AI Assurance

Enabling trust in AI systems and confidence over risk management and reliability of algorithms.

AI algorithms have become foundational in operational activities for many organizations. The broadened scope of AI and ML algorithms and their usage allows businesses to unlock operational efficiencies, strategy planning, and new boundaries for customer experience. While there is so much about using these algorithms, ineffective management can lead to operational, financial, and regulatory risks.

Customer interactions with chatbots, fraud detection, or patient symptom checker with AI still involve human supervision to resolve possible biases and refine the algorithm further. Organizations need AI Assurance services beyond simple algorithmic control assessments.

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Superior AI Performance – Roadblocks

Human supervision is still crucial in assessing the readiness for deploying AI systems.

Significant time and effort in establishing deployment-ready models.

Lack of trust and questions about performance for Unsupervised AI models.

Expensive data science talent required to maintain Supervised AI models.

AI models age faster than traditional software. Concept drift makes data models obsolete.

Our AI Assurance Services

We at Saxon apply a holistic assurance approach to assess the elements in AI algorithms’ lifecycle, validating the complex AI ecosystem. How do we address this? Our experts will initiate with the algorithm validation and enhance trust with our custom AI Assurance framework.

Algorithm design assessment

Algorithm design assessment

Will the current AI system design match according to the output from the system?

Data quality, preparation, and collection methodology

Data quality, preparation, and collection methodology

Assessing the confidence in the data quality and integration methods used for training the AI models.

Modeling methods assessment

Modeling methods assessment

Defining and articulating the output of each AI system.

Performance metrics assessment

Performance metrics assessment

Interpreting the performance metrics to the AI algorithms and design output.

Operational and deployment assessment

Operational and deployment assessment

Interaction of AI systems with the market consistently, planned vs. deviations.

AI Assurance Framework

As we continue to leverage AI for internal business operations, the quality of AI systems will be a key differentiator in building a data-driven enterprise. Our experts at Saxon can help you with the AI assurance framework alongside algorithm validation for consistent performance and adaption to dynamic scenarios.

Pre-deployment AI Assurance

  • Ensure optimal training and testing before the AI model moves to production.
  • Choice of data set to match the production AI system closely.
  • Data bias – Eliminate any data bias by checking the test results and failure patterns
  • Result evaluation and establishing failure protocols
  • Data sanity and privacy assessment

Post-deployment AI Assurance

  • User action analysis – continuous feedback monitoring to analyze success rates
  • Establish model failure thresholds according to the AI application
  • AI performance monitoring to identify root cause for performance deviation
  • Based on business scenarios, identify any new data sources or parameters
  • Iterate testing during pre-deployment based on any changes

Archana Aila

Archana Aila

Position Here

With 2 years of hands-on experience in Power Platform, I’ve excelled in developing and implementing solutions for businesses, harnessing the power of Power Apps, Power Automate, Power BI, and Power Virtual Agents to streamline processes and enhance productivity. My proficiency extends to crafting custom applications, automating workflows, generating data insights, and creating chatbots to aid operational efficiency and data-driven decision-making.

With an intermediate knowledge in Azure cognitive services, incorporating them into Power Platform use cases to innovate and solve complex challenges. My expertise in client engagement and requirements gathering, coupled with effective team coordination, ensures on-time, high-quality project deliveries. These efforts have yielded significant accomplishments, solidifying my role as a valuable asset in this field.

Palak Intodia

Palak Intodia

Position Here

I am a tech graduate with a strong passion for technology and innovation. With three years of experience in the IT industry, I’ve been on a continuous journey of professional growth and skill development. My expertise lies in Power Apps and Automate, where I’ve had the privilege of contributing to multiple successful projects.

I’m dedicated to delivering results that not only meet expectations but also drive the success of the projects I’m involved in. I’m committed to my ongoing professional development and the pursuit of excellence.

Roshan

Roshan Jaiswal

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With nearly 2 years of dedicated experience in Power Platform technology, my expertise lies in crafting customized business solutions using Power Apps and Power Automate. I excel in identifying intricate business requirements and translating them into innovative, user-friendly applications. My daily tasks involve meticulously deploying applications across diverse environments and harnessing the full potential of the Microsoft ecosystem within business applications.

I have proven my adaptability by consistently meeting the demands of creating responsive and scalable applications. Also seamlessly integrating complex workflows and data sources, ultimately enhancing operational efficiency and driving sustainable business growth.

Sugandha

Sugandha Chawla

Position Here

Sugandha is a seasoned technocrat and a full stack developer, manager, and lead. Having 8 years of industry experience, she has been able to build excellent working relationships with all her customers, successfully establishing repeat business, from almost all of them. She has worked with renowned giants like Infosys, Ernst & Young, Mindtree and Tech Mahindra.

She has very diverse and enriching work experience, having worked extensively on Microsoft Power Platform, .NET, Angular, Azure, Office 365, SQL. Her distinctiveness lies in the profound domain knowledge, managerial skills, and process mastery, that she additionally holds, as a result of possessing a customer facing role, working with different sectors, and managing and driving numerous critical executions, single-handedly, end to end.

Vibhuti Dandhich

Vibhuti Dadhich

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Vibhuti, a Power Platform technology evangelist, has passionately embraced the transformative potential of low-code development. With a background that includes experience at EY and Wipro, she’s been a trusted advisor for clients seeking innovative solutions. Her expertise in unraveling complex business challenges and crafting tailored solutions has propelled organizations to new heights.

Vibhuti’s commitment to staying at the forefront of technological advancements and her forward-thinking approach have solidified her as an industry thought leader. Her mission is to empower businesses to thrive in the digital age, revolutionizing operations through the Power Platform.

Ruturaj Kulkarni

Ruturaj Kulkarni

Position Here

With 8 years of dedicated expertise in the IT realm, I am a seasoned professional specializing in .NET technologies and Microsoft Azure Cloud. My journey encompasses a profound understanding of software development using the .NET framework and a robust command over Azure’s cloud ecosystem. Throughout my career, I’ve demonstrated a knack for crafting scalable and efficient solutions, leveraging the power of cloud computing.

My passion lies in staying at the forefront of technological advancements, ensuring that my skills align seamlessly with the dynamic landscape of IT. Ready to tackle challenges and drive innovation, I bring a wealth of experience to any project or team.