Valori Systems was founded in 2025 with a single rebellious idea: Hallucinations are not a feature; they are a bug.
As Large Language Models (LLMs) became ubiquitous, their inability to recall exact facts reliably became a critical bottleneck for enterprise adoption. Vector databases offered "approximate" retrieval, which was good enough for search engines but dangerous for banking, healthcare, and autonomous decision-making.
We built the Valori Kernel: a memory operating system that sits between intelligence (LLMs) and reality. It enforces mathematical proofs of state, ensuring that when your AI remembers a transaction, a policy, or a user preference, it remembers it exactly—every time, everywhere.
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