It’s 5:05 p.m., and a procurement analyst is staring at a new 47-event alert with no clear sense of which flags are truly high-risk. Across the hall, a compliance lead has just uncovered a low-risk event that sat untouched in a queue for 19 days.
These moments capture a broader truth: even the systems that help us can fall short – and sometimes create new challenges of their own.
For many public sector organizations, investments in procurement integrity systems are paying off through measurable savings, more efficient workflows, and a more proactive stance against fraud, waste and abuse. Like other transformational technologies, these systems have quickly become indispensable; it’s hard to imagine operating without them.
Yet talk to any analyst, compliance lead or investigator and they’ll tell you about the functional gaps they navigate every day. They’re inundated with data, and the tools and workflows they rely on often can’t keep pace.
Kiran Purabia, Principal Solutions Advisor, Government and Fraud at SAS, shares how scenario-level triage can sharpen prioritization and help teams respond to risk with confidence, even as volumes grow.
What is the challenge with traditional, alert-centric investigation workflows?
Purabia: Traditional alert-centric workflows are built around monitoring entities – for example, a supplier – so every issue detected is tied back to that entity. On paper, that sounds reasonable, but in practice, investigators end up working through alerts one by one, even when the underlying risk spans across multiple suppliers.
And that’s where things can break down. Backlogs grow, teams get buried in repetitive reviews, and bigger patterns, like duplicate invoices across multiple suppliers, stay hidden inside individual alert queues.
What is scenario-level triage and how does it change the investigation process?
Purabia: Scenario-level triage lets investigators act on specific signals, Scenario-Fired Events (SFEs), instead of getting stuck inside a single supplier’s alert. Think of an SFE as the moment a meaningful pattern shows up, whether it’s a cluster of duplicate invoices or a behavior that puts the agency at risk. Instead of reviewing those issues one supplier at a time, teams can now look at the scenario itself as a single event worth pursuing.
This shift changes the entire approach to an investigation. You’re no longer chasing isolated alerts; you’re understanding the pattern that triggered them, who’s affected and what the right response should be. It brings much more clarity and structure to the early triage stage.
Teams can’t afford to chase risk the old way. They need a faster, more practical way to act on it. Kiran Purabia
How does scenario-level triage accelerate decision-making?
Purabia: Scenario-level triage speeds up decision-making by giving teams the full picture upfront. When an SFE generates, you immediately see the scope, scale, and impact of the pattern – such as how many suppliers or invoices are involved – so investigators don’t spend time piecing information together across multiple alerts.
It also opens the door for parallel work. Different teams can pick up their parts of the same pattern without waiting for others to finish their reviews, which removes bottlenecks and enables a cleaner handoff. Put together, that’s what drives faster “speed to decision” and the potential for a significant reduction in overall investigation time.
How does it help teams focus their effort where it matters most?
Purabia: By shifting attention from isolated alerts to the underlying scenario, teams can focus their effort exactly where the risk sits. Instead of reviewing the same issue over and over through separate supplier alerts, they can analyze the broader pattern and prioritize actions that deliver the biggest impact.
This creates a more “rightsized” investigation process: clearer priorities, less manual noise, and stronger alignment across teams. And nothing gets lost in the process because every SFE still links back to the original alerts. You’re simply working smarter and targeting your efforts where it matters most.
In short, scenario-level triage offers a more transparent, structured way of working: teams stay aligned, ownership becomes clearer, and collaboration becomes much easier because everyone is responding to the same scenario rather than piecing together isolated alerts.
Why is this new function especially important now?
Purabia: We’ve created a simpler, more efficient investigation process so government organizations can realize value much faster. Fraud patterns are getting more complex, fraudsters are getting smarter, and the scale of public sector procurement keeps expanding. Teams can’t afford to chase risk the old way. They need a faster, more practical way to act on it.
Scenario-level triage makes this possible. It helps agencies spot value sooner and close leakage before it grows into something bigger. And because the product has reached the right level of maturity and strong customer demand, this capability fits naturally into how they already work.
It also aligns perfectly for the next steps. As we bring more AI-driven automation into the product, we need a cleaner, pattern-led structure to scale that intelligence. Scenario-level triage provides the foundation that makes it possible.
What’s the long-term impact on procurement integrity and public trust?
Purabia: Since scenario-level triage removes duplication and introduces clearer accountability, agencies can demonstrate stronger controls, faster recoveries, and fewer leakages.
Over time, this leads to a procurement environment that is more resilient, more efficient, and more trustworthy. Government organizations create outcomes they can stand behind, and the public gains confidence that resources are managed with integrity.
