Avathon wants to give heavy industry a second opinion before a loose sensor, late part or bad forecast becomes a multimillion-dollar decision. Its wager is that autonomy begins with context, not a cleverer alert.
A 35-year-old Pennsylvania software company found a valuable niche in the least glamorous corner of drug manufacturing: proving that every critical machine was maintained, calibrated and ready when the auditor arrived.