Data before dollars

Usage data reshapes procurement, spend control and waste reduction.

Last Updated:

April 14, 2026

By

Tim McDonald

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Procurement in  the cleaning and hygiene sector has entered a new phase where intuition gives way to evidence and purchasing decisions start with proof rather than price tags. Usage data now sits at the centre of conversations about cost control, waste reduction and performance as it reveals how products behave in the real world and how teams actually work.

As expectations rise around reporting, governance and financial discipline, procurement leaders now look beyond headline unit costs and focus on how products perform in use and over time. The shift feels subtle yet decisive, with data guiding spend decisions long before budgets are committed.

Seeing the work as it happens

For many organisations the first breakthrough comes from visibility. Knowing what happens on-site, how often tasks occur and which products are used in practice changes the entire procurement equation.

iQCheckpoint manager strategic partnerships, Dan Graoroski, explains that usage data today is captured through digital workforce management platforms supported by inspection and audit systems that track time, location, task completion and quality verification, often backed by photos and scoring. He says the real shift arrives when this operational data feeds procurement conversations.

“The metrics that have proven most useful include cost per task rather than cost per site, consumption trends aligned to frequency and scope, quality outcomes linked to product or equipment usage, and labour and consumable cost ratios that highlight inefficiencies,” Graoroski says.

This approach reframes procurement around performance by replacing assumptions built on historic volumes with evidence grounded in actual usage and delivery. For procurement teams it means fewer surprises and far more control.

The same principle applies across distribution and supply chain operations at scale. Bunzl has built decades of SKU (stock-keeping unit) level sales history into its ERP (enterprise resource planning) systems and complementary platforms, giving procurement teams a deep well of insight across a number of factors.

“The data captured in our systems provides visibility across cost, risk, quality, delivery and reliability, as well as inventory holdings, demand patterns and sustainability objectives,” Bunzl ANZ director of procurement Brendan Ahern says. “These KPIs need to align, so we can source high quality products from reliable suppliers at competitive costs while meeting DIFOT (delivery in full, on time) expectations and avoiding excessive inventory.”

Where waste really lives

Waste reduction often starts in unexpected places. Data consistently shows that inefficiency hides less in pricing and more in behaviour, contamination and overuse.

Graoroski says data has the greatest impact when it replaces assumption with insight. By tracking volume and contamination patterns it exposes unnecessary waste collections, excess labour and habits that quietly inflate costs.

“It also supports better waste segregation by identifying contamination patterns and enabling targeted education rather than increased spend,” says Graoroski. “From an ESG and compliance perspective, data provides measurable evidence of waste reduction and responsible resource use.”

For distributors, customer usage data becomes a powerful advisory tool. Bunzl collects detailed information on the volume of products customers purchase and uses that insight alongside sales expertise to explain cost in use and identify efficiencies.

“Analysis of current usage combined with knowledge of normal consumption or alternative products can reveal opportunities to achieve more efficient usage and lower costs,” says Bunzl ANZ national supply chain manager Louise Pooley. “Our teams also work closely with industry to identify new technology or manufacturing improvements that lower cost and waste, which is especially important in sectors where many products are disposable.”

This shift positions procurement as an enabler of smarter consumption rather than a gatekeeper of spend. It also strengthens relationships between suppliers and clients by grounding recommendations in evidence.

Challenging long-held assumptions

One of the most confronting outcomes of data-driven procurement is how often it overturns accepted wisdom. Higher spend and higher usage frequently fail to deliver better results.

Graoroski notes that data regularly shows increased chemical consumption does not correlate with improved quality outcomes. In other cases premium products perform no better than lower cost alternatives when used correctly by trained operators.

“Issues previously attributed to product quality were sometimes linked to process gaps, training or task sequencing,” Graoroski adds. “These insights reinforce the importance of execution and accountability, not just product choice.”

At a product development level, data also validates innovation that genuinely reduces material use. Ahern points to recent sustainability focused advances that change both environmental impact and cost structures.

“The move away from PPE-lined disposable coffee cups to aqueous-based coatings means these cups can now be composted or recycled,” says Bunzl ANZ’s Ahern. “Similarly the introduction of low gauge lightweight pallet wrap that maintains strength and safety means less plastic is required while lowering cost and waste. Data enables us to measure volume shifts and calculate real savings for customers.”

These examples highlight a critical truth. Without data, many of these gains would remain anecdotal. With measurement, they become credible and repeatable.

Raising the bar on accountability

As data platforms propagate, expectations across the sector are quickly changing. Transparency now extends beyond purchase orders to visibility of usage, outcomes and impacts.

Graoroski believes data-led procurement is redefining value by expanding how success is measured. Total cost now includes waste reduction, rework avoidance and compliance outcomes alongside price.

“Transparency will shift from purchase records to visibility of usage and outcomes,” says Graoroski, “and accountability will increasingly be measured through performance data rather than service delivery claims.”

Bunzl ANZ’s Pooley agrees that the ability to analyse and present meaningful insights will shape procurement credibility over the coming years. She points to rising expectations around ethical sourcing and proof across the supply chain.

“Many customers now require evidence of ethical sourcing and responsible practices from origin through the chain,” says Pooley. “Collecting and analysing key data forces transparency and shapes behaviour, so end consumers have confidence in what they buy.”

From cost control to confidence

Data before dollars signals a deeper cultural shift. Procurement teams increasingly act as strategic partners who influence operations, sustainability outcomes and client confidence.

When usage data informs purchasing decisions, waste becomes visible, performance becomes measurable and spend becomes deliberate. In a sector where margins remain tight and expectations continue to rise, that clarity delivers its own kind of value.

As digital workforce tools, audit platforms and advanced ERP systems continue to mature, procurement decisions grounded in evidence will define the next era of cleaning and hygiene operations. The future belongs to those who see the work clearly before they sign the cheque.

From procurement function to strategic lever

The growing reliance on data marks a shift in how procurement teams position themselves inside organisations. Once viewed primarily as cost controllers, procurement leaders now operate closer to strategy, influencing operational design, workforce deployment and sustainability outcomes.

Usage data allows procurement to speak the language of operations by anchoring purchasing decisions in how sites actually function day-to-day. When this reality shapes buying choices, conversations move away from abstract price debates toward measurable performance and sustained efficiency. That alignment builds internal trust that eases friction between procurement teams and those delivering the work on the ground.

In cleaning environments where service delivery varies by site type, foot traffic and risk profile, this nuance matters. Data enables procurement to differentiate spend according to need, rather than applying blunt uniform solutions that often lead to overservicing or under resourcing.

Turning insight into action

Collecting data is futile unless it translates into action, which is why leading organisations invest time in interpreting insights and embedding them into procurement frameworks, supplier reviews and contract structures.

Graoroski notes that when data becomes a shared reference point between operators, suppliers and clients, discussions change tone. Decisions feel grounded and defensible, with accountability distributed across the value chain rather than procurement alone.

This approach also supports more productive supplier relationships. Rather than negotiating solely on unit price, procurement teams can collaborate with suppliers on training, process improvement and product optimisation that reduces waste while protecting performance outcomes.

Planning for resilience

Beyond cost and waste, data driven procurement supports resilience in an increasingly volatile market. Supply chain disruption, regulatory change and labour constraints all place pressure on procurement teams to anticipate risk.

Ahern highlights the importance of balancing availability with financial discipline. Inventory data, demand forecasting and supplier reliability metrics allow procurement teams to maintain service levels without carrying excess stock that ties up capital and increases waste risk.

This balance grows more critical as sustainability targets tighten and reporting requirements expand. Accurate data underpins credible ESG (environmental, social and governance) claims and protects organisations from reputational risk associated with unsupported sustainability claims or opaque supply chains. When data underpins reporting, procurement teams gain confidence that what is promised externally reflects what happens operationally, reducing exposure while strengthening credibility.

Procurement teams equipped with strong data capabilities also gain predictive power. Trend analysis supports forward planning and allows organisations to adapt product mixes, adjust service models and respond to emerging regulatory or client expectations with clarity rather than urgency.

The discipline behind better decisions

Seen through a broader lens, data before dollars speaks to organisational discipline as much as technological capability. It asks leaders to interrogate habit, reassess inherited practices and trust evidence, even when it unsettles long-held assumptions.

Within the cleaning and hygiene sector, that discipline increasingly defines what leadership looks like in practice. Organisations investing in data literacy, transparent systems and evidence-led procurement frameworks gain clearer control over spend while strengthening credibility across operations and client relationships.

In an environment shaped by scrutiny and rising expectation, procurement decisions anchored in real world usage deliver certainty. Dollars still matter, but data now decides where they go.

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