Ten problems that keep AI systems out of production.
Same engineering work, framed the way it actually shows up: a system that's stuck, unreliable, expensive, or ungoverned. Find the one closest to what you're dealing with.
Pick the one closest to what's actually happening.
Each entry below is a production problem we solve end to end, not a service category.
Common questions.
Not sure which one is the real problem?
Symptoms overlap. What looks like a cost problem is often a reliability problem, what looks like a security gap is often a governance gap. Tell us what's breaking and we'll tell you which one it actually is.
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