Frequently Asked Questions About
EltegraAI AI product management Agent

Discover how EltegraAI transforms software development with AI-powered requirements gathering and comprehensive test case generation. The agent addresses the root cause of development failures - poor requirements - by leveraging industry-specific knowledge across finance, healthcare, retail, and more. Below, we answer common questions about our proprietary technology, implementation process, and how we differ from both traditional requirement tools and generic AI solutions. Learn how EltegraAI can reduce your development cycles by 30% while ensuring compliance with industry regulations and best practices

  • EltegraAI is an industry-first AI-powered product agen. An AI-driven platform that streamlines requirement generation and enhances product development through intelligent automation.

  • It is targeted at product managers, developers, business analysts, and enterprise teams looking to optimize workflows and ensure compliance with industry standards and best practices.

  • EltegraAI leverages advanced AI and natural language processing to produce customizable, context-aware requirements, project artefacts, test cases & scripts, all with seamless integration into your current tools.

  • Unlike general AI tools (like ChatGPT, Claude, Bard, etc.), EltegraAI is purpose-built for software requirements with industry-specific training. While general AI can help with basic text generation, EltegraAI.

  • General AI waits for your prompts, while EltegraAI proactively guides you through intelligent requirements gathering with industry-specific questions and best practices.

  • General AI tools have broad knowledge but lack deep expertise in specific industries. EltegraAI is trained on proprietary data from finance, healthcare, retail, and other sectors to ensure compliance and completeness.

  • General AI starts fresh each session, whereas EltegraAI builds a persistent knowledge base of your requirements, enabling consistent documentation and faster team onboarding.

  • General AI can draft tests but can't link them to requirements. EltegraAI creates comprehensive validation suites tied directly to requirements, ensuring complete coverage and addressing the root cause of development failures.

  • While general AI tools (like ChatGPT, Claude and others) can assist with writing and ideation, they weren't designed for the specific challenges of software requirements. They:

    • Lack knowledge of industry regulations and compliance standards

    • Can't lead structured requirements interviews

    • Have no memory of your previous projects or organizational standards

    • Can't validate requirement completeness against industry benchmarks

    • Don't integrate with your existing development workflow

    EltegraAI was built specifically to solve these limitations and reduce the estimated $2.41 trillion cost of poor software quality in the US alone.

What makes EltegraAI different from general AI tools I already use?

  • EltegraAI works in three simple steps:

    1. Describe the project - Share your business idea or requirements through our conversational interface

    2. Generate requirements - Our AI analyzes your input and industry context to create comprehensive requirements

    3. Generate test cases - The agent automatically creates exhaustive test cases linked to each requirement

  • EltegraAI can generate:

    • Business Requirements Documents (BRDs)

    • Product Requirements Documents (PRDs)

    • Request for Proposal (RFP) documents

    • Comprehensive test cases and validation suites

    • Code-ready specifications for AI coding co-pilots

  • Yes, one of EltegraAI's key features is identifying missing requirements that humans might overlook. The system suggests critical requirements based on industry best practices, compliance standards, and security needs that might not have been considered.

  • EltegraAI uses Retrieval-augmented generation (RAG), a technique for enhancing the accuracy and reliability of generative AI models with information from specific and relevant data sources. We've developed our own AI agent that helps humans engineer proper business, technical, compliance, and security requirements.

  • EltegraAI's architecture consists of several integrated components working together in an isolated cloud tenant:

    1. Layer:

      • Chatbot - An intelligent interface that guides users through the requirements generation process

      • Analytics & Reporting - Provides insights and metrics on requirements quality and completeness

      • API - Enables integration with existing development tools and workflows

    2. AI Core:

      • LLM (Large Language Model) - Proprietary language model fine-tuned for requirements engineering

      • Industry Knowledge Base - Domain-specific expertise for finance, healthcare, retail, and other industries

      • ML Project Model - Dynamic machine learning model that adapts to your specific product context

    3. User Roles Integration:

      • Product Manager - Product Manager who is responsible for a product development

      • Business Analyst - Business Analyst who defines high-level business needs

      • QA Analyst - Quality assurance specialists who validate requirements and test cases

      • Development Lead - Technical leaders who implement the generated requirements

    4. Output Processing:

      • Requirements Generator - Creates structured, compliant requirements documentation

      • Testing - Builds comprehensive test cases linked to requirements

      • Workload estimation - provides estimation of developers hours needed to implement requirement to simplify your decision making

    This architecture enables a seamless flow from conversational descriptions through industry-aware processing to comprehensive documentation and test cases, all while maintaining security in an isolated tenant environment.

EltegraAI Technical Capabilities

  • Easily integrate using our API or pre-built connectors, accessible via your account’s integration settings.

  • Yes, we provide comprehensive API documentation and a sandbox environment for developers to extend the platform’s functionality.

  • EltegraAI is powered by state-of-the-art AI models and natural language processing techniques, enabling precise and context-aware requirement generation.

  • EltegraAI can be deployed both in the cloud and on-premise, depending on your organization's needs and security requirements.

EltegraAI Integration & Technical Details

  • Yes, EltegraAI works with both:

    New Products: Generates requirements and test cases based on industry knowledge via an intelligent chatbot, ensuring that all common practices, regulatory, and compliance requirements are covered from the start.

    Existing Products: Helps validate new requirements based on customer needs or regulations vs. what was implemented in existing products, and helps create a comprehensive product knowledge base to reduce dependency on staff turnover.

  • Organizations implementing EltegraAI typically experience:

    • 30% faster development cycles

    • 35% reduction in QA expenses

    • 20% decrease in maintenance costs

    • 2x shorter review cycles

    • Up to 30% more time for innovation rather than requirement clarification

    • Improved compliance and reduced regulatory risk

    • Better cross-team collaboration and faster onboarding of new team members

  • While no system can guarantee 100% accuracy, EltegraAI empowers your product management team and business analysts with more industry knowledge than most senior solution architects possess. Our algorithm acts as an AI agent and guides human decision-making with clarifying questions to minimize critical oversights. We estimate we can ensure 95% quality at this point, which significantly reduces errors that could lead to revenue drops and reputational losses during production.

EltegraAI Use Cases & Benefits

  • Decision-making will still be required at some points, but it's much easier to make a decision when you are provided with industry best practices that should be part of your software. Our AI agent leads users through a smart interviewing process to build complete requirements, with humans making the final decisions about what requirements to implement.

  • You don't need to provide any data to start using EltegraAI. Simply describe the feature, application, integration, or system you want to develop. Our agent will guide you through all aspects of the software to ensure best practices, compliance, regulations, standards, and cybersecurity integrations are considered.

  • We understand that every company has its own special way of running a business. EltegraAI can be customized with your organization's data to create a "digital twin" of your software, which makes onboarding, audits, and processes easier and less time-consuming. The more relevant data your isolated tenant has, the more business specifics will be taken into account.

Getting Started with EltegraAI

  • Robust security measures include encryption, isolated SaaS Tenants, strict access controls, and regular security audits to safeguard all user data

  • Your data is stored and managed securely in compliance with GDPR, HIPAA, and other industry standards. More details are available in our Privacy Policy.

  • Yes, all user data is encrypted both in transit and at rest using industry-standard protocols for maximum protection.

EltegraAI Security & Privacy

  • The platform adheres to standards such as SOC 2, GDPR, and HIPAA, ensuring that your projects remain compliant with all relevant regulatory guidelines.

  • Yes, our system maintains detailed audit trails for every document change to provide full transparency and support regulatory compliance.

  • EltegraAI holds several recognized certifications and is continuously updated to meet and exceed industry compliance standards.

Compliance & Audit

What Makes EltegraAI different?

  • Unlike Application Lifecycle Management (ALM) tools, EltegraAI doesn't just manage requirements - it generates them with a Senior Subject Matter expert quality. Traditional tools require humans to create requirements, which EltegraAI supplements with AI-driven expertise. We focus on requirements quality at the source, eliminating the errors and omissions that plague even well-managed requirements systems. EltegraAI can work alongside your existing ALM tools, enhancing their value by populating them with higher-quality, more comprehensive requirements.

  • Coding copilots focus on coding assistance and unit-level testing, while EltegraAI works at a higher level - the requirements that determine what to build in the first place. EltegraAI doesn't focus on tests only; tests are rooted in requirements. This fixes issues much earlier in the development lifecycle, when the cost of a mistake is up to 15 times less (based on the Rule of 10, which states that the cost of fixing a defect increases exponentially at each stage of development).

    EltegraAI generates code-ready requirements for copilots and AI-coding assistants.

  • General AI can generate requirements and BRDs, but the results are superficial, similar to what a junior BA might produce. EltegraAI is a senior subject matter expert with deep domain knowledge. Our key advantages include:

    1. Industry-trained model - We're the only solution with AI specifically trained on industry knowledge

    2. AI-driven vs. human-driven - Our system leads the requirements process, not just responding to queries

    3. Industry context understanding - Deep knowledge of specific domains like finance, healthcare, etc.

    4. Consistent quality - Predictable, high-quality output across all requirements

    5. Compliance expertise - Built-in regulatory knowledge that generic AI lacks

    6. Test case generation - Comprehensive test coverage based on industry knowledge

    General AI might help with common-sense requirements, but it lacks the specialized industry knowledge and compliance understanding that EltegraAI provides.

Getting Started with EltegraAI & Account Management

  • Click the “Sign Up” button, complete the registration form, and verify your email to set up your account and gain secure access.

  • EltegraAI works on modern web browsers with an active internet connection; check our setup guide for detailed compatibility information.

  • Onboarding tutorials, walkthrough videos, and scheduled demos are available in our Help Center and via the “Request a Demo” page on the website.

Platform Usage & How-Tos

  • Input your project details and context; our AI generates tailored requirements that can be further customized to match your project specifications.

  • Yes, the generated content is editable within the platform, allowing you to refine and align it with your specific project needs.

  • Integrate easily with popular tools like Jira, Confluence, and GitHub by configuring the connections in your account’s integration settings.

  • Use our built-in version control features to track changes, update documents in real time, and synchronize modifications seamlessly across your workflow.

EltegraAI Product Roadmap & Updates

  • Updates are regularly released and announced on our website; a complete product roadmap is available for user reference.

  • Submit your requests via our feedback portal, and our product team will evaluate and prioritize them based on user demand.

EltegraAI Demos

  • You can book a live demo via our “Request a Demo” page, where you select a suitable time, and an expert will guide you through the platform’s features in real time.

  • Yes, recorded demo sessions are available on our website and in the Knowledge Base for on-demand viewing.

  • A live demo includes a detailed walkthrough of the platform, real-time Q&A, and a demonstration of how EltegraAI can be tailored to your specific use case.

  • Most demos last between 30 to 45 minutes, though longer sessions can be arranged for more in-depth discussions.

How EltegraAI Leverages User Personas & Industry Verticals

  • Key user personas include product managers, business analysts, project managers, QA & test managers, compliance/risk and executive officers (CEO/CIO/CTO)—each providing unique perspectives that help shape a more versatile, user-driven platform.

  • Diverse personas ensure that platform features, user experiences, and communication strategies address specific pain points, making the platform resonate with a broad range of users.

  • EltegraAI serves multiple industry verticals—including finance, healthcare, automotive, and telecom—ensuring that specialized compliance features and integrations meet each sector’s needs.

  • Focusing on industry verticals allows us to offer custom integrations, regulatory support, and best-practice guidelines tailored to each sector, thereby enhancing product adoption and success.