Case studies

Enterprise deployments across five sectors.

Each of these runs on QIE. The challenge is the client's; the solution is what the engine was configured to do.

EducationRisk assessment
Challenge

Mitigate the risks of public SaaS use, specifically in relation to handling restricted or confidential data.

Solution

Users describe a project and the system identifies SaaS usage and sensitive data, prompts for detail, logs the interaction, assigns a Risk Register ID, and shares best practice for low-risk tools — escalating higher-risk cases to security personnel.

ShippingCompliance
Challenge

Enhance compliance processes, focusing on system architecture diagram analysis and risk assessment.

Solution

The system assesses architecture diagrams for regulatory compliance, guides refinement, collects information via questionnaire, generates data-flow diagrams, analyses risks and control gaps, computes risk ratings and produces a full risk register.

GovernmentProcurement
Challenge

Help employees swiftly access accurate procurement information.

Solution

A Procurement AI Assistant gives concise answers with citations to source documents and policies, plus screenshots of the relevant sections for context and traceability.

BankingKnowledge management
Challenge

Close knowledge gaps among employees that lead to inaccurate or delayed customer responses.

Solution

An AI-powered knowledge platform covering product features, marketing strategy and competitive analysis — supporting training and strengthening sales and customer support.

AuditAssurance
Challenge

Inefficiencies from experience gaps among assurance team members conducting audit reviews.

Solution

An AI knowledge assistant that surfaces key financial data and anomalies for critical review and automates reporting — reducing senior review backlogs and catching gaps and omissions.

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