Unlocking 20% Procurement Capacity Through AI Transformation

Client & Context

A leading organisation in the transport and infrastructure sector manages one of the most complex procurement functions in its field. With hundreds of full-time employees responsible for sourcing and contracts that keep critical services running safely and efficiently, the function faced mounting demands driven by new regulatory requirements and contractual obligations.

Workloads were set to grow substantially, yet teams were already stretched by manual, repetitive tasks. Leaders recognised that without a step change in productivity, their ability to deliver strategic value — from supplier partnerships to compliance — would be at risk.

Hudson & Hayes was engaged as a transformation partner to reimagine procurement workflows, unlock efficiency, and build sustainable AI capability.

The Challenge

Procurement leaders were grappling with several pressing challenges:

• Escalating workload pressures: New regulatory frameworks and contract obligations threatened to overwhelm existing capacity. 
• Fragmented, manual processes: Staff spent significant time on low-value activities such as document handling and data entry.
  
• Limited ability to focus on strategy: Strategic supplier management and value creation risked being sidelined by urgent transactional work. 
• Skills gap in AI and automation: While leaders saw potential in AI, they lacked the confidence and knowledge to implement it effectively.

The Solution

Hudson & Hayes applied its GenAscend methodology, combining operational excellence principles with cutting-edge AI and automation. The engagement was structured around three phases:

1. Educate & Align

• Delivered AI in Procurement education sessions for leadership, demystifying concepts and building literacy.

• Introduced real-world case studies to help leaders envision technology’s role in solving procurement challenges.

• Facilitated discussions to align leadership on AI as both a quick-win enabler and a long-term strategic driver.
  
  

2. Discover & Reimagine

• Conducted a source-to-pay process assessment, mapping current workflows and identifying pain points. 
• Partnered with stakeholders across procurement, legal, and operations to co-create an opportunity pipeline of potential AI and automation use cases. 
• Prioritised opportunities based on value, feasibility, and alignment with the enterprise data platform roadmap. 
• Defined a 12-week delivery wave plan, balancing near-term automation pilots with longer-term transformation projects. 

3. Build & Transform

• Ran design sprints and rapid prototyping, producing proofs of concept for high-potential solutions. 
• Delivered targeted AI and automation enablers, including: 
  • A Contract Agent capable of automatically redacting contracts, extracting metadata, and flagging risks in lengthy documents — cutting hours of manual review. 
  • A Guided Buying Assistant that steers users to the correct procurement channel and answers common queries, reducing pressure on the procurement helpdesk. 
• Designed 20 targeted AI and automation work packages, each aligned to broader data and technology strategy. 

Throughout the process, Hudson & Hayes emphasised collaboration and capability-building. Procurement staff participated in workshops and co-design sessions, ensuring solutions were both practical and widely adopted.

Key Outcomes

The engagement delivered measurable and lasting results:

• 20–25% uplift in procurement capacity identified through the removal of manual, repetitive activity. 
• 20 targeted AI and automation initiatives defined and prioritised, creating a clear roadmap for transformation. 
• Procurement leaders equipped with AI literacy, advancing from foundational knowledge to practical use of tools like Copilot. 
• Strategic alignment achieved: all AI initiatives tied directly to the organisations enterprise data platform, ensuring scalability and integration. 
• Quick wins delivered early through prototyped solutions such as the Contract Agent and Guided Buying Assistant, demonstrating value and building momentum. 

Conclusion

Through a structured and collaborative approach, Hudson & Hayes enabled a leading transport and infrastructure organisation to transform procurement from a function under pressure into one with renewed capacity and strategic focus. By embedding AI literacy, delivering targeted automations, and aligning transformation initiatives with the enterprise data platform, the engagement provided both immediate productivity gains and a scalable roadmap for the future.

Looking ahead, the organisation is positioned not only to meet regulatory and contractual demands but also to elevate procurement’s role as a driver of strategic value. The foundation of AI literacy, combined with a prioritised opportunity pipeline, ensures it can continue to scale adoption, innovate responsibly, and sustain measurable benefits well into the future.