Notes on enterprise AI.
Long-form thinking from the team building Ovatio AI. Roughly half on the architecture choices behind Comply, Knowledge, and Agent, and the other half on what AI is doing to the work of software engineering, knowledge management, and operations.
Reclaiming the 40%
What happens when you give professionals back the time they were never supposed to spend on overhead. AI doesn't just accelerate work; it enables work that wasn't occurring.
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The End of the Expert Bottleneck
Why your best employee can finally be everywhere at once. AI doesn't replace experts; it multiplies them, breaking the structural constraint that limits what your organization can accomplish.
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Your Company Is Sitting on a Goldmine It Can't Access
How legacy knowledge digitization creates competitive advantages your rivals literally cannot replicate. AI can now capture, preserve, and make searchable decades of institutional knowledge that previously existed only in storage rooms and human memory.
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Want to talk about any of this?
Bring an evaluation question. Bring a deployment question. Bring a strong opinion; we’ll bring curiosity and a whiteboard.