Defects stopped before final machining
A focused POC validated the signal, then a fixed-scope deployment moved the insight into the team’s daily workflow.
Rejection rate 4.1% ? 1.3%Build my business case ?The work speaks in numbers.
Anonymised engagements, honest baselines and outcomes measured against operational reality.
Maintenance moved from reactive to planned
A focused POC validated the signal, then a fixed-scope deployment moved the insight into the team’s daily workflow.
31% less unplanned downtimeBuild my business case ?Sales focused on the leads that mattered
A focused POC validated the signal, then a fixed-scope deployment moved the insight into the team’s daily workflow.
2.4× qualified conversionBuild my business case ?