The client operates in the aluminum recycling and liquid metal supply industry, serving high-pressure die-casting foundries across multiple locations. The industry is highly logistics-driven, requiring precise coordination and timely deliveries, as molten metal has limited holding time. Any delay can disrupt production, making reliability, efficiency, and supply chain visibility critical for operations.
Multi-turn chat on OpenAI GPT-4.1, GPT-5, GPT-5.1, and GPT-5.2 with adjustable reasoning, real-time streaming, and AI analysis of PDF, DOCX, PPTX, XLSX, and image uploads.
Natural-language search over indexed SharePoint content, filtered by each user’s existing permissions and cited inline in AI responses.
Admin portal for governance and analytics
Separate JWT-authenticated portal: user management, per-user and global quotas, model configuration, and a usage analytics dashboard with full audit trail.
CMR GPT shifts AI from an ungoverned employee behaviour to a managed organisational capability — metered cost, usage transparency, and audited compliance,on a provider-agnostic foundation ready for further expansion.
CMR GPT helped us bring AI under governance within our enterprise while significantly improving knowledge access, productivity, and cost visibility for our team
–IT, General manager
CMR Green Technologies Ltd.
