by Reveille Software | Jul 6, 2026 | AI & ML
AI Agent Governance Starts With Measurement | Reveille Every enterprise is writing AI agent governance policies. Almost none can measure whether the agents follow them. Governance you can’t measure isn’t governance — it’s paperwork. — The Reveille...
by Ryan Shallenberger | Jun 29, 2026 | AI & ML
AI-Ready Data: The Agentic Assurance Gap | Reveille Everyone shipped the agent. Nobody shipped the assurance. — The Reveille Perspective In the span of a single quarter, every major content platform put an autonomous agent on top of your documents. Hyland shipped its...
by Chris McNulty | Jun 22, 2026 | AI & ML
AI is forcing IT deeper into the content stack because AI runs on information, not aspiration. — Chris McNulty I have been thinking a lot about AI and information over the past two weeks. What I saw in Orlando and Baltimore pointed to the same conclusion from two very...
by Chris McNulty | Jun 22, 2026 | AI & ML, Cloud, Reveille Platform
Reveille Is Built for the Cloud | Content Observability Reveille is built for the cloud, for where enterprise content and the AI running on it actually live today. — Chris McNulty, Reveille Since I joined Reveille earlier this year, one thing keeps coming up. People...
by Reveille Software | May 1, 2026 | AI & ML, Hyland, OnBase
“Every dollar poured into enterprise AI is only as sound as the operational foundation beneath it. And right now, for most organizations, that foundation is invisible.” — The Reveille Perspective Something extraordinary is happening inside the largest...
by Ryan Shallenberger | Apr 23, 2026 | AI & ML, Blog, Insurance, Unpublished
The Hot Takes (Read This First) Why do claims pipelines stall even with AI?Because AI systems don’t usually fail loudly — they degrade quietly. Isn’t better OCR or GenAI going to fix this?No. Accuracy alone doesn’t guarantee claims actually move. If systems are “up,”...