Sovereign AI. Delivered.

Challenge

L1 citizen inquiries arrive in local dialects across multiple channels. Agents handle repetitive questions manually. Complex issues lose context during handoff.

Solution

Bunyan handles L1 inquiries in local Arabic dialects. Repeat questions resolved without human touch. Complex issues escalated with full conversation context attached.

Customer Impact

• Routine inquiries resolved automatically
• Full context preserved during escalation
• Local dialect support without additional configuration
• Staff reallocated to complex cases

Challenge

Multi-step government processes (procurement checks, audit evidence, case intake) run across disconnected systems. Each handoff is manual. Each step is unlogged.

Solution

Bunyan's agent workflows execute across systems. Procurement checked against policy text. Audit evidence retrieved in minutes. Cases classified, routed, and logged at every step.

Customer Impact

• Multi-step processes executed across systems automatically
• Every decision logged and auditable
• Procurement validated against policy in real time
• Case intake classified and routed without manual intervention

Challenge

Multiple departments need AI capabilities on classified data. Shared infrastructure creates security concerns. Separate deployments for each department are cost-prohibitive.

Solution

One GPU foundation serves multiple departments with strict tenant separation. Each department operates within its own boundary. Models trained on classified data never touch the internet.

Customer Impact

• Multiple departments served from one secure foundation
• Strict separation between department data and models
• Classified data stays within department boundaries
• Infrastructure costs shared without security trade-offs

Challenge

Compliance teams in government ministries search Arabic regulatory documents by hand. Cross-referencing circulars takes days. Contradictions slip through to legal review unchecked.

Solution

Bunyan reads thousands of Arabic policy documents and returns answers with source citations in seconds. Contradictions flagged automatically before they reach the legal team.

Customer Impact

• Every answer traceable to source documents
• Contradictions surfaced before legal review
• Arabic regulatory documents searchable instantly
• Manual cross-referencing eliminated