Manufacturing
Augmenting Industrial Processes with AI
Embedding AI agents into 1,400 process maps to cut errors and standardize shop floor operations.
PROBLEM
Across multiple manufacturing companies, a manufacturing software provider relied on 1,400 process maps to guide shop floor operations. Despite documented workflows, variability across shifts, reliance on tribal knowledge, and manual execution led to errors, rework, bottlenecks, and compliance challenges.
IMPACT
1400
Agent-driven workflows enabled
20%
Reduction in operator training & onboarding
27%
Reduction of re-work and errors in processes
SOLUTION
We decomposed over 1,400 processes into eight core value streams and identified opportunities to embed AI agents into repeatable workflows. This created a structured foundation to modernize execution across the manufacturing floor. AI agents were introduced to guide operators step-by-step while orchestrating repeatable tasks under human oversight. This ensured consistent process adherence while allowing operators to focus on approvals, exception handling, and edge-case decisions. By embedding intelligence directly into execution, we reduced reliance on tribal knowledge and standardized workflows across shifts and facilities, enabling more predictable, scalable operations.
