TestMagic - NextGen One-Stop End-to-End Scriptless AI/ML based Test Automation Platform.

Evolution of From utility tooling to an autonomous, AI-driven enterprise platform.

2. 02 03 04 05 A1-Pzwered. Cn-pren:isec- Enterprise-needy. LOCAL A1-BASED REQUIREMENT UNOERSTANOINC AUYOMATIC MANUAL TEST CASE GENERATION Test •rx-clkk.

UI Object Identification Computer Vision DOM Pattern Algorithm Year 2009.

Overcoming with MMI A1 challenges for Any Tools I Automation Challenges Platform-E€ A1 1 INTELLIGENCE 1 REAL BUSINESS OUTCOMES 10 o What remains difficult Technical locators can change as Ul structure changes T24/SAP/legacy/custom controls may have complex object structures IJI success doesn't prove backend success "Element visible" business correctness Timing, asynchronous operations and unstable object references Generated scripts require ongoing locator maintenance Different configurations/data cause failures A1-generated code can be technically valid but logically wrong MMI resolution MMI dynamically reconstructs object relationships and hierarchy from Visual Labels + DOM patterns at runtime. MMI analyzes application-specific DOM/object patterns and dynamically builds the hierarchy; additional adapters may be required for non-browser technologies. API Intelligence + Business Transaction Intelligence can correlate Ul action with API/backend outcomes. Business Assertion Intelligence can derive/validate meaningful assertions across Ul/APl/data/business state. MM! reduces locator fragility; Native A1 can add synchronization/context intelligence. MMI dynamically resolves object hierarchy at runtime, reducing dependence on hard-coded technical locators; A1 healing can handle remaining failures. Environment Intelligence + data/state management can make execution environment-aware. Native A1 confidence scoring + semantic validation + human approval gates. Resolution strength Core MMI advantage 8 Dynamic Ul / changing DOM Complex enterprise applications API/backend dependencies Weak assertions Flaky behavior Test maintenance Environment differences Human review More than automation. Real business assurance. PLATFORMS Strong* Strong* Strong* Strong* Core advantage Strong* Strong* POSSIBILITIES.

Year 2023. AI Agent. AI Usage in Test Artifacts Generation.

A1 Usage in Test Execution (Prescriptive & Predictive Analytics) A1 in Test Automation Execution A1-driven test selection, self-healing & smart execution Auto Load Balancer Intelligent distribution Of tests for optimal resource utilization PRESCRIPTIVE ANALYTICS Auto Sync SELF-ADAPTIVE EXECUTION ENGINE A1-Driven AutoSync Execution Engine Intelligently syncs execution speed with: • Network fluctuations • Ul rendering delays • Page Load variances Executim Time from 30% to A1-POWERED ANALYTICS Parallel Execution Execute tests in parallel to reduce cycle time and increase efficiency Exception Handling A1-powered detection, classification and auto-resolution Blocking of Automated Execution (Based on Critical Failure/Environment Unavailability) A1 automatically identifies and categorizes the true root cause Of failures into: Application Defect. Configuration issue. Test Data issue Re-test/Re-validate non-application defects automatically Handles environmental issues and identifies potential risks/bottlenecks Identifies impact on other test cases and optimizes execution A1 learns from exception handling and recommends fixes Auto moves to next test case to maximize execution time Single Automation Artifacts for Multiple Access Points such as Browser, Mobile, Windows STAAMAP PREDICTIVE ANALYTICS Predicts potential failures and failure pattems Identifies high-risk areas and unstable test cases Forecasts execution delays and resource constraints Recommends proactive actions to prevent failures Helps optimize test planning and resource allocation Improves release confidence with failure probability insights Leverage A1-driven insights to make intelligent decisions, optimize execution, reduce risk and deliver higher quality at speed. @ 2021 Universal Technology Solutions. All rights reserved. PRIVATE & CONFIDENTIAL September 2, 2026 10.

in Reporting A1 Usages o A1 in Reporting & Analysis A1 consolidates, analyzes and highlights key insights from test execution data. Smart Summaries & Insights • Automatically generates concise test execution summaries. • Highlights key pass/fail trends, risks and quality insights. • Identifies major quality drivers and outliers. Test Report Recon A1 reconciles the current execution report with Base execution Report and highlight whether it is same or different; the differences O Auto Unblocking Test Case (Based on fixed Defect Report Analysis) A1 identifies unblocking conditions and recommends test cases to unblock. Discover Application Stability based on Execution Analysis A1 analyzes execution patterns to assess application stability and reliability. DEEP Ul & SYSTEM PERFORMANCE INTELLIGENCE Unmatched Performance Visibility IdentiW performance regressions at the exact step they are user journeys with infrastructure and systan Eliminate blind spots between functional testing. responsiveness. and system health Make data—driven &cisions to full—scale stress Predictive Analytics A1 predicts risks, defects and quality trends using historical & real-time data. Actionable Recommendations • • side by side. Anomaly Detection Detects unusual failure spikes, flaky tests and execution anomalies. Upcoming A1 in Reporting & Analysis Capabilities by End of Q2 2027 Root Cause Recommendations Analyzes failure patterns and historical data. Recommends probable root causes for defects and failures. Helps in faster triage and effective resolution. Quality Trend & Forecasting Forecasts quality trends and defect leakage. Predicts release readiness and quality risks. Enables proactive decisions for delivery confidence. Intelligent Comparisons Compares builds, releases and environments intelligently. Identifies improvements, regressions and risk areas. Supports data-driven decision making. • Alerts teams to potential issues early. Reduces noise and focuses on real problems. A1 transforms reporting from data presentation to actionable intelligence, helping teams deliver higher quality with confidence. 0 2021 Universal Technology Solutions. All rights reserved. PRIVATE & CONFIDENTIAL Recommends actions to fix issues and improve quality. Provides next best steps for testers and managers. Drives continuous quality improvement. September 3, 2026 11.