INPUT & RE-ENTRY
Entering the same information again and again.
Review whether each input and approval is needed, then reduce remaining re-entry with existing tools and automation.
- Process design
- Tool integration
- Automation
HANDS-ON DX & AI
Building a system is not the goal. We learn the reality of management and frontline work, then stay close until the business and the work itself become stronger and easier to move forward.
REALITY FIRST.
You cannot see operational waste from a meeting room alone.
Those who lead.
Those who manage.
Those who do the work.
We listen to each, watch the work itself, and decide what should change.
Use AI when it helps.
Build a system when it helps.
Connect IoT when it helps.
But we do not build when it is not needed.
OUR PRINCIPLES
Do not digitize unnecessary work.
Does this input need to exist? Why is this approval here? Why is the same information entered repeatedly?
We first organize the work itself. Remove what can disappear, change what can change, then implement AI or systems only where needed.
Operational KPIs alone do not change the frontline.
We look beyond time, profit and cost to daily friction: searching, waiting, asking, transcribing and redoing.
Less overtime. Fewer questions. Less concentration on veteran staff. Better business numbers.
The frontline is not only inside a browser.
Factories. Vehicles. Warehouses. Fields. Paper. Excel. LINE.
That is why we do not think in web or generative AI alone. We combine AI, business systems, IoT and location intelligence for the reality of the work.
WHAT WE CAN HELP WITH
Sometimes changing a workflow or rule is enough. When technology is needed, we introduce it in a form the frontline can actually use.
INPUT & RE-ENTRY
Review whether each input and approval is needed, then reduce remaining re-entry with existing tools and automation.
SEARCH & QUESTIONS
Organize where information lives and how it is shared, then use AI document search where it helps.
RECORDS & REPORTS
Review recording and reporting, using sensors or location data when needed to share information for decisions.
ABOUT FDE
Forward Deployed Engineer.
It means entering a customer’s operation, understanding the challenge, implementing and staying involved until it is actually used. It is close to work we have long done.
But BonZuttner does not value an engineer visiting a site for its own sake.
Those who lead. Those who use. Those who build.
We help all three see the same problem. That is our accompaniment.
SELECTED WORKS
CASE 01
MEDICOM / Promotional materials & POP
Process design × Web / business systems
CASE 02
MEDICOM / WHOLESALE
Reducing operational friction
CASE 03
WORKFLOW AUTOMATION / RPA
Excel integration × Browser automation
HOW WE WORK
Not just in a meeting room. We work until daily work changes, choosing the means only after seeing the reality.
01
02
03
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A GOOD PARTNERSHIP ENDS WELL
We do not think accompaniment means creating a state where improvement is impossible without us.
Workflows.
Decision rules.
Prompts.
Manuals.
Source code.
Improvement history.
We leave what we build together as assets the customer can operate.
Everyday improvement stays inside. For the difficult parts, we work together again.
START WITH A CONVERSATION
“It is vaguely inconvenient, but we have always done it this way.”
That kind of work contains the seed of improvement. Whether to use AI comes later.