AI article

Operational intelligence is sociotechnical

Community description: A scan of the Slack channels for a recent private equity deployment of Clonal (our operational...

Dev.to | Oct 14, 2026 | Spencer Pitman

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Forward-deployed engineers and product managers work through system design with the client so the distinctions show up in the data model, workflow ownership, permissions, and visible action states. Without that regular contact, we build things that function but don’t work. Forward-deployed work keeps paying off after implementation.

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