Project Snapshot
- Industry
- Manufacturing — multi-line production with deep tribal knowledge in senior specialists.
- Client Type
- Established SME / mid-market manufacturer.
- Business Goal
- Turning tribal manufacturing knowledge into a usable AI assistant.
- Services Delivered
- AI Knowledge Base · SOP Development · Process Redesign · Change Management
- Project Focus
- Onboarding new engineers and operators was slow, and senior specialists were constantly pulled in for routine questions. Leadership wanted an AI assistant to make tribal knowledge accessible without eroding safety, quality or specialist authority.
Business Challenges
What this business was working through
- Critical production knowledge concentrated in a small number of specialists.
- Onboarding new engineers and operators slow and inconsistent.
- SOPs incomplete or outdated relative to how work actually happened.
- Senior specialists constantly interrupted for routine queries.
- AI adoption risk if the assistant felt like a threat to expertise.
What Bluehive Delivered
The work that moved the needle
AI Knowledge Base
Built an AI-powered internal assistant over structured, current production knowledge.
SOP Development
Tightened and updated SOPs so the assistant reflected how work should actually be done.
Process Redesign
Redesigned the knowledge flow so updates continued after go-live.
Change Management
Led adoption with engineers, operators and specialists so the assistant became a tool, not a threat.
Business Outcomes
What changed for the business
- Faster access to production knowledge for engineers and operators.
- Reduced routine load on senior specialists.
- Faster, more consistent onboarding for new hires.
- SOPs that reflect real work, maintained after go-live.
- AI adoption that reinforced specialist authority instead of undermining it.
Related Services
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