Transforming AI for Hancock
Intelligent solutions built for Arabic domains and businesses — deployed on-premise, sovereign by design, and delivering results today.
Key observations and opportunities
Addressing operational delays, regulatory complexities, and data sovereignty concerns to enable world-class investor services.
Service Bottleneck
Investor queries in Arabic require human routing and translation, creating delays that undermine the platform’s investment ambition.
Speed Gap
Staff spend hours manually searching dense Arabic regulatory documents — slowing decisions and increasing error risk across teams.
Data Sovereignty
Cloud-based AI tools like ChatGPT are off limits. The platform needs AI that runs entirely within its own secure, on-premise environment.
AI Document Search
Ask questions in Arabic and receive accurate, cited answers from thousands of documents within seconds. Eliminates manual reviews that divert skilled teams from higher-value work.
Arabic AI Assistance
A conversational AI that speaks fluent Arabic — answering investor queries, guiding applications, and supporting staff around the clock with zero human handoff required.
Policy Q&A
Smart Escalation
Compliance Q&A
AI Powered Arabic Document Search for Mining and Resources
Compliance and policy teams managed hundreds of classified Arabic documents across multiple divisions — regulations, technical manuals, and incident reports. Manual search processes were slow and inconsistent, creating compliance risks in a highly regulated environment.
AI Document Search was deployed on-premise inside the organisation’s own data centre. Staff now ask questions in Arabic and receive cited answers — document name, section, and page — in under 5 seconds. Zero data ever leaves the network.
Enterprise ready by design
These aren’t experiments. They are operated systems, with the controls an enterprise needs before anything touches its data.
Production proven
Every capability here is running with a real client today.
Starts small, scales fast
Begin with one use case. Scale as value is proven.
Secure and governed
Security, monitoring, and governance built in from day one.
Your data, your control
Enterprise-ready deployment and data management on your terms.
Continuously supported
Ongoing support, maintenance, and enhancements — not a one-time install.
Cloud-neutral
Any cloud. Any stack. Or fully on-premise — whatever your environment needs.
Ready to move forward?
Let’s walk through a live demonstration and discuss what deployment looks like for your environment.