Artificial Intelligence and Machine Learning- Based Application Testing Services

Prepare for an intelligent future and enhance your QA efficiencies by our AI platform testing, ML based validation and RPA services

Utilize Our Next-Gen Artificial Intelligence Testing Services

Know How ImpactQA Guided a Leading E-Learning Company in Improving Operational Efficiency by 70%

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Read About ImpactQA's Testing Expertise that Helped the Second Largest Food Chain Company in Automating Processes by 60%

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Our Key Clients

Consult our software testing expertise in defect analytics and test execution to ensure 100% test coverage for your AI-based applications

Improve QA Efficiencies Using Artificial Intelligence (AI)
and Machine Learning

The latest AI and ML technologies in the digital era require a new approach to software testing while handling complex systems and functionalities. Testing AI platforms enables companies to ensure adequate security measures for their complex applications. At ImpactQA, we help companies overcome such complexities in testing AI, machine learning and natural language processing implementations. Additionally, we have built-in capabilities of using AI to enhance the efficiency of your software testing in all stages of the QA lifecycle. We offer software testing services to improve the overall experience while reducing risks and achieving high customer satisfaction.

Rapid Deployments

Rapid
Deployments

Quickly identify pitfalls, including minor errors with automated test evaluations and testing tools

Predict Failures

Predict
Failures

Execute test cases based on high-risk segments and check accuracy to assist better decision making

Eliminate Test Cases Redundancy

Eliminate Test Cases Redundancy

Save up to one third of your time by identifying and eliminating test case redundancies by efficiently utilizing AI and ML techniques and improving productivity

Perform Impact Analysis

Perform Impact
Analysis

Graphical dashboards for component interactions without the need for programming techniques effective in defect management.

RPA-Powered Digital Testers

RPA-Powered
Digital Testers

Latest RPA powered digital testing tools increasingly used for repetitive services that help achieve 100% test automation

The Role of AI and ML Testing

software test automation

Al and Ml testing framework can efficiently recognize pitfalls and with constant updates to the algorithms, it feasible to discover even the negligible error. Artificial Intelligence (AI) and Machine Learning (ML) tech are well-trained to process data, identify schemes and patterns, from and evaluate tests without human support. This is made possible with deep learning and artificial neural networks when a machine self-educates based on the given data sets or data extracted from and external source such as the web.

Major Approaches for AI and ML Implementation
in Software Testing

Train Artificial Intelligence

Train Artificial Intelligence (AI) and Machine Learning (ML) based systems for building automated

Instruct Artificial Intelligence

Instruct Artificial Intelligence (AI) to organize test filtering data autonomously

changes in software

Identify any changes in software and define whether it is a bug or an additional feature that should be tested

Include Artificial Intelligence

Include Artificial Intelligence and Machine Learning to easily detect software changes by inspecting history logs and correlating them with the outcomes

Prioritize test cases

Prioritize test cases. Create dashboards to integrate and share data on tested code, current testing statuses, and test coverage

Fix tests

Fix tests on the run in case of any loopholes to speed up maintenance

Predict and timely notify

Predict and timely notify about possible code or testing bugs and analyse to estimate test coverage

Latest Artificial Intelligence and Machine Learning Technologies We Use at ImpactQA

  • Data Wrangling and Pre-Processing
  • Data Visualisation
  • Feature Selection and Reduction
  • Deep Learning
  • Machine Learning
  • Natural Language Processing
  • Programming Languages
  • Data Verification

Tools Expertise

Selenium
Saucelabs
QTP
Test.AI
Testim
WinRunner
Report Portal
Gartner Logo

Critical Capabilities for Quality Assurance Services Worldwide

“We utilize ImpactQA services for our mobile application testing needs in order to help us improve app quality and scale the business. We lacked in-house expertise in mobile testing domain for Android and iOS and needed quick solutions for automating our app testing suite. Team is well equipped with the latest QA technologies and their engineers helped us in devising a test strategy. Their support was amazing during the implementation.”

GoodFirms

Top Software Testing Company

“We chose ImpactQA for handling our performance and security testing services. Their team made sure there were no performance bottlenecks and security issues in our applications as we were moving them from DCs in Singapore over to the cloud. They were professional, robust and exceptionally good in delivering their testing services. We definitely will be looking to engage with the team.“

AI & ML Services Offered By ImpactQA

AI-Based Sentiment Analytics

AI-Based Sentiment Analytics

Get insights from extracts of comments on customer’s social media accounts which help to enhance the customer experience by effective sentiment analysis

AI-Based Predictive<br> Analysis

AI-Based Predictive
Analysis

Real-time dashboard and AI-based predictive analytics performance engineering approach based on ML Analytics and Performance Predictions

Self-Healing Test <br>Scripts

Self-Healing Test
Scripts

Smart Automation and self-healing test scripts with automated change detectors in your application

Separate Cognitive<br> Features testing

Separate Cognitive
Features testing

This includes natural language processing, speech recognition, inputs optical character recognition and image recognition

AI-Powered Solutions Testing

AI-Powered Solutions Testing

Testing services powered by Artificial intelligence and machine learning by using Chatbot Testing Framework and RPA Tests Framework

AI Platforms Testing

AI Platforms Testing

Testing AI-enabled platforms by data source and conditioning tests, system or regression tests, algorithm tests and API integration tools

ML Models Testing

ML Models Testing

Ensure holistic performance of your machine learning models by dual coding or algorithm ensemble, model performance testing, coverage guided fuzzing and metamorphic testing

Analytical Models<br> Testing

Analytical Models
Testing

Dataset split and generation, model evaluation and test reporting

Intelligent AI/ML Testing Techniques

Black Box and White Box testing

Black Box and White Box testing

Like any other traditional testing methodology, Black box and white box test methodology is used in AI and ML based platform testing to help understand complex information systems, minimize risks, and get actionable intelligence insights

Model Back Testing

Historical data predictive model testing to check the functionality and accuracy of the system with quantitative metrics which measure the performance of a model’s forecast, the accuracy of its estimates, or its ability to rank-order risk

Model back testing

NFR (Non-Functional Requirements) Testing

Check for representative sample view of things, deployment approach, product performance, usability, reliability, etc. for effective ML based model testing

Non-Functional Requirements

How ImpactQA Make AI/ML Testing More
Intelligent?

Our approach to artificial intelligence and machine learning powered QA is design-based. The knowledge base continuously helps in storing and building the pattern, which assists in self-learning and responding to actions.

Customized and Dynamic Test Approach

Multi-vendor and multi-technology test labs powered by open-source and commercial test tools addressing a diversity of customer requirements

Certified Team of Experts

Team of data scientists and machine learning experts to help follow a future roadmap for AI/ML platform

Fast Quality Product Delivery

Reusable test frameworks and automation scripts help deliver quality solutions with speed and reduce human efforts by up to 50% 

Test Suite Optimizer

Identify redundancies and similarities to the tune of up to 30%

Robotic Test Automation Frameworks

Cognitive driven, platform-agnostic test automation frameworks focusing on improving test efficiency and increasing automation coverage across heterogeneous technologies to 100%

Model Evaluation Tools

Assess models built by data scientists with various datasets and improve model accuracy by 40%

Defect Analysis Solutions

Identify high-risk areas in the application and conduct a Pareto analysis to show which modules/applications are generating 80% of defects

Document Validation Solutions

Analyse handwritten documents converted into digital format and suggest corrections where necessary. Helps reduce errors by 50%

Looking for a comprehensive AI based validation solution for your next big project?

improve testing

What is the Impact of Artificial Intelligence on Software Testing?

The blog highlights the vitality of AI towards software testing and how it streamlines coverage, speed and time-to-market.

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selective focus

Case Study

We have helped leading business giants to transform their mobile app quality by 30% and yielded 25% better test coverage. Read our case studies to know more

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awards

Awards & Recognitions

See our accomplishments as a global leader in software testing industry

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Get in touch

Contact Us to learn how ImpactQA can help you transform your business




    5 Reviews on Goodfirms Logo Stars Review
    • I have been working with ImpactQA for 2 years now as my key QA contractor. The three ImpactQA contractors that work with us have become integral members of our team. They have gone far beyond any QA contractors I have worked with before - they have helped refine our process, bring in new tools, and are always thinking critically and proactively how they can help my company succeed. All three are highly experienced (8+ years or more) and have excellent communication skills. They are also backed by an excellent organization, with hands-on executives who regularly check in to make sure we are happy; despite our small size (relative to some of their other clients), their CEO always visits us in person whenever he is in town. ImpactQA is truly a great vendor and partner.

      Shaun Stewart Vice President - Delos™

    • ImpactQA delivers remote QA-Testing and is very engaged and analysis each software component in detail. The team is proactively communicating and documenting the work with detailed reports.

      Richard H Managing Director - Dynamic Insight

    • We have worked with ImpactQA over many years. They have always been professional, competent and responsive. It is a pleasure to do business with them. I am happy to recommend them to others.

      Richard Alberg CEO - MWS Technology

    • We chose ImpactQA for handling our performance and security testing services. Their team made sure there were no performance bottlenecks and security issues in our applications as we were moving them from DCs in Singapore over to the cloud. They were professional, robust and exceptionally good in delivering their testing services.

      Amandeep Singh Bawa HEAD - PANASONIC INDIA PVT LTD

    • We have been working with ImpactQA for past more than 2 years. They have been providing us with good resources whose contribution has been very valuable. Overall we are satisfied with this engagement.

      Ashish Jain Director QA/QC - Nykaa.com

    • Vitamojo has been working with ImpactQA for almost 1 year and it’s been a positive and productive partnership. ImpactQA is a great partner to work with

      Umesh Chandra Lead QA Architect - Vita Mojo

    • They have delivered way beyond than asked.

      Venkat Manda Head Of Quality Engineering - PowerSchool

    • We are very pleased with the work and professionalism from the beginning to the end. We have seen tremendous value with the outcome generated by the team with very limited supervision and bandwidth from our side. We definitely will be looking to engage with the team again in the future as we roll out new products and make huge enhancements to current products.

      Sudheer Bandaru CTO - Shortlist Professionals

    • I was really pleased choosing ImpactQA for our Mobile and Web application testing including functional and automation testing. ImpactQA has a committed team of QA testers

      Vipin Gupta Head of IT - Yum brands

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