Findtestick
9/10 rated AI Manager turns a messy system prompt into an organized, self-diagnosing backend for a B2B adhesives seller
AI Manager acts as an on-demand diagnostic advisor for Findtestick pinpointing why the AI Employee misfires, allocating new prompt content to the right place, and keeping the system prompt clean and responsive to a B2B sales team's evolving needs.
“When I face some bugs or the AI responds in a way that's not to my needs or gives the wrong impression to leads I go to the AI Manager to ask for advice. Before, it was quite difficult; we didn't know which part of the system prompt to put things in, so it would get quite messy. With the AI Manager, they can help us allocate and make the system prompt more organized. Impact time saving, very responsive, and able to meet my needs. I'd give it a 9.”
Results at a Glance
Findtestick (Malaysia), a Professional Services business, achieved 9/10 Rating with ABC Sales AI WhatsApp automation. Additional results include 100% Organized Prompts, 1st Try Adjustments Met.
Clean Backend, Time Saved, and a Highly Responsive AI System
The Challenge
AI Misbehavior and a System Prompt That Kept Getting Messier
- The AI Employee sometimes responded in ways that didn't match Benn's needs or gave the wrong impression to incoming B2B leads.
- Editing the system prompt manually was difficult it was unclear which section new instructions should go into.
- Over time the system prompt became messy and disorganized, making every further change harder and riskier.
- Without a structured way to maintain the AI's backend, small fixes risked breaking other parts of the system.
The Transformation
On-Demand AI Diagnostics and Smart Prompt Organization
- Whenever the AI misbehaves or needs tweaking, Benn engages AI Manager to diagnose the issue and advise on the fix.
- AI Manager automatically allocates new prompt content into the correct section of the system prompt, keeping the structure organized.
- Responds quickly to backend change requests so the AI Employee stays aligned with Findtestick's specific B2B sales requirements.
- The system prompt is now a clean, maintainable asset rather than a tangled mess that grows harder to manage over time.
The Impact
Clean Backend, Time Saved, and a Highly Responsive AI System
- Meaningful time saved on prompt editing and AI troubleshooting that used to be pure guesswork.
- System prompt stays organized and maintainable instead of degrading into a mess after every change.
- Highly responsive backend adjustments consistently meet Benn's needs the first time.
- Rated 9/10, with headroom to explore more AI Manager capabilities beyond diagnosis going forward.
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