Cognatum Launches Intelligence Management System to Curb AI Hallucinations and Wasted Work Hours in Texas and Beyond

Cognatum's new Intelligence Management System aims to solve AI's reliability problem by governing enterprise knowledge for defensible answers, potentially saving organizations millions and boosting productivity.
Cognatum Launches Intelligence Management System to Curb AI Hallucinations and Wasted Work Hours in Texas and Beyond

Dallas-based Cognatum launched today as the first Intelligence Management System for regulated enterprises, addressing one of the most persistent and costly problems in the AI era: the time knowledge workers waste searching for information and verifying unreliable AI-generated answers. According to IDC, the average knowledge worker spends roughly 2.5 hours per day—nearly a third of the workday—on these tasks, costing an organization of a thousand people more than $5 million annually. Cognatum's platform is designed to eliminate that waste by providing a governed source of truth for both human workers and the AI systems they use.

The core issue is that AI systems, no matter how advanced, need a reliable source of information. Often, they pull from the open internet or, in enterprise settings, from a company's documents, policies, and data. But they answer as if they already know which content is accurate, current, and approved—even when they do not. This leads to confident but incorrect answers, forcing employees to double-check and often redo work. Cognatum changes that by connecting bidirectionally to more than 50 enterprise systems and running a continuous, AI-driven knowledge lifecycle loop above existing repositories. Humans approve content in Microsoft Teams, ensuring accuracy, governance, and full data sovereignty in single-tenant or air-gapped deployments.

Built on the ISO 30401 knowledge management framework and extended for the AI age, Cognatum is more than a knowledge base; it is an intelligence layer where one governed home for organizational knowledge is served identically and simultaneously to the people who work there and the AI systems they deploy. Every answer carries its approver, its date, and its source, making AI outputs defensible and auditable—a critical requirement for regulated industries such as finance, healthcare, and legal services. The platform is available now, with initial customer cohorts going live this month. Each engagement begins with a 30-day beta on the customer's own instance, documents, and workflows, allowing organizations to test the system in their specific environment before full adoption.

The implications of this launch extend beyond time savings. By grounding AI in governed, approved knowledge, Cognatum reduces the risk of costly errors and compliance violations. It also enables organizations to scale AI adoption without sacrificing trust. For Texas, the launch reinforces Dallas as a growing hub for enterprise AI innovation. Cognatum was co-founded by Perry Robinson, Jerry Murry, Scott Getchel, and Gary Murry, and is headquartered in Dallas. The company's partners include Atoka Tech, the company behind RocketDocs, Luma, and RFx Tech, as well as WhatNow Technologies Group, which is behind Attrilock, AutomataNow, and Sovrinty. More information is available at cognatum.ai.

As AI continues to permeate every facet of business, the need for reliable, governed knowledge will only grow. Cognatum's approach—combining human oversight with automated lifecycle management—could become a model for how enterprises deploy AI safely and effectively. The company's early customers will be watched closely as they demonstrate whether this new category of intelligence management can deliver on its promise to save time, reduce risk, and make AI answers truly trustworthy.

Burstable Texas Technology Editors

Burstable Texas Technology Editors

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