Manufacturing · Case study

Headline outcome goes here.

A one-sentence summary of the result — the single most impressive, verifiable fact about this engagement.

All stories
Sector
Manufacturing
Engagement
Forward-deployed pod, 3 engineers
Duration
12 weeks to production
Stack
Vision-language model, agent orchestration, MLOps

The challenge

Describe the client's starting point: the manual process, the cost or risk it carried, and why off-the-shelf tools did not solve it. Keep it concrete and quantified where possible.

The approach

Explain how the forward-deployed pod scoped the problem, what they built, and the key technical decisions — models, retrieval, evaluation, guardrails, deployment. Show the engineering depth.

The outcome

State the measurable result: time saved, accuracy gained, revenue enabled. Add a second paragraph on what changed operationally for the team, and what comes next.

“A short, quotable line from the client sponsor about working with the Pexon team.”

Name, Title — Company

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