How early identification of financial stress reduces cost, risk, and customer harm
For decades, utilities have become very good at managing customers at the bottom of the cliff.
By the time a customer reaches collections — multiple missed payments, mounting arrears, escalating notices — well-established processes activate. Call centres engage. Payment plans are negotiated. Agencies may become involved. Compliance oversight increases. Significant effort and cost are deployed to stabilise a situation that has already become serious.
But across the industry, a new question is emerging:
What if the greatest opportunity sits at the top of the cliff, not the bottom?
The Moment Before Debt Becomes a Crisis
Most customers do not suddenly fall into serious arrears. Financial stress develops gradually, often long before any payment is missed.
From an operational perspective, nothing obvious appears wrong. Bills are still being paid. Accounts remain current. There is no clear event that triggers concern.
Yet beneath the surface, behaviour begins to change in subtle ways — patterns so small and interconnected that they are invisible to traditional reporting or manual review.
These are not simple warning signs. They are complex behavioural patterns that emerge across many small interactions — patterns that are almost impossible to detect through traditional reporting or manual review.
Traditional collections systems are designed to respond to events.
Predictive approaches allow utilities to recognise risk before those events occur.
In other words, they allow organisations to see customers approaching the edge of the cliff, rather than only reacting after the fall.
Why Customers Don’t “Ask for Help”
From a corporate perspective, it can seem reasonable to expect customers experiencing financial pressure to contact their provider.
In reality, behavioral science shows that financial stress often changes how people think and act.
When households experience unexpected financial pressure, cognitive capacity narrows. Attention becomes focused on immediate financial obligations — rent, groceries, urgent bills — while more complex tasks such as navigating assistance programs can feel overwhelming.
Many customers encountering financial difficulty are doing so for the first time. They may not realise assistance programs exist, or assume they do not qualify. Others delay engagement due to uncertainty, embarrassment, or simply not knowing where to begin.
By the time a customer finally reaches out — or misses several payments — the situation is often far more difficult to resolve.
Waiting for customers to self-identify means intervention frequently arrives late in the trajectory of financial stress.
The Economics of the Cliff
Supporting customers early is not only more compassionate; it is operationally smarter.
At the top of the cliff, small interventions can change a customer’s path:
- Digital outreach costs only cents per interaction
- Customers are more likely to engage while the situation is still manageable
- Payments resume earlier, stabilising cash flow
- Complaint volumes remain lower
- Frontline teams avoid high-stress escalation scenarios
At the bottom of the cliff, the economics change dramatically:
- Assisted service costs rise significantly
- External agencies may become involved
- Recovery rates decline as debt ages
- Operational pressure on collections teams increases
- Regulatory scrutiny intensifies
In other words, utilities often deploy their most expensive resources at the moment when outcomes are hardest to improve.
Moving Support Further Upstream
Forward-looking utilities are beginning to rethink where support should begin.
Rather than waiting until accounts enter traditional collections pathways, some organisations are exploring ways to identify customers who may be experiencing early financial stress and offering support sooner.
Predictive AI models can now detect emerging patterns of financial pressure across large customer populations. Combined with behavioural science, utilities can deliver communications designed to encourage customers to engage early — before debt escalates. At that point, small actions can change the customer’s path before they reach the edge of the cliff.
This does not replace collections processes.
It simply reduces the number of customers who ever need them.
A Different Measure of Success
Utilities will always need strong collections capabilities. Managing arrears responsibly remains a critical function.
But the industry is increasingly recognising that the most effective debt strategy is not simply recovering arrears efficiently.
It is preventing avoidable debt from forming in the first place.
When customers receive the right support earlier:
- Households avoid deeper financial hardship
- Customer relationships remain intact
- Operational pressure on collections teams decreases
- Financial outcomes improve through higher recovery and lower write-offs
- Regulators see stronger evidence of proactive customer care
The result is better outcomes across the board — for customers, utilities, and the broader system.
Because once a customer reaches the bottom of the cliff, recovery is still possible.
But the smartest strategy is helping them step back from the edge before they fall.
SmartMeasures helps utilities identify customers showing early signs of financial stress using predictive AI and behavioural science, enabling proactive support before debt escalates. The result is better outcomes for customers, operations, and regulators alike.
