OnBaseAI was founded by operators who ran enterprise AI programs at Google, Uber, IBM, and Chime — and built it around what we learned when things went wrong.
When you're inside a large enterprise AI program, certain things become obvious that aren't obvious from the outside. The knowledge foundation has to come before the automation. Adoption has to be designed in, not added at go-live. The CISO conversation will happen — it's only a question of whether it happens in the design phase or the program-stopping review phase. We watched these patterns repeat across different organizations, different platforms, different leadership teams.
The failure modes are completely predictable. Which means they're completely preventable — if you've seen them before.
What we also noticed was that the implementation partners available for this work — the firms being brought in to help — were largely discovering these problems the same way everyone else was: mid-program, when they were expensive and disruptive to fix. They weren't measuring complexity before scoping. They weren't pricing for process readiness. They were quoting by workflow count and hoping the assumptions held.
OnBaseAI is what we built after having that observation enough times. A firm that operates with the methodology and the field experience to eliminate those failure modes by design — not because we're smarter, but because we've walked the exact path every client is about to walk. The PRISM framework came from that experience directly. So did the milestone-based fee model. So did the assessment-led selection process. Every structural decision in how we operate traces back to something we watched break when it wasn't in place.
OnBaseAI is not a general AI consulting firm. We implement Moveworks for ServiceNow environments. That's it. That focus is a deliberate choice, not a constraint.
Generalist firms have to re-learn the platform, the integration patterns, and the failure modes with every engagement. We know the Moveworks connector architecture. We know which ServiceNow configurations create schema problems. We know what the CISO conversation looks like in a regulated industry. That accumulated specificity is what PRISM is built from — and what makes the framework compoundingly more accurate with every engagement we complete.
The partners who will define this space over the next five years won't be the largest. They'll be the most rigorous. We are building for that.
If you're introducing OnBaseAI to accounts with a Moveworks mandate, we'd like to talk. We qualify accounts, close the complexity question, deliver without drama, and create expansion motion that compounds in your accounts.
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