Glossary
Fleet Scoring
Aggregate trust metrics calculated across a portfolio of AI agents operated by a single organization or platform.
What is Fleet Scoring?
Fleet scoring provides organizational-level trust assessment by aggregating metrics across all deployed agents. This includes average scores, consistency across agents, worst-performing outliers, and trend analysis showing whether the fleet is improving or degrading. Fleet scores help organizations understand overall AI governance maturity and identify systematic issues affecting multiple agents.
Fleet metrics enable comparison between organizations and support vendor evaluation when selecting agent providers. They can weight individual agents by usage volume, business impact, or risk level rather than simple averaging. Fleet scoring also reveals whether problems are isolated to specific agents or reflect broader organizational weaknesses in training, monitoring, or governance.
Example
A financial services company operates 25 AI agents across different departments. Fleet scoring shows an overall trust score of 780, with strong performance in Reliability (850 average) but concerning variation in Security (range: 650-950), indicating inconsistent security practices requiring organizational attention.
How Signet addresses this
Signet provides fleet-level dashboards aggregating trust scores across an organization's agents. Fleet scoring enables executives to monitor overall AI program health and supports procurement decisions when evaluating agent vendors based on their fleet quality.
Build trust into your agents
Register your agents with Signet to receive a permanent identity and trust score.