InspireNOW

Using AiDE^®, we automated Snyk vulnerability remediation—cutting time from six to under three hours per issue—by streamlining dependency analysis, patching, testing, and PR creation with instant upgrade path identification and CI-ready PR generation.

Converting monolithic systems across C, C++, C#, Python into scalable microservices typically takes months with high error risk. AiDE Migrate, Explain, and Functionalize enabled rapid POC development, multi-language transformations, and PL/SQL to PostgreSQL documentation conversion, impressing clients and accelerating modernization efforts.

Corporate travel booking orchestration typically requires months of research, prototyping, and development. Using AiDE Agents, we transformed an industry challenge into a working prototype in days, impressing a skeptical EVP and opening discussions about additional AI opportunities including communication automation.

Business Requirements Document creation typically requires 5-7 days of stakeholder alignment and multiple iterations. The AiDE Agents transformed client conversation inputs into comprehensive BRDs with scope, objectives, functional modules, and user personas in minutes, maintaining sales momentum and accelerating solution cycles.

Traditional testing framework development with 1,600 manual test cases, automation flows, and coverage analysis typically requires 8-10 weeks. AiDE Agents accelerated delivery by analyzing KT video transcripts, generating test cases, and creating comprehensive coverage reports in 3 weeks for the insurance giant.

Managing 540 static database formulas creates severe reporting bottlenecks and technical dependency for updates. The dynamic formula builder of AiDE^® demonstrated real-time expression creation and calculation against client databases, proving scalable user-driven formula management concept that impressed our client and secured full solution proposal request.

Converting high-level business visions into comprehensive platform requirements typically requires weeks of stakeholder interviews and documentation cycles. AiDE Agents and Research Assistant tools transformed our client's one-page overview into detailed requirements quickly, accelerating deal closure and impressing clients with rapid delivery.

Creating comprehensive platform requirements for multi-tenant security systems with complex user roles, permissions, and integrations typically requires extensive stakeholder workshops and documentation cycles. AiDE Agents transformed high-level vision into detailed technical specifications covering Super Admin, Operations Users, Client Admin, and Client User roles with complete functionality mapping.

Building dynamic JSON-based forms traditionally required days of framework research and debugging. AiDE Agents eliminated this complexity by automatically selecting optimal packages and resolving development issues in real-time. The solution delivered a robust, bug-free application structure in hours rather than days, streamlining the entire development workflow.

Legacy Oracle Forms and PL/SQL migration required specialized expertise that wasn't available in-house. AiDE Agents eliminated this barrier by analyzing legacy code, designing modern React-Java architecture, and generating functional components automatically. The solution proved that complex migrations can be accomplished with ease in half the traditional time.

Manually creating YouTrack subtasks for each browser/device took 2–3 hours daily, slowing QA. With the Python automation of AiDE Agents, sub-task creation now takes just one minute, cutting daily effort to under an hour, which was a seamless shift with major productivity gains.

UI verification for Brand Alerts via PDFs took 10 minutes per browser, totalling significant daily manual effort. With the Python automation of AiDE Agent, verification now takes just 2 minutes. A seamless shift that dramatically improved efficiency and freed up valuable team time.

Manual verification of agency flyers against AD briefings took hours and was error-prone. The Ads Briefing Comparison tool within the AiDE Agents automated the process, delivering instant, accurate results. The solution slashed verification time, improved accuracy, and received enthusiastic client feedback.

Adopting a new System Design Component approach posed development and automation challenges. With AiDE Agents, our team rapidly created robust interaction test scripts, ensuring comprehensive coverage and significant efficiency gains.

Navigating a complex codebase delayed feature delivery and innovation. Integrating AiDE Agents in VS Code provided instant architectural insights and targeted recommendations, slashing manual debugging and accelerating robust solution development.

Migrating from Java 8 to Java 21 often demands significant manual effort and code review. With AiDE Agents, even medium-complex projects were upgraded in hours with minimal intervention, streamlining modernization and boosting team efficiency.

Resolving npm bundle update issues manually would have taken hours of repo investigation and version fixes. AiDE Agents streamlined the process by identifying the root cause and guiding a quick cache removal and reinstall, dramatically reducing effort.

The client platform enables users to access live market data and stock information through natural language queries. With AiDE Agents, backend development, including API integration and NLP, was completed in 4 days instead of 3 weeks, dramatically accelerating delivery with 4x savings in time.

Manual, email-driven HR workflows slowed operations and hindered scalability. Using AiDE Agents, we rapidly designed and launched a modular HRMS in just one month, streamlining all key HR functions and enabling the team to focus on strategic priorities.

Building an end-to-end chatbot with React, Java, and Python typically takes a week due to integration and framework challenges. With AiDE Agents, development, including UI, backend, AI model, and testing, was completed in just 6 hours, streamlining the process and enabling rapid innovation.

Finding and screening relevant profiles for SRE, AWS, DevOps, and Datadog roles was time-consuming. By leveraging AiDE Agents, search strings were optimized, and screening became more efficient, dramatically reducing manual effort.

Analyzing a high-stakes RFP with minimal technical detail was time-consuming and complex. AiDE Agents rapidly scanned documents, generated targeted questions, and structured proposal content, cutting manual effort and accelerating submission prep.

Manual third-party library integration required extensive research, reverse engineering JavaScript code to React, and trial-and-error testing with uncertain outcomes. AiDE Agents instantly provided a working solution with enhanced customization, eliminating guesswork and delivering production-ready, extensible code that surpassed original functionality.

Initial AiDE SDLC exploration needed refinement. Pivoting to the AiDE Brownfield Plugin improved efficiency by 30%. Subsequently, AiDE Agents, with features like Memento and rules, further boosted workflow efficiency to 50%, enabling more accurate AI integration.

Manually updating 2,400 Jira tickets represented a daunting 20-hour administrative burden that would delay project progress and drain valuable management time. AiDE^® immediately identified Jira's automation rule feature and guided the setup process, transforming the overwhelming manual task into an efficient 2.5-hour automated solution, including testing and validation.

Complex PDF download automation was blocked by Chrome's shadow DOM implementation, forcing the testing team into time-consuming manual workarounds and failed automation attempts that undermined client confidence. AiDE^® provided an innovative solution involving runtime Chrome settings modification and delivered complete Selenium code for PDF text extraction and validation, transforming an impossible task into reliable automated testing.

Complex cloud migration for a travel booking platform required extensive manual architecture planning, AWS CDK scripting, CI/CD pipeline configuration, and repetitive boilerplate coding across multiple integration points. AiDE^® automated AWS provisioning, accelerated POC development, and streamlined third-party integrations, while eliminating time-consuming tasks like cache mechanism setup and layout generation.

The project development team faced time-consuming integration challenges and complex notification portal refactoring that slowed delivery timelines and consumed excessive resources. AiDE^® streamlined three integrations while providing intelligent refactoring assistance for the application, reducing development time by 20% and enabling developers to stay current with emerging technologies and best practices.

Manual UI screen development from functional specifications traditionally required weeks of coding and design work. AiDE Agents with Big Brain automatically generated seven complete UI screens plus a dashboard in one hour for $6, demonstrating revolutionary development speed and cost efficiency.

Complex three-system integration (Host WMS, OPTO WES, Camunda) traditionally required extensive manual workflow design and Java development over multiple days. AiDE^® automatically generated functional Camunda workflows and Java delegates in 1.5 hours, demonstrating potential 40-50% time savings despite requiring minor manual adjustments.

Navigating unfamiliar Swift codebases traditionally requires extensive time studying existing code, understanding architecture, and manually creating documentation before addressing bugs. The VS Code plugin of AiDE^® instantly generated comprehensive documentation and provided intelligent bug-fixing assistance, achieving 40% time savings for an iOS developer working on a photo services client project.

Converting Figma designs to functional HTML traditionally requires manual coding, layout implementation, and extensive development time across multiple iterations. AiDE Agents automatically analyzed Figma screenshots, created detailed implementation plans, and generated clickable HTML pages with complete project structure in 40 minutes after a 30-minute setup.

Developing comprehensive impact-based testing solutions traditionally required months of multi-developer effort across diverse technology stacks and repository configurations. AiDE Agents completed full solution planning and implementation supporting Java, Python, .NET backend, and frontend repositories in one hour, eliminating extensive manual development cycles.

Manual defect analysis for complex airline applications traditionally required days of reviewing individual issues, categorizing patterns, and creating summary reports across multiple features. AiDE Agents automatically analyzed 200 defects, generated comprehensive breakdowns with visual dashboards, and identified high-defect concentration areas in a fraction of traditional time.

Junior developers typically require extensive guidance and weeks to build complex prototypes like JIRA systems due to limited experience with requirements gathering and system architecture. AiDE Agents enabled a 3-month IT newcomer to deliver a comprehensive JIRA-like prototype, including detailed requirements, HTML implementation, React migration, and backend development in under 10 hours.

Creating detailed Work Breakdown Structures (WBS) for healthcare RFP responses requires SMEs spending days analyzing PRDs and manually structuring complex project components. AiDE Agents automatically generated comprehensive WBS from the PRD in under 10 minutes, identifying additional elements that the SME had overlooked.

Downstream API changes affecting 200+ website scraping operations typically create cascading unit test failures requiring days of manual investigation and fixes across complex codebases. AiDE Agents automatically analyzed the API changes, understood code impact patterns, and updated all affected unit tests in under one hour, preventing critical operational delays.

Manual React Native test automation traditionally requires extensive developer time writing unit tests, configuring frameworks like Detox and Jest, and achieving adequate coverage across complex mobile applications. AiDE Agents intelligently analyzed the 35-screen application codebase, automatically generated optimized unit tests, and reduced manual effort by 75-80% for under $10 cost.

Traditional manual testing approaches for loyalty programs create bottlenecks with limited in-sprint automation coverage and extensive manual verification cycles. AiDE STLC with REST Assured framework enabled the team to achieve 82% overall in-sprint automation (358/438 test cases) and an exceptional 96% automation for new LMX test cases (288/299), dramatically improving testing efficiency.

Traditional automated test flow creation for manufacturing Dynamics CRM systems requires extensive manual scripting, complex workflow understanding, and lengthy development cycles spanning months. AiDE Agents automatically generated comprehensive PlayWright-based automated test flows from simple Excel specifications in under one week, demonstrating revolutionary efficiency that impressed the Danish OEM client.

European engineering company meetings traditionally result in lengthy evaluation cycles without concrete implementation roadmaps or efficiency commitments. AiDE^® Platform demonstration led to the co-created three-phase integration strategy with CIO approval: Phase 1 pilot targeting 40% timeline reduction, Phase 2 expanding to 25 applications, and Phase 3 achieving full licensed AiDE Agents ecosystem adoption.

Traditional SQL data model design for complex Excel file processing requires extensive manual analysis, three-tier architecture planning (staging, DWH, reporting), and SSIS process development across multiple hours per file. AiDE Agents automatically designed a comprehensive three-tier SQL model and complete SSIS process in ~1.5 hours, achieving 82% efficiency compared to a 7.5-hour manual approach.

Traditional proposal drafting requires extensive manual research, content structuring, formatting, and iterative writing cycles consuming multiple hours of focused effort for initial versions. AiDE Agents streamlined the entire process through targeted questioning and intelligent response refinement, delivering comprehensive first-cut proposals in 15 minutes compared to typical 3-4 hour manual drafting sessions.

Traditional portal development typically requires weeks for architecture design, user story creation, and screen development. AiDE Agents automatically generated system architecture, comprehensive user stories, Work Breakdown Structure, and .NET portal development, achieving 60% completion in two days with 150 functional/non-functional user stories and 20+ interactive screens.

Traditional administration portal development for AiDE Chat and Customer Support Bot systems typically requires multiple days of manual coding, integration work, and testing cycles. AiDE Agents automatically generated the complete administration portal in 0.5 days compared to the original 3-day estimate, achieving 83% efficiency improvement while delivering a fully functional, live production system.

Traditional AI module development for legal dispute handling systems typically requires extensive planning, coding, integration, and testing cycles spanning multiple days of development effort. AiDE Agents automatically generated the complete AI dispute handling module in one day, compared to the original 10-day estimate, achieving 90% efficiency improvement and enabling same-day POC demonstration to the client.

Previously, creating functional test cases from user stories required extensive manual coding and XPath generation, consuming significant developer time. AiDE Agents revolutionized this by automatically generating test cases and corresponding automation code directly from user stories and DOM structures, dramatically reducing manual intervention while improving accuracy.

Previously, QE engineers spent 5-6 hours manually interpreting complex PDF workflows containing intricate pay structures and calculations to create test scenarios. AiDE Agents transformed this by automatically reading PDFs and generating detailed, customized test cases in CSV format, eliminating tedious manual work while improving accuracy.

Previously, migrating AccelQ-based API tests to RestAssured required extensive manual scripting, framework learning, and format conversion, consuming significant developer time. AiDE Agents revolutionized this by automatically generating functional API test cases directly from flow diagrams with proper Zephyr formatting, making complex migrations accessible even to RestAssured newcomers. Reduced effort from 18 hours to 8.5 hours.

Previously, the e-commerce client's development team handled frontend, automation, backend, and Java migrations through separate manual processes consuming significant development cycles. AiDE Agents demonstrated comprehensive automation across all areas, showcasing integrated repository workflows and immediate productivity improvements for real-time development.

Previously, proposals followed traditional response formats addressing client requirements without demonstrating future possibilities. AiDE Agents revolutionized this approach by accelerating design-to-code handoffs, enabling creation of hyper-personalized, conversation-first click-through demos with smart search and real-time dashboards, that transformed concept presentations into interface experiences.

Previously, intermittent API bugs created significant debugging challenges, requiring extensive manual code analysis and reproduction attempts that consumed days without guaranteed resolution. AiDE Fix revolutionized this process by providing intelligent diagnostic assistance for complex API workflows, enabling rapid identification and resolution of critical business-impacting issues like Field Services assignment failures.

Previously, logistics domain testing required manual test case generation for WMS/WES/WCS projects, consuming significant QE resources per testing cycle. AiDE Agents enabled rapid development of a custom Xray Test Case Generator app with Jira integration, automating test case creation and dramatically reducing manual effort across logistics solution testing workflows.

Previously, creating professional website prototypes required 3-4 weeks of developer time, costing $5,000-$8,000 for basic responsive sites with interactivity. AiDE Agents revolutionized this by enabling non-technical users to build complete 4-page travel websites with responsive design and JavaScript functionality in 45 minutes at minimal API cost.

Non-technical team members traditionally relied on technical colleagues for tool development and automation solutions, creating bottlenecks and limiting innovation. AiDE^® empowered a non-technical CSO team member to develop functional tools without coding expertise, demonstrating how AI assistance can democratize innovation and enable significant productivity gains regardless of technical background.

What once took a team of designers several weeks working with specialized tools like Figma or Adobe XD is now completed by a single designer in just a few days using AiDE Agents. The outcomes are consistent, tailored and fully functional front-end prototypes, eliminating tool and team dependencies and accelerating delivery.

What would have taken developers hours of manual scanning of the codebase and weeks of migrating and troubleshooting on the new stack, was achieved using the AiDE Migrate solution in a fraction of the time. AiDE^® converted the codebase into a fully migrated, modularized code architecture with 40% faster time-to-market and 30% cost reduction.

A complete e-commerce mobile app prototype with advanced features that would typically require 4-6 weeks of traditional development was delivered in just 6 days using AiDE Agents. The outcome wasn't just basic functionality but included AR try-on, community engagement, loyalty programs, and strategic insights that led to consulting opportunities.

Developers would have typically taken 3-4 weeks to manually rewrite a legacy VB.NET inventory management module, but AiDE Migrate accomplished this modernization in just 4 hours through AiDE^® with planning and dependency handled autonomously. The result was not just migrated code but a fully modernized module with preserved business logic and seamless compatibility.

Traditional product development lifecycle had slow and inconsistent release cycles, limiting responsiveness to client needs, and slowing innovation. Introducing AiDE Agents, optimizing workflows, and transitioning to a SaaS model resulted in frequent, high-quality releases, enabling delivery of over 15 features in a single release without compromising on quality.

What would have taken a full development team 3-4 weeks to research, design, and prototype using traditional coordination between UX researchers, designers, and developers was achieved using AiDE Agents in just 6 days with autonomous end-to-end execution.