We delivered an AI Career Transition Manager for a North Charleston materials planner laid off after nineteen years — one that read two decades of her own performance reviews to find out what she had actually been doing, translated it into the words the job market uses, rebuilt every application to survive the screening software, and ran the interview practice that turned sixty-three silent applications into two offers.

Nineteen years at the same supplier off Palmetto Commerce Parkway, and she had never written a resume in her life. The job in 2007 came from a neighbor who mentioned they needed somebody in receiving. Everything after that — materials planner, then senior planner, then the person three departments called when a part was going to be late — happened inside the same building. In March the program moved to a plant in Alabama and forty-one people were let go on a Thursday morning.

She applied for eleven weeks. Sixty-three applications. Two responses, both automated rejections, one of them for a job whose posting was a near-exact description of what she had been doing for nine years. Nothing was wrong with her.

Three things were wrong with the paper. Her resume was a template she had filled in from her most recent job description, which described the position the way her old employer described it internally. Her title there was Materials Planner III. The Charleston market does not hire Materials Planner IIIs.

It hires supply chain analysts, production planners and buyers, and she had not been searching for any of those words. She was applying to a fraction of the jobs she was qualified for, and arriving at each one in a vocabulary the screening software could not match. The AI Career Transition Manager started by reading what she already had. Nineteen years of performance reviews, which she had kept every one of.

Four old internal job descriptions. A folder of saved emails. The standard operating procedure she wrote in 2019 that the plant still runs on. Out of that came an inventory of what she had actually done, which was substantially larger than what she had been claiming — she had been listing duties, and duties are the least interesting thing about nineteen years.

It pushed her for numbers she had never thought to write down. Expedited freight on her program fell by $340,000 in 2023 after she rebuilt the reorder points. She did not remember that as an accomplishment. She remembered it as the year the freight line stopped coming up in meetings.

Then it built the architecture. One master resume, six pages, everything in it, never sent to anyone. From that, a tailored one-page version per posting, pulling the parts that matched and using the posting's own vocabulary wherever the claim was true. Not keyword stuffing — she can defend every line of every version.

And built to survive the machine that reads it first: one column, no text boxes, no tables, standard section headings, consistent date formatting, and a file name with her name in it. Cover letters came out of a ten-minute conversation about why that particular company, rather than a paragraph she pasted sixty-three times. It tracked all of it. Every application, the date, where it came from, the recruiter's name, the follow-up date, the status.

It caught two postings she had already applied to through staffing agencies under different titles, which is the kind of thing that reads as disorganized to a hiring manager who sees both. Interview practice was the part she resisted and the part that mattered. Out loud, the real questions for the real posting, her answers played back to her with what was working and what was not. It reframed the layoff question, which she had been answering apologetically — a program relocation is not a performance story, and she had been narrating it as one.

It priced her, too. Median compensation for the role in the Charleston metro was meaningfully above what she had been making, because nineteen years of internal raises compound more slowly than the market does. She went into the offer conversation with a number and a reason for it. Thirty-one applications over the next seven weeks.

Nine phone screens, four onsite interviews, two offers. She took the one on Daniel Island, $12,400 above her old salary. "I wasn't unqualified," she said. "I was invisible.

Nobody was reading me."