Proof
/ Supply Chain & LogisticsAI Opportunity Assessment for a $34M Lighting & Controls Distribution Firm
Business situation
A $34 million lighting and controls technology distributor with disconnected systems preventing operational scalability and relying on manual, spreadsheet-driven workflows.
The challenge
Despite core technology investments, fragmented systems and manual processes were dragging efficiency and preventing the firm from leveraging its historical data for AI-driven advantage.
Why it matters
Quantum Rise completed an independent AI and automation opportunity review, translating stakeholder input into a Value vs. Effort matrix and delivering a prioritised AI roadmap.
What Quantum Rise delivered
The QR/OS™ approach in practice
- • 26 AI opportunities identified • 9 high-value opportunities recommended • Value vs
- Effort prioritisation matrix • 2 opportunities already implemented (Quick Chase Bot, Invoice & Billing OCR) • Strategic AI adoption roadmap
Measurable outcome
26 AI opportunities identified. 9 high-value recommendations. 2 opportunities implemented.
AI and automation investments directed at the most valuable levers. Foundation for scalable AI adoption established.
What became repeatable
Value vs. Effort AI opportunity assessment methodology — repeatable for any mid-size distribution or B2B services firm.