A mid-size Maryland manufacturer partnering with SkellTech AI transformed legacy, manual-heavy operations through Agentic AI workflow automation. The client faced challenges with repetitive data entry, paper-based tracking, manual inspections, and the impact of workforce turnover. Human errors in labeling, counts, and quality checks led to unplanned downtime and rising production costs.
SkellTech AI utilized a consultative and iterative QuickStart model, integrating Agentic AI layers alongside existing ERP/MES systems. This solution not only streamlined business workflow automation but also introduced human-in-the-loop validation, allowing staff to review or override AI recommendations, thus preserving operational control while enhancing efficiency.
Key Outcomes
- Reduced manual work and data re-entry
- Lower error-related downtime and rework
- Faster manufacturing cycles and shift continuity
- Higher workforce confidence through guided oversight
This engagement showcased how AI automation for SMEs can modernize legacy workflows, reduce waste, and accelerate production without disruptive system replacements. Additionally, the integration of mobile application development and web application development into the overall strategy has further optimized processes, creating a seamless experience for the workforce.