Clarasight, an AI platform for corporate travel, announced the launch of data management agents — a production-ready system that unifies fragmented corporate travel data across TMCs, card programs, expense platforms and HR systems into a reliable, AI-ready foundation for enterprise program management.

For enterprise travel managers, said the announcement, bad data isn’t just a reporting problem, it’s a daily tax on their time. Teams across the industry spend hours every week reconciling vendor names, chasing missing trip records and correcting cost center allocations. The result: the people best positioned to drive value for the business are doing work that should never reach them, while the strategic priorities that actually move the needle get pushed to next quarter.

Clarasight’s data management agents, said the announcement, assess the quality of a program’s data across every source, then construct a unified model purpose-built to eliminate that fragmentation with human-in-the-lead design ensuring every automated decision is logged, auditable and escalated for review when confidence is low.

For the first time, said the announcement, enterprise teams can ask straightforward questions about spend, compliance and supplier performance, and get answers they can act on. According to Clarasight, this is resulting in:

• 99% reduction in time to deliver reporting and insights
• 90%-plus reduction in manual data reviews
• 66% faster implementation

Adam Braun, CEO of Clarasight, said, “Travel managers are some of the most data-dependent operators in any company and they’re often flying blind, not because the data doesn’t exist, but because nobody could unify it fast enough to act on it.”  The data management agents, he said, “fix the foundation and once that’s in place, everything that comes next — AI-powered workflows, automated reporting, proactive savings identification — becomes possible.”