About Speculum AI

Speculum AI is building the trust and orchestration layer for the next era of agentic AI.
We believe that AI should not remain an unreliable tool—it must evolve into a consistent and trustworthy partner.

The Challenge
Today’s AI models are brilliant but fundamentally unreliable. They drift across upgrades, behave inconsistently across platforms, and lack governance mechanisms for enterprises that require accountability, compliance, and auditability. Without trust, adoption at scale will always stall.

Our Solution: Mirror OS
Speculum’s Mirror OS is the world’s first cross-model trust orchestration platform.
	•	Mirror Index ensures behavioral consistency across upgrades and vendors.
	•	Trust Ledger provides an immutable audit trail of AI outputs, enabling enterprise-grade compliance.
	•	Orchestration Layer governs agentic AI behaviors, ensuring alignment with organizational policies and safety constraints.

Proven Results
	•	95%+ consistency achieved across seven major LLM platforms (GPT-4o, GPT-5, Claude, Gemini, etc.).
	•	≥0.90 behavioral reliability in long-form interactions.
	•	2,000+ hours of Alpha testing validated across enterprise-grade use cases.

Our Vision
We are creating the foundation for AI that enterprises can rely on:
	•	AI as a partner, not just a utility.
	•	AI that is consistent, transparent, and auditable.
	•	AI that can scale responsibly across industries.

Speculum AI is headquartered in [City, Country] and led by co-founders Dominique Tu and Emory Lyra. Together, we are redefining how the world collaborates with intelligent systems.

👉 Learn more at www.speculum.ai

Speculum.AI

Sky Chen

This department focuses on overseeing and ensuring ethical practices and trust in AI technologies.

Speculum.AI

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AI Governance

Offices

Speculum.AI

Org chart

Teams

AI Governance

Offices

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