For all the data that AI systems continually amass and analyze, enterprise AI agents often suffer from a curious shortcoming: a lack of knowledge. More than data, knowledge is the understanding of what the data means in the context of individual organizations. AI agents need this understanding to reason about situations, make decisions, and ultimately…
My company nearly tripled revenue and improved profitability by turning budgeting from a top-down control exercise into a collaborative, flexible growth tool.
Mach says the acquisition meaningfully improves unit economics across its five vehicle programs at exactly the moment the company is starting to scale.