Dallas Startup Cognatum Launches Intelligence Management System to Solve AI's Knowledge Credibility Crisis

Dallas-based Cognatum has launched the world's first Intelligence Management System, a platform designed to ensure that people and AI agents can find and trust the same answer. The announcement, made by parent company RocketDocs, a leader in strategic response management, targets one of the most persistent and expensive problems in enterprise AI: the proliferation of scattered, unverified knowledge that leads to confident but unreliable answers.

According to IDC, the average knowledge worker spends roughly 2.5 hours per day—nearly a third of the workday—searching for information or verifying AI-generated results. For an organization of 1,000 people, that wasted time costs more than $5 million annually. Cognatum aims to eliminate that waste by providing a governed, continuously updated source of truth that serves both human employees and the AI systems they deploy.

The launch comes as enterprises struggle with a core assumption that has become obsolete. In 2018, the International Organization for Standardization published ISO 30401, establishing a formal framework for knowledge management systems (KMS). That standard was written for a time when only people read documents. Today, the primary consumer of corporate knowledge is an AI machine, and existing KMS platforms were not designed for that reality.

Cognatum addresses this gap by extending ISO 30401 for the AI age. Its bidirectional connectors reach more than 50 enterprise systems, including SharePoint, Box, Salesforce, HubSpot, Snowflake, Confluence, Microsoft Teams, Jira, ServiceNow, and Workday. The system runs a continuous eight-step, four-phase loop—Intake, Refine, Elevate, and Govern & Activate—that ingests, cleans, enriches, and approves knowledge. AI handles the heavy lifting, but humans retain final approval through a single sign-off in Microsoft Teams, ensuring that every answer carries its approver, date, and source.

"Every enterprise AI conversation eventually arrives at the same question, and it isn't about the model," said Perry Robinson, CEO of Cognatum and previously co-founder of unicorn Medable, Inc. "It's about finding the answer and knowing the answer is right. That's a knowledge management problem, and knowledge management stopped being a project the day the primary consumer became a machine. It's a loop now. The AI runs it. Humans hold the gate."

The implications for Texas businesses and regulated industries are significant. Banking, insurance, life sciences, aerospace, and healthcare have long relied on ISO 30401 to manage knowledge assets. Cognatum offers a path to maintain compliance while adopting AI at scale, with a single-tenant appliance and optional air-gapped deployment for full data sovereignty. The system also allows every answer ever given to be replayed exactly as it stood on the day it was served, a critical capability for audits and regulatory inquiries.

"What people tell me in every conversation is that their knowledge lives in fifteen different systems and they need fifteen logins to get at it," said Scott Getchel, Head of AI at Cognatum. "The answer isn't a sixteenth system. It's one loop, running above all of them, that keeps track of what's current, who signed off on it, and where it came from."

Cognatum is available now, with the first customer cohorts going live this month and additional cohorts through the fall. Each engagement begins with a 30-day beta on the customer's own instance, documents, and workflows. The company is headquartered in Dallas, Texas, and was co-founded by Perry Robinson, Jerry Murry, Scott Getchel, and Gary Murry. For more information, visit cognatum.ai.