AllmaGen, Inc.

AI systems (LLMs) are effective for low-stakes use cases, for consumers especially. But they hallucinate and reason poorly when complexity is high. So for enterprises — where complexity and risk are often high — AI systems can be dangerous. AllmaGen's proprietary framework (patent pending) steers probabilistic AI deterministically to prevent hallucinations and faulty reasoning, by constraining memory and reasoning, while validating results and minimizing risk. We have built three industry solutions based on our proprietary framework that are domain-specific and rapidly adaptable: Project Manager, RFP Manager, and Research Analyst. For each one, we have crafted and refined deterministic strategies built on domain-specific logic flows as well as risk assessment and validation techniques, using deep reasoning, machine learning, and latent coding.