ACES prepares them. Through the Frontline AI Readiness Program, supervisors learn to put AI to work on the reports, records and write-ups that consume their shifts. Lead supervisors are trained to carry the method to every crew, and adoption is measured for thirty days, so leadership sees retention rather than a one-time workshop.
The first conversation is twenty minutes and carries no obligation.
Operations leaders are not short on AI tools. They are short on frontline leaders who are prepared to introduce those tools to hourly teams and keep them in use. The Manufacturing Institute's 2026 survey of manufacturers puts numbers to it.
report low or very low confidence that their frontline leaders are ready to lead AI-driven change.
say their existing training does not prepare frontline employees for AI-driven role changes at all.
cite resistance from employees who are comfortable with existing systems as a barrier to adoption.
Source: The Manufacturing Institute, Frontline Leadership in Manufacturing AI Adoption, 2026
Those organizations are the ones ACES was built for. The supervisor is the point where AI either enters the operation or stalls, and the supervisor is the person conventional AI training overlooks.
A thirty-day engagement for one site and up to twenty-five supervisors and leads, delivered on the AI tools the organization already licenses. No software is purchased and nothing is built from scratch.
A half-day working session with site leadership to select the first tasks, define what success looks like in hours, and set the rules for data handling, approved tools and boundaries.
For each selected task, ACES builds the prompt, the output template in the site's existing format, a one-page reference card and a short instructional clip, using the site's own forms and records.
Lead supervisors work the method on their own tasks until it is routine, then learn to teach it to their crews in a fifteen-minute huddle. The capability stays with the site.
Lead supervisors roll the method to their shifts. ACES checks in weekly, resolves what is stuck, and maintains an adoption record showing who is using it, on which tasks, and the minutes recovered.
At day thirty, leadership receives a written report covering hours returned per task, adoption by shift, and the recommended next tasks.
Scope and pricing are set after the first conversation, based on the site, the number of supervisors and the tasks selected.
Supervisors keep the judgment. The tool takes the typing. Rough notes or a spoken summary go in, and a finished document in the site's format comes out for the supervisor to review and approve.
Across two shifts a day, these tasks commonly return five to eight hours a week to each lead. The program records the actual figure at your site.
ACES works with manufacturing, warehousing, distribution and fulfillment operations whose supervisors run shifts of hourly employees, typically 100 to 5,000 people across one or more sites. Engagements are delivered nationwide, on site or remote.
The program is typically sponsored by a plant or site manager, a director of operations, or the leader responsible for training and development. It is designed for leadership teams that have been asked to bring AI into the operation and want their frontline leaders prepared before it reaches the floor.
I have spent thirteen years in operations, safety and training across multi-site industrial environments, in roles that ranged from supervising a floor to leading training and compliance programs for supervisors and trainers across a region.
The Frontline AI Readiness Program began with a problem on my own team. Supervisors were losing their evenings to investigation write-ups. I built an AI tool that let a supervisor answer a short set of questions and receive a complete first draft for review. Hours of typing became minutes of review, and the recovered time went into prevention. Measurably fewer injuries followed.
That experience is the basis of the program. The documentation moves to the tool, the judgment stays with the supervisor, and the person who taught the method to the floor remains on the floor after the engagement ends.
A thirty-day engagement for one manufacturing, warehousing, distribution or fulfillment site. Supervisors learn to put AI to work on the reports, records and write-ups that consume their shifts, lead supervisors are trained to carry the method to every crew, and adoption is measured for thirty days so leadership can see retention.
No. The program is delivered on AI tools most organizations already license, such as Microsoft 365 Copilot, ChatGPT or Claude. If the organization has none, one is selected together during leadership alignment.
No. The program moves documentation work from the supervisor to the tool. The supervisor keeps the judgment, the review and the approval, and the recovered time returns to the floor and the crew.
Leadership alignment sets the rules before any task is designed, including which data stays out, which tools are approved, and how records are retained. Enterprise versions of the supported tools do not train on customer data, and ACES works within the organization's IT policy.
Both. Leadership alignment and train-the-trainer can be delivered on site anywhere in the United States or remotely, and the thirty days of adoption support are delivered remotely with weekly check-ins.
Book twenty minutes, or send a note and you will receive a reply within one business day.