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Transformation story

From AI pressure to strategic clarity: Aligning business and IT to scale AI adoption.

A mid-market manufacturing organization partnered with Quadbridge through an executive workshop, prompted by leadership pressure to define an AI strategy, to align business and IT, identify high-value use cases, and establish a clear, governed path to scale AI adoption.

THE CLIENT

INDUSTRY

Construction

Employees

50-200 employees

THE STORY

High interest, unclear path.

THE STARTING POINT

Leadership, led by the CIO and driven by CFO priorities, was under pressure to define an AI strategy, with a strong focus on improving reporting, insights, and operational workflows. While interest was high, ownership was unclear, and AI was initially being treated as an IT-led initiative rather than a business-driven opportunity.

Through engagement, it became clear that business and technology teams were not aligned – IT lacked visibility into business processes, and the business lacked understanding of the technology. By bringing together stakeholders across finance, operations, sales, and IT, the organization was able to align on priorities, identify high-impact use cases, and establish a path forward grounded in readiness, governance, and scalable execution.

THE CHALLENGE

THE SOLUTION

THE IMPACT

Clarity, alignment and momentum.

With alignment established and a clear roadmap in place, the organization continues to advance AI initiatives through readiness, governance, and the rollout of priority use cases, driving ongoing adoption and business value.

Confidence

IN Adoption

Teams uncover data, security, and governance gaps early, enabling more confident and controlled AI adoption.

Clear

AI Direction

Leadership teams gain a defined starting point and strategic path connecting AI initiatives to business priorities.

Aligned

Teams

Business and IT stakeholders align around a shared vision, enabling faster decisions and reducing internal friction.

Focused

Use Cases

Organizations identify practical, low-risk AI opportunities with measurable impact.

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