Client stories
Notes from assessments, automation plans, and workshops — with the constraints and trade-offs that made the work real.
Voices from recent work
“The assessment forced us to kill three pet scripts before we automated anything. That alone saved a painful quarter.”
“I wanted a longer automation list; they pushed back and gave us one reliable hand-off instead. Slightly frustrating in the room — correct six weeks later.”
“Our workshop summary was blunt about who would own the admin panel. That awkward clarity is why the ranking stuck through planning.”
“They declined to scope a company-wide automation program in one month. I appreciated the refusal more than the polite quotes we got elsewhere.”
Extended story: retiring a spreadsheet bridge
A mid-size retailer in Taipei relied on a nightly spreadsheet export between warehouse staffing and payroll. Two people understood the formulas; everyone else treated the file as folklore. During an Internal Tooling Strategy Assessment we listed every dependent report, named an owner for a replacement job, and recommended retiring three side scripts that only existed to paper over formula errors.
The first automation slice covered the nightly export only. Payroll exceptions stayed manual for one quarter by design. Leadership accepted the exclusion after seeing how many silent failures the side scripts had been hiding. The written brief became the reference whenever someone asked to “just add one more column.”
Extended story: workshop under a hiring freeze
An operations and engineering group faced a hiring freeze and a backlog of automation ideas. A full-day Tooling Roadmap Workshop forced ranking against freeze constraints: no new maintainers, limited contractor budget, and an audit window in ten weeks. The group deferred a popular dashboard idea and elevated a hand-off that blocked invoice release. Three business days later the summary still matched what people remembered agreeing to — unusual, according to their program manager, for off-sites they had run alone.