Real-World Examples

Welcome to our collection of real-world success stories. Discover how businesses and teams are achieving more with Kore.

🧠 Knowledge Discovery

Unlock the Intelligence in Your Data

Your organization's most valuable asset is often hidden within mountains of unstructured data. Kore's Knowledge Base agent transforms this challenge into an opportunity, allowing you to effortlessly discover, navigate, and leverage critical information buried across diverse formats and locations. Whether you're sifting through internal documents or exploring external web resources, Kore makes your data intelligent and instantly accessible.

Seamlessly Integrate Diverse Knowledge Sources:

• Connect Your Internal Repositories: Easily integrate with your existing file storage solutions, including Microsoft OneDrive and SharePoint. Upload individual files or connect entire folders, allowing Kore to index and understand your internal knowledge base.

• Support for Multiple Document Formats: Kore's agents are adept at parsing and understanding a wide array of document types. Effortlessly make questions to discover data from:

  • Word documents (.docx, .doc)
  • Presentations (.pptx, .ppt)
  • Spreadsheets (.xlsx, .xls)
  • PDFs, text files, and many more.

• Incorporate Web Scraping for External Insights: Extend your knowledge base beyond internal documents. Simply provide URLs to the Knowledge Base agent, and our agents will automatically inspect, parse, and incorporate the web content into their understanding. This allows you to include dynamic web pages, articles, research papers, or any other online resource as part of your queryable knowledge.

Transforming Information into Actionable Insights: Once your knowledge sources are connected, the Kore Knowledge Base agent enables a powerful new way to interact with your data:

• Intuitive Questioning: Forget keyword searches. Simply ask natural language questions about your data, just as you would ask a colleague. Our agents understand the context and intent behind your queries, pulling relevant information from across all integrated sources.
• Cross-Document Data Synthesis: Kore doesn't just find individual documents; it synthesizes information from multiple files and web pages to provide comprehensive answers. This allows you to quickly connect disparate pieces of information and gain holistic insights.
• Accelerated Research & Decision-Making: Drastically reduce the time spent on manual data gathering and analysis. With Kore, you can rapidly answer complex questions, validate assumptions, and make more informed decisions based on a complete understanding of your available knowledge.

Kore's Knowledge Base agent turns your scattered data into a unified, intelligent resource, empowering you to unlock hidden insights and drive innovation.

📄 Document Everything

Effortless, Comprehensive, and Always Up-to-Date

Tired of outdated, incomplete, or time-consuming documentation? Kore revolutionizes your documentation process, ensuring your projects are always accompanied by clear, accurate, and extensive information. Our intelligent agents seamlessly transform your codebase into various forms of critical documentation, freeing your team to focus on development.

Kore's Documentation Generation Capabilities:

1. Generate System Design Documentation: Beyond simple code comments, Kore can analyze your project's architecture, dependencies, and overall structure to produce detailed system design documents. This includes diagrams, component descriptions, and architectural decisions, providing a holistic view of your application's blueprint.
2. Create Product Requirement Documents (PRDs): Bridge the gap between technical implementation and business needs. Kore can help generate or enrich PRDs by translating features and functionalities described in your code or prompts into clear, structured requirements, ensuring alignment across your product and development teams.
3. Document Code with Clear, Contextual Explanations: Say goodbye to manual code commenting. Kore's agents dive deep into your codebase, generating inline comments, docstrings, and external documentation that explain the purpose, functionality, parameters, and return values of functions, classes, and modules with unprecedented clarity and consistency. This makes your code more readable, maintainable, and easier for new team members to understand.
4. Build User Guides and API Documentation: Cater to your end-users and external developers with automatically generated, user-friendly guides and comprehensive API documentation. Kore can create:
   • User Guides: Step-by-step instructions, FAQs, and tutorials that empower users to effectively utilize your software.
   • API Documentation: Detailed endpoints, request/response formats, authentication methods, and example usage, enabling seamless integration for third-party developers.

How it Works:

Simply communicate your documentation needs to Kore. Our powerful AI agents will then analyze your connected codebase, understanding its logic, structure, and intent. Based on this deep understanding, they will intelligently generate the requested documentation, formatted for readability and accuracy.

Key Benefits of Automated Documentation with Kore:

• Time and Cost Savings: Drastically reduce the manual effort and time spent on documentation, allowing your developers and technical writers to focus on higher-value tasks.
• Enhanced Accuracy and Consistency: Eliminate human error and ensure that your documentation is always synchronized with the latest version of your codebase, preventing discrepancies and outdated information.
• Improved Developer Productivity: Clear, readily available documentation accelerates onboarding for new team members and helps existing developers quickly understand complex parts of the system, boosting overall efficiency.
• Better Collaboration: Foster seamless communication and collaboration across development, product, and QA teams with a single source of truth for project information.
• Accelerated Project Handovers: Facilitate smooth transitions between teams or during project handovers with complete and well-structured documentation.
• Higher Code Quality & Maintainability: Well-documented code is easier to maintain, debug, and extend, leading to a healthier and more robust codebase over time.
• Superior User Experience: Provide comprehensive and easy-to-understand resources for your users and API consumers, leading to greater satisfaction and adoption.

🐲 Greenfield Development

Kore empowers you to embark on entirely new software projects (Greenfield Development) with unprecedented speed and efficiency. Instead of starting from scratch and building foundational elements, Kore allows you to instantly generate a robust project structure, code, and configurations based on your specific requirements, setting you up for rapid innovation from day one.

How Kore Transforms Greenfield Development:

1. Connect Your Repository: Use Git integration to connect your existing codebase
2. Let Agents Analyze: Kore's advanced AI agents go beyond mere code generation. They intelligently analyze your high-level project vision, specified features, and complexity. This analysis helps them understand the optimal architecture, technology stack, and best practices to apply, essentially creating an intelligent blueprint for your new application. This eliminates the tedious initial setup and architectural decisions, allowing your team to focus on core logic.
3. Greenfield Development: Prompt-Driven Project Generation: Leverage the power of natural language prompts to define your project. Describe your desired features, functionalities, and even preferred technologies. Kore then uses this prompt to automatically scaffold your entire project, including:
   • Selection of Optimal Stacks: Kore intelligently selects and configures the most suitable frameworks, languages, and libraries from its curated list of "selected stacks" based on your prompt and best practices.
   • Boilerplate Code & Structure: Instantly generate the foundational code, project structure, and essential configurations, eliminating manual setup and ensuring adherence to modern architectural patterns.
   • Pre-built Components & Integrations: Depending on your prompt, Kore can even suggest and integrate pre-built components or common third-party services, further accelerating development.

Benefits of Greenfield Development with Kore:

• Accelerated Time-to-Market: Go from idea to a functional codebase in a fraction of the time, allowing you to validate concepts and deliver value faster.
• Reduced Development Overhead: Eliminate manual setup, boilerplate coding, and initial architectural decisions, freeing your development team to focus on unique business logic.
• Best Practice Adherence: Generated projects automatically follow industry best practices and maintainable architectures, reducing technical debt from the outset.
• Consistency and Standardization: Ensure consistency across new projects, simplifying onboarding and long-term maintenance.
• Focus on Innovation: Empower your team to concentrate on the truly innovative aspects of your project, rather than repetitive foundational tasks.

🏛️ Legacy Modernisation

Transforming Your Past into a High-Performing Future

For many enterprises, legacy systems represent both a critical asset and a significant burden. While they house invaluable business logic and core functionalities, their outdated technologies, monolithic architectures, and often sparse documentation can stifle innovation, increase maintenance costs, and pose substantial risks. Kore doesn't just analyse these systems; it becomes your indispensable partner in a seamless, accelerated journey from the historical past to a new, high-performing future.

Kore’s intelligent agents go far beyond mere documentation, offering a comprehensive solution for legacy system modernisation. We handle the intricate, often painful, process of understanding, extracting, and re-implementing core business logic, allowing your expert teams to focus on delivering a cutting-edge, 'shiny' new version of your application.

Unveiling the Power of Kore in Modernisation:

1. Deep-Dive Legacy System Analysis:

   • Automated Code Archaeology: Connect your legacy codebase – whether it's written in COBOL, Fortran, Pascal, older Java/C# frameworks, or any other established technology. Kore's AI agents perform a meticulous, in-depth analysis, acting as digital archaeologists to uncover hidden dependencies, decipher intricate business rules embedded in decades-old code, and map out the entire system's architecture.
   • Documentation from Obscurity: The first critical step for any modernisation is understanding. Kore automatically generates comprehensive documentation from the legacy code. This isn't just basic commenting; it includes:
     • System Design Documents: Reconstructing architectural blueprints, component interactions, and data flows that may have never been formally documented or are long lost.
     • Program Call Flows: Mapping out the execution paths and sequences of operations within complex functions.
     • Data Structure Identification: Clearly defining the data models and their relationships, often the most challenging aspect of legacy understanding.
     • Business Logic Extraction: Identifying and articulating the core business rules and algorithms embedded deep within the legacy code, translating technical constructs into human-readable functional specifications.

2. Intelligent Business Logic and Core Extraction:

   • The Unveiling of Business Core: This is where Kore truly shines. Our AI Software Team doesn't just read code; it comprehends it. Through advanced semantic analysis, Kore identifies the true "business core" – the unique algorithms, calculations, and decision-making processes that differentiate your enterprise.
   • Technology-Agnostic Understanding: The agents abstract this business logic from its legacy technological bindings, understanding its purpose independent of the original programming language or framework. This crucial step prepares it for seamless re-implementation in a new environment.
   • Automated Feature Categorisation: Kore can identify and categorise existing features within the legacy system, helping you prioritise and plan the migration of functionalities.

3. Strategic Conversion to New Technologies:

   • Seamless Tech Stack Transition: Leveraging its deep understanding of your legacy system's core, Kore acts as your primary partner in converting to modern, 'shiny' technologies. Whether you're moving from a monolithic architecture to microservices, transitioning from an on-premise system to a cloud-native solution (e.g., Spring Boot, Node.js, Python, modern .NET, React, Angular, Vue.js), Kore handles the heavy lifting.
   • Code Generation for New Stacks: Kore's AI Software Team, including Bruce (Architect) and Nova (Software Engineer), will generate the foundational code for the new architecture, implementing the extracted business logic in your chosen modern technology stack. This includes setting up new project structures, defining modern APIs, and writing the core logic in the new language.
   • Minimising Rewrite Risk: By intelligently extracting and re-implementing the business core, Kore drastically reduces the risk associated with complete rewrites, preserving your critical IP while eliminating technical debt.

4. Empowering Your Team for Innovation:

   • Focus on the "Shiny": With Kore managing the arduous process of understanding, extracting, and translating legacy business logic, your internal development team is freed from the mundane and complex tasks of deciphering old code. They can now fully dedicate their expertise to building the "new shiny version" – focusing on enhanced user experiences, new features, performance optimisations, and leveraging the full capabilities of modern technologies.
   • Accelerated Delivery Cycles: What traditionally takes months or even years of painstaking manual analysis and risky refactoring can be dramatically accelerated, leading to faster time-to-market for your modernised applications.
   • Reduced Human Error: Automating the translation of business logic from legacy to modern systems significantly reduces the potential for human error inherent in manual migration processes.
   • Continuous Evolution: Once modernised, Kore continues to be your partner, enabling rapid iteration, new feature implementation, and automated documentation for your brand-new system.

Kore isn't just a tool for modernising systems; it's an investment in your future innovation capacity. Let Kore handle the complexity of your past, so your team can build the groundbreaking solutions of tomorrow.