Does Qualisense support monitoring and retraining?

Yes. Qualisense supports production model monitoring and retraining workflows that help identify performance degradation and trigger retraining when needed, helping models remain accurate, reliable, and up to date over time.

What Machine Learning models does Qualisense support?

Qualisense supports over 40 algorithms across classification, estimation, and multi-classification tasks.

Find trusted information faster. Qualibuddy is QualityAI’s AI-powered RAG assistant, helping employees securely access contextual answers grounded in trusted internal content, reducing search time, manual support requests, and governance risk.

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Secure Enterprise Knowledge Retrieval with Qualibuddy

Power your teams with a secure RAG chat assistant for AI-powered knowledge discovery, and intelligent document interaction.

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What Is Qualibuddy?

QualityAI's Secure RAG Chatbot for Enterprise Knowledge

Qualibuddy enables employees to ask questions in natural language and receive contextual responses based on enterprise documents, knowledge repositories, and approved content sources.

Its key features help organizations:

Provide conversational access to internal knowledge and documents
Ground AI-generated answers in trusted enterprise content
Support secure, governed access through enterprise authentication
Improve productivity by reducing manual search and repeated support queries
Operationalize generative AI for internal knowledge and workplace support use cases

Solving Enterprise Knowledge Discovery Challenges

Organizations often struggle to access knowledge stored across shared drives, document repositories, portals and enterprise systems. Employees lose time searching for information, navigating disconnected sources or relying on manual support channels to find answers.

Traditional search can return incomplete, outdated or irrelevant results. As organizations adopt generative AI, they also need to manage hallucination risk, access controls, security, governance, and content relevance.

Qualibuddy helps address these challenges through:

Secure RAG-Based Architecture

Enterprise Search and Document Retrieval

AI-Generated Responses Grounded in Approved Internal Content

Access Controls Aligned to Enterprise Permissions

Faster Knowledge Discovery and Reduced Support Dependency

A Secure Workflow from Question to Answer

Qualibuddy uses an Azure-native RAG architecture that combines document indexing, intelligent retrieval, and generative AI to deliver secure conversational experiences.

Authenticate Users

Enable secure enterprise access through single sign-on authentication.

Index Documents

Store and index enterprise documents using Azure storage and AI search services.

Retrieve Context

Identify the most relevant content based on the user’s question and intent.

Generate Responses

Use Azure OpenAI to generate contextual responses grounded in enterprise knowledge.

Store Conversations

Save user interactions and chat history securely for continuity, governance, and operational visibility.

Tools, Integrations, and Technologies Qualibuddy Supports

Supported Platforms

Microsoft Azure cloud services and Azure-native enterprise environments

Integrations

Single sign-on, enterprise document repositories, REST APIs

Data Sources

SharePoint-based knowledge repositories

Reporting and Dashboards

Usage analytics and operational reporting

AI and Automation

Retrieval-augmented generation, Azure OpenAI, conversational AI and contextual search

Real Impact, Real Benefits. Our Customer Work in Action.

VR Experience Assurance for a Next-Generation Headset

Challenge
A VR organization needed rigorous testing for an advanced standalone headset, including hand tracking, spatial audio and high-performance rendering without an external PC.
Solution
Deployed hybrid teams to test across 200+ market-driven devices and integrated daily automated smoke, regression, functional and performance tests into CI frameworks.
Result
Achieved 90% defect removal efficiency, reduced manual testing operations by 20% and delivered a final defect rate below 5% at product release.

Developed a Customized Learning Management System for a Leading Education Provider

Challenge
QualityAI partnered with an educational organization to design and develop a system that is intuitive, user-friendly and scalable, while being deeply aligned with customer's branding and target audience personas - all on a high-sensitive roll-out timeline.
Solution
Our team worked intimately with their stakeholders and created an assessment tool with scalable and resilient architecture that would be launched in Moodle through LTI integration. The tool was seamlessly integrated, enabling the launch of assessments with ease.
Result
50% reduction in client onboarding time, 60% faster assessments & 1000+ concurrent users supported.

Improving Knowledge Access Across a Cross-Functional Enterprise

A large enterprise faced time-consuming manual search across multiple document repositories and SharePoint sites.

Solution
Implemented a unified RAG-based conversational interface over enterprise documents and knowledge sources.
Impact
Improved access to business-critical information and helped employees retrieve knowledge faster across teams.

Powering a Learnosity Integration Into an LMS

Challenge
Launch a modern and well-integrated LMS system to expedite onboarding and create digital assessments with custom detailed reports.
Solution
Our team integrated learnosity in the LMS for pre and post-assessments for students. This included automated report generation after completion. We also implemented client business logic and custom reports using the learnsoity data API.
Result
Seamless onboarding experience with 100% product adoption, 70% reduction in student onboarding time & 100% removal of paper based and google form-based process.

Reducing Manual Support Queries for Operations Teams

Operations and support teams faced repeated internal queries and dependency on manual support channels for information.

Solution
Created AI-powered conversational responses grounded in enterprise documents, with secure access controls.
Impact
Reduced support dependency and improved query resolution across internal teams.

QE Transformation for an Education Publisher to Enable On-Demand Releases

Challenge
Modernize their waterfall delivery model for SAP projects, characterized by longer QA regression cycles and limited capacity to accommodate only quarterly production releases. Client also relied on full manual testing processes with no performance testing.
Solution
We enabled the switch to an agile iterative process to streamline production releases. This included implementing Shift+Left process optimization to identify issues early in the development cycle, while also launching performance testing to ensure high quality releases.
Result
QA regression cycle duration reduced from 15 to 3 days, Project annual production releases increased to 30+ releases & 7X increase in number of successful new releases annually.

Centralizing Knowledge Discovery Across SharePoint

An organization had fragmented knowledge spread across SharePoint sites, creating inconsistent discovery experiences.

Solution
Delivered centralized AI-driven search and retrieval with synchronization from enterprise document sources.
Impact
Improved discoverability, consistency and reliability of enterprise knowledge access.

Helping a learning publisher achieve production readiness.

Challenge
Complete QA of all client courses within a 12-day window before the start of academic sessions due to business urgency. This equated to far shorter than normal timelines with heavy testing demands for the teams.
Solution
We launched a flexible staffing model through a blended approach to rapidly scale capacity and meet the stringent 12-day deadline. This included extended shift coverage where the team operated with extended hours, effectively tripling delivery capacity. And with strong governance we ensured high collaboration, clear ownership, and continuous quality checks throughout.
Benefits
5,500 hours of work delivered in 12 days, 100% defect free product delivered to production & Performance certification for every major release.