt and manage complexity. Whether you want to modernize monoliths, or add governance to your microservices architecture, vFunction provides the visibility, analysis, control and automation you need. **Average Rating:** 4.7/5.0 **Total Reviews:** 3 #### Who Is the Company Behind vFunction? - **Seller:** [vFunction](https://www.g2.com/sellers/vfunction) - **Year Founded:** 2017 - **HQ Location:** Menlo Park, US - **Twitter:** @v\_function 281 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4ea86d88cab35036ebb8e5f51c13477e210922f2a0c8f96a6bc8afd4a93b6f76&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvfunction&secure%5Burl_type%5D=linkedin_company_website) 33 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 33% Large, 33% Medium #### What Are Recent G2 Reviews of vFunction? **["Genuine VFunction review"](https://www.g2.com/survey_responses/vfunction-review-5066883)** **Rating:** 5.0/5.0 stars _— Praveenkumar P._ [Read full review](https://www.g2.com/survey_responses/vfunction-review-5066883) **["VFunction has revolutionized application modernisation"](https://www.g2.com/survey_responses/vfunction-review-7794682)** **Rating:** 5.0/5.0 stars _— Punit S._ [Read full review](https://www.g2.com/survey_responses/vfunction-review-7794682) #### What Are G2 Users Discussing About vFunction? - [What is vFunction used for?](https://www.g2.com/discussions/what-is-vfunction-used-for) ### [Visual Expert](https://www.g2.com/products/visual-expert/reviews) 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. Leverage hundreds of features to improve the quality, performance, and security of your applications. Find Cross References Identify code dependencies to estimate the impact of a change and modify your code without breaking your application. Detect Security Vulnerabilities Automatically scan your code to detect and fix security issues. Generate Code Inspection Report to clean it up, streamline maintenance efforts and avoid unexpected behavior. Review CRUD Operations Automatically generate a CRUD matrix showing which programs access your data. Generate Diagrams from your code to visualize objects and dependencies: Call graphs, Data Models, impact analysis diagrams… Automatically generate comprehensive HTML documentation of your source code. Analyze and Improve Code Performance Find the slow pieces of code, analyze processes, and remove bottlenecks. Compare two versions of your application or sets of code. Filter changes and save snapshots of your code to compare them anytime in the future. **Average Rating:** 4.6/5.0 **Total Reviews:** 12 #### Who Is the Company Behind Visual Expert? - **Seller:** [Novalys](https://www.g2.com/sellers/novalys) - **Year Founded:** 1998 - **HQ Location:** Boulogne-Billancourt, Ile-de-France - **Twitter:** @PowerBuilderTV 615 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ccafbaeb4412305fb2e10144a87e74df1f13482e0326e3a5dcf77be98b15aa07&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10014166%2F&secure%5Burl_type%5D=linkedin_company_website) 32 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 67% Medium, 17% Small #### What Do G2 Reviewers Say About Visual Expert? _AI-generated summary from verified user reviews_ ##### Pros - Users find the **easy setup** of Visual Expert straightforward, facilitating a quick start to their data analysis tasks. - Users value the **clear breakdown of code and diagrams** , essential for understanding undocumented software and connections. - Users appreciate the **enhanced privacy and security features** of Visual Expert, ensuring safe handling of encrypted data. ##### Cons - Users find the **confusing interface** of Visual Expert challenging, especially if they're not technically inclined. - Users find the **difficulty for beginners** challenging due to a technical interface and code familiarity requirements. - Users feel the **limited ability to provide specific data corrections** hinders accurate handling and modification of data points. - Users experience **slow performance** with Visual Expert on large projects, often leading to frustrating delays and crashes. #### What Are Recent G2 Reviews of Visual Expert? **["Secure and Efficient for Data Analysis"](https://www.g2.com/survey_responses/visual-expert-review-11604721)** **Rating:** 4.5/5.0 stars _— Noore Alam Shahariya S._ [Read full review](https://www.g2.com/survey_responses/visual-expert-review-11604721) **["Essential Tool for Code Comprehension and Maintenance"](https://www.g2.com/survey_responses/visual-expert-review-11915916)** **Rating:** 4.5/5.0 stars _— Verified User in Higher Education_ [Read full review](https://www.g2.com/survey_responses/visual-expert-review-11915916) #### What Are G2 Users Discussing About Visual Expert? - [What is Visual Expert used for?](https://www.g2.com/discussions/what-is-visual-expert-used-for) ### [Draftt](https://www.g2.com/products/draftt/reviews) Draftt is the Operating System for continuous tech debt governance: an agentic, AI-first platform built to run proactively across your entire engineering stack. At its core, Draftt continuously identifies what is at risk, from end-of-life software and unrotated access keys to version drift and expiring certificates, then understands why each finding matters by adding the engineering and business context that makes it actionable: who owns it, what it breaks, and what it costs. Dozens of out-of-the-box and autonomous agents turn those findings into action, generating upgrade plans, routing each item to the team that owns it, and driving remediation to closure through the workflows you already use. Draftt operates on top of the tools you already run, connecting in minutes to your cloud accounts, registries, source control, and ticketing systems, with no agents to deploy and no code changes required. By eliminating the spreadsheet chasing, status meetings, and reactive firefighting that maintenance usually demands, Draftt empowers engineering teams to move beyond endless backlogs and govern their stack continuously, resolving tech debt before it becomes a cost, compliance, security, or reliability exposure. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### Who Is the Company Behind Draftt? - **Seller:** [Draftt](https://www.g2.com/sellers/draftt) - **Year Founded:** 2024 - **HQ Location:** New York, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dd65aca6a938ac97fa4704d9ef856ef41450648f6a8b26a51c6608e9ccbe149f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F92483438&secure%5Burl_type%5D=linkedin_company_website) 18 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Are Recent G2 Reviews of Draftt? **["Draftt Replaced Our EOL Spreadsheets for EKS—Fast Setup and a Responsive Team"](https://www.g2.com/survey_responses/draftt-review-13126316)** **Rating:** 5.0/5.0 stars _— Verified User in Computer Software_ [Read full review](https://www.g2.com/survey_responses/draftt-review-13126316) ### [Prodaff](https://www.g2.com/products/prodaff/reviews) Prodaff: Workforce Productivity, Time Tracking, and Attendance Software Overview Prodaff is workforce productivity, time tracking, and attendance management software for Windows and Mac. It combines a lightweight desktop application with centralized dashboards that help organizations understand how time, attendance, applications, tasks, and workforce activity are structured. The platform is designed for office-based, hybrid, remote, offshore, and distributed teams that need accurate, tamper-proof records without relying on manual timesheets or repeated status updates. Prodaff can run automatically in the background from system startup, helping organizations capture consistent workforce data while minimizing manual input and accidental interference. Purpose Prodaff helps organizations maintain accurate, audit-ready, and compliance-ready records across time, attendance, activity, projects, leave, and workforce operations. The platform gives managers visibility into active time, idle time, focus patterns, attendance, application usage, task progress, and longer-term productivity trends. This information supports payroll preparation, workforce planning, project oversight, and informed management conversations. Prodaff is designed to provide context and accountability rather than reduce performance to a single metric. Key Functions Automatic Time and Attendance Tracking Prodaff records active, idle, and total tracked time automatically. Attendance information can include present, absent, late, workday, holiday, and leave records, giving managers a clear view of employee availability. Department and User Dashboards Managers can review workforce performance at both department and employee levels. Dashboards display productivity scores, active time, idle time, focus time, attendance, alerts, activity heatmaps, application usage, and trends over time. Productivity Alerts Organizations can set expected productivity thresholds and receive alerts when activity falls below configured levels. These alerts help managers identify sustained changes that may require further review or conversation. Activity Timeline The timeline provides a session-by-session view of tracked time, active time, idle time, productivity scores, screenshots, and work periods. Offline and manually regularized entries are also reflected for more complete records. Application and URL Tracking Prodaff shows time spent across applications, websites, domains, and specific URLs. Applications can be categorized as focused or distracting based on the role, team, or department. Optional Screenshots Organizations can enable session-based screenshots to provide additional context alongside activity records. Screenshot settings can be configured according to internal policies and monitoring requirements. Offline Tracking Prodaff continues recording activity when internet access is unavailable and synchronizes the data when the device reconnects. Regularization Employees can submit missing or corrected time for missed clock-ins, offline meetings, or work completed outside the system. Managers can approve, decline, or keep requests pending. Leave Management The platform supports leave requests, approval workflows, leave categories, annual entitlements, and attendance updates. Task and Project Management Tracked time can be aligned with projects and tasks, helping managers understand where effort is being spent and how work is progressing. Time Zone Alignment Prodaff supports employee and company time zones, making workforce records easier to review across global and distributed teams. Employee and Department Management Administrators can add employees manually, through CSV or Excel uploads, or through supported integrations. Employees can be organized by role, department, team, and time zone. Integrations Prodaff connects with platforms such as QuickBooks, Jira, Salesforce, Keka, Sage HR, and Zoho People. Depending on the integration, organizations can import employees, sync time records, transfer attendance data, and bring project tasks into Prodaff. Key Features Stealth Mode Prodaff supports administrator-managed background deployment for organizations that require silent tracking on company-owned devices. The application can run from system startup without requiring employees to manually start or stop timers. It cannot be paused, disabled, or removed without administrative permissions. Tamper-Proof Architecture Prodaff is designed to protect the integrity of workforce records. Administrative controls prevent unauthorized interruption or removal of the desktop application. Lightweight Performance The application uses minimal system resources and is designed to run alongside other business and security software without slowing down desktop performance. Audit-Ready and Compliance-Ready Reporting Prodaff creates structured records across time, attendance, activity, leave, regularization, projects, and employee management. Data can be exported in CSV or Excel formats for payroll, HRMS, compliance, and internal reporting workflows. Use Cases by Industry Prodaff is suitable for organizations that need dependable workforce records and better operational visibility, including: Finance and accounting firms Maintain audit-ready time and attendance records across teams and client work. Agencies Track project time, attendance, and workload across multiple clients and geographies. Software development teams Align tracked hours, applications, tasks, and project progress. Consulting firms Manage distributed professionals, client engagements, and billable work. Offshore operations Maintain consistent records across locations, teams, and time zones. Customer support and CX teams Review attendance, schedules, productivity patterns, and shift activity. BPO organizations Manage large, distributed, and multi-shift workforces with structured reporting. Professional services firms Improve time visibility, project accountability, and workforce planning. Key Takeaway Prodaff brings time tracking, attendance, productivity dashboards, application and URL usage, screenshots, projects, tasks, leave, regularization, employee management, and integrations into one platform. With automatic tracking, tamper-proof records, offline support, dual time zones, configurable alerts, and audit-ready reporting, Prodaff helps organizations manage modern workforces with greater clarity, consistency, and operational control. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### Who Is the Company Behind Prodaff? - **Seller:** [Prodaff](https://www.g2.com/sellers/prodaff) - **Year Founded:** 2023 - **HQ Location:** San Francisco, CA - **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7ae9f17a4c9193d2b551c7b3b3cdefdc0af03f0e9e18293985f09554a9008471&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fprodaff%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® - **Phone:** +1 504-899-8221 #### Who Uses This Product? - **Company Size:** 100% Medium #### What Are Recent G2 Reviews of Prodaff? **["Reliable visibility for remote teams without adding manual overhead"](https://www.g2.com/survey_responses/prodaff-review-12240200)** **Rating:** 5.0/5.0 stars _— Amit S._ [Read full review](https://www.g2.com/survey_responses/prodaff-review-12240200) ### [Adronite](https://www.g2.com/products/adronite/reviews) Adronite specializes in transforming codebase understanding by quickly generating system architecture diagrams and comprehensive documentation from raw code. Their AI-powered solutions help software developers comprehend complex, undocumented code, thereby reducing costs and enhancing productivity. Serving software engineers, industry leaders, and top designers, Adronite's tools are programming language agnostic and integrate seamlessly into existing workflows. The company prioritizes security and scalability, making their services suitable for various projects and deployment needs. #### Who Is the Company Behind Adronite? - **Seller:** [Adronite](https://www.g2.com/sellers/adronite) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7f37da746fcfd52c4798e6ac03effbd67e096613587ca0d76dd696e839e99bce&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fadronite%2F&secure%5Burl_type%5D=linkedin_company_website) 6 employees on LinkedIn® ### [Codified](https://www.g2.com/products/codified/reviews) Codified is a software engineering firm specializing in the end-to-end delivery of application development projects. They offer comprehensive services to clients, ensuring reliable and efficient software solutions. #### Who Is the Company Behind Codified? - **Seller:** [Codified](https://www.g2.com/sellers/codified) - **Year Founded:** 2021 - **HQ Location:** Detroit, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5cd65b0f51c8daf6a4af7e4c829c91aa3fd22e2a90de9e077f2d119e146c1c25&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F71519447&secure%5Burl_type%5D=linkedin_company_website) 5 employees on LinkedIn® ### [Concho AI](https://www.g2.com/products/concho-ai/reviews) Concho gives engineering teams a verified, queryable model of their existing codebase — so the decisions being made about it are grounded in what the system actually does, not what anyone thinks it does. We extract the business logic, integration boundaries, and behavioral knowledge buried in legacy software and make it legible before teams touch it. #### Who Is the Company Behind Concho AI? - **Seller:** [Concho AI](https://www.g2.com/sellers/concho-ai) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1078a4385285404c46f4bf06b02a6d3f1e5a406d875bf6d0f77cd5c96fbd9071&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fconcho-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [Constellation](https://www.g2.com/products/shiftinbits-inc-constellation/reviews) AI coding agents waste most of their context window grepping files and guessing at code structure. Constellation gives them a persistent, team-wide knowledge graph of your codebase (symbol search, dependency graphs, impact analysis) delivered via MCP so every token goes toward reasoning, not discovery. #### Who Is the Company Behind Constellation? - **Seller:** [ShiftinBits](https://www.g2.com/sellers/shiftinbits) - **Year Founded:** 2025 - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4bf2caf24fcac7734328fbc4c92a62a5476d64eb8e0128e812194ddcd12075d6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fshiftinbits%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [CoreStory](https://www.g2.com/products/corestory/reviews) CoreStory leverages AI-driven intelligence models to reimagine and accelerate traditional legacy migration and application maintenance projects. With a foundation built on several person-decades of actual development experience and early adoption of AI technologies, CoreStory has developed proprietary model ensembles and agentic workflows that address the most critical pain points in application modernization and maintenance efforts. Using AI to document the business and technical insights locked away in legacy code, CoreStory increases speed and reduces failure when maintaining or modernizing strategic applications. #### Who Is the Company Behind CoreStory? - **Seller:** [CoreStory](https://www.g2.com/sellers/corestory) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5a032860c4efef48b01aac2747d8ea6614587d45cc9c054f78ad1697f676707f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcorestoryai%2F&secure%5Burl_type%5D=linkedin_company_website) 17 employees on LinkedIn® - ‹ Prev ‹ Prev - 1 - [2](/categories/software-intelligence-platforms?order=g2_score&page=2#product-list) - [3](/categories/software-intelligence-platforms?order=g2_score&page=3#product-list) - [Next › Next ›](/categories/software-intelligence-platforms?order=g2_score&page=2#product-list) Spotlight Categories [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp) [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) [Accounts Receivable Software](https://www.g2.com/categories/accounts-receivable) [Spend Management Software](https://www.g2.com/categories/spend-management) [Customer Service Automation Software](https://www.g2.com/categories/customer-service-automation) Similar Categories - [Bug Tracking](/categories/bug-tracking) - [AI SRE Tools](/categories/ai-sre-tools) - [ALM Software](/categories/alm-software) - [Application Release Orchestration](/categories/application-release-orchestration) - [Automation Testing](/categories/automation-testing-tools) - [Batch Management](/categories/batch-management) - [CI/CD Tools](/categories/ci-cd-tools) - [Containerization](/categories/containerization) - [Database DevOps Software](/categories/database-devops-software) - [DevOps Platforms](/categories/devops-platforms) - [Source Code Management](/categories/source-code-management) - [Value Stream Management](/categories/value-stream-management) [Browse Software Intelligence Platforms Themes](/categories/software-intelligence-platforms/themes) ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello") AC Researched and written by [Adam Crivello](https://research.g2.com/insights/author/adam-crivello) Updated October 3, 2024 Software intelligence platforms provide organizations and developers with a comprehensive understanding of their software architecture, code quality, and technical debt. These tools combine advanced analytics with visual dependency maps to dissect complex codebases. These platforms enable teams to make informed decisions on code maintenance, refactoring, and development strategies by providing codebase observability. Organizations leverage this software to gain deep, intuitive insight into their codebase. Software intelligence platforms facilitate collaboration among developers and admins by providing a common framework for understanding code structures, dependencies, and performance issues. Unlike [static code analysis tools](https://www.g2.com/categories/static-code-analysis) or [bug tracking software](https://www.g2.com/categories/bug-tracking), software intelligence platforms offer a deeper analysis of a codebase's anatomy, guiding strategic decisions that also align with best practices in software development. These include alerts related to code drift, recommendations to reduce technical debt, and more. To qualify for inclusion in the Software Intelligence category, a product must: - Produce interactive dependency graphs and natural language explanations for software architecture - Allow users to query for a variety of codebase insights - Monitor technical debt over time Show More