NOMINATION HIGHLIGHTS

Elloe AI is submitting for recognition in the Best LLM Firewall or Model Protection Platform category based on measurable enterprise outcomes delivered through real-time AI safety infrastructure.

Most AI companies are racing to build bigger models. Elloe AI is building the infrastructure that makes those models safe enough to actually deploy.

Elloe is the Immune system for AI, a real-time safety, compliance, and hallucination-mitigation layer that sits between an organization’s AI deployment and the real world. It monitors model outputs at inference time, flags policy violations, filters bias and enforces compliance rules before responses ever reach end users or regulators. It is not a model. It is not a wrapper. It is infrastructure.

The problem is urgent. Regulated industries — financial services, healthcare, government — are sitting on the sidelines of the AI revolution not because they lack ambition, but because the cost of AI failure is measured in regulatory fines, patient harm, and legal exposure. Elloe is the answer.

What makes Elloe a technical breakthrough:
– Inference-time enforcement: Compliance and safety policies enforced at the moment of generation — not reviewed after the fact
– Hallucination mitigation at scale: 70%+ reduction in hallucination incidents in production deployments across 50M+ AI outputs
– Bias detection and correction: Real-time monitoring for demographic, linguistic, and contextual bias in sensitive decision contexts
– Multi-model compatibility: Works across all major LLM providers and self-hosted models without rearchitecting
– Regulatory alignment out of the box: Pre-built modules for SOC 2, HIPAA, EU AI Act, and sector-specific frameworks
– Deployment speed: Enterprise clients go live in under 14 days

Traction and impact:
– 50M+ enterprise AI outputs processed in the past 12 months
– 3.2M+ policy-violating responses blocked
– 68% reduction in AI-related compliance incidents for clients
– 4x revenue growth over the past 18 months
– Clients across financial services, healthcare, and government sectors
– Average enterprise deployment time: under 14 days

Leadership:
Owen Sakawa is a 2x founder with successful exits, a member of the Forbes AI Council, and a speaker at the World Economic Forum, TEDx, and the United Nations General Assembly. He founded Elloe because he watched regulated enterprises fail to deploy AI, not for lack of ambition, but for lack of infrastructure. He shipped the infrastructure.

Supporting materials: https://techcrunch.com/2025/10/28/elloe-ai-wants-to-be-the-immune-system-for-ai-check-it-out-at-disrupt-2025/