Fraud doesn’t wait for your investigation queue. Every minute an alert sits unresolved gives fraudsters more time to move the money. Yet at most financial institutions, a single case still takes an analyst 10 to 30 minutes to investigate — pulling transaction history, checking device and behavioral data, weighing risk signals and documenting a decision. Multiply that by hundreds or thousands of alerts a day, and slow investigation isn’t just an inconvenience. It’s a compliance risk, an operational cost and a direct driver of fraud loss.
The real cost of slow investigation time
Fraud operations teams tend to measure success by detection accuracy. But detection is only half the job — a threat that’s flagged but not investigated or blocked in real-time is still a threat. Slow investigation shows up in three places on the balance sheet.
Compliance exposure. Suspicious activity reports and regulatory response windows don’t stretch to accommodate a backlog. When analysts are buried in low-risk alerts, the high-risk cases that actually require regulatory attention wait longer than they should, and audit trails get thinner under pressure.
Operational cost. Alert fatigue drives overtime, contractor spend and analyst turnover — all of it recurring cost with no ceiling as transaction volumes grow. Every hour spent manually collating transaction data for a case that turns out to be a false positive is an hour not spent on the case that isn’t.
Fraud loss. Fraud doesn’t pause while a case sits in queue. The gap between “alert generated” and “investigation complete” is exactly where fraud losses compound — and it’s the gap most fraud teams have the least visibility into.
According to a recent VentureBeat article, this problem extends beyond fraud operations. Security operations centers are running the identical math: the average SOC fields 10,000 alerts a day, each requiring 20 to 40 minutes to investigate properly, and even fully staffed teams can only work through 22% of them. Fraud and SOC teams are solving the same equation — rising alert volume, AI-accelerated tactics and a queue that manual, human-driven triage was never built to clear.
Closing the investigation gap
Closing the investigation gap matters more than most teams realize: in a recent announcement, INETCO cited the 2025 Gartner Survey on Fraud Detection and Anti-Money Laundering, which found that “over a third of banks detect less than 60% of fraud before losses occur and only 31% achieve preemptive detection rates above 80%.” Closing it starts with speed — as Gartner puts it, “banks must stay ahead as attackers use AI to constantly change tactics and create new threat vectors.”
That’s the problem INETCO BullzAI Investigate was built to solve. Launched in July 2026, INETCO BullzAI Investigate is an AI-assisted fraud investigation module that brings agentic AI to case management — automatically triaging alerts, prioritizing high-risk cases and giving analysts an explainable, auditable recommendation to speed up decisioning and reduce false positives.
INETCO BullzAI Investigate is powered by a proprietary small language model (SLM) deployed on-premise, so sensitive transaction data never leaves a financial institution’s environment — a requirement for any organization navigating strict data privacy, residency and compliance obligations. Specialized AI fraud agents collate fragmented transaction data, analyze behavioral patterns and surface the reasoning behind every risk score, while analysts stay firmly in control of the final decision.
Early results from INETCO BullzAI Investigate show:
- Investigation time cut from 10-30 minutes to approximately 20 seconds per case
- A 97-99% reduction in investigation time overall
- Case reviews completed up to 90 times faster
- Recommendation precision of approximately 95%
That’s not incremental improvement. It’s the difference between a fraud or security operations team that’s perpetually behind and one that investigates every case as it happens.
The compounding value of fewer false positives
The ROI case gets stronger when you factor in false positives. Chasing alerts that turn out to be legitimate transactions is one of the biggest hidden costs in fraud operations — it consumes analyst time, delays action on real threats and, when it results in unnecessary friction or declines, damages customer trust.
INETCO BullzAI’s real-time, precision blocking at the transaction level already reduces false positives by approximately 45% within 90 days of deployment. INETCO BullzAI Investigate compounds that gain: with recommendation precision of approximately 95%, analysts spend far less time re-verifying triage decisions or manually working cases that never should have reached their queue in the first place. Fewer false positives means more analyst hours going toward the cases that matter, and fewer legitimate customers caught in unnecessary reviews.
An illustrative ROI calculation
Every institution’s numbers will differ, but a simple example shows how quickly the time savings translate into dollars. These figures are illustrative, not a quote — treat them as a starting point for your own calculation.
Assumptions:
- Fraud investigation team: 10 analysts
- Average fully loaded analyst cost: $65,000/year (~$31.25/hour)
- Alert volume requiring manual investigation: 200 cases/day
- Current average investigation time: 20 minutes/case (midpoint of the 10-30 minute range)
- Investigation time with INETCO BullzAI Investigate: ~20 seconds/case
The math:
In this example, the institution isn’t cutting headcount — it’s reclaiming the equivalent of roughly eight analysts’ worth of investigation time every day. That capacity can absorb rising alert volumes without adding headcount, redeploy analysts to the highest-risk cases and escalations and reduce the overtime and contractor spend that alert backlogs typically drive. Layer in the value of fewer false positives — less time wasted, fewer customer friction points — and the return compounds further.
Your actual volumes, staffing costs and case mix will shape the real number. That’s exactly the kind of calculation our team can walk through with you.
See the ROI for your fraud team
Outsmart fraudsters, stay compliant and keep customers safe with INETCO. Trusted by financial institutions and payment service providers worldwide, INETCO delivers the payment security and reliability that all people deserve — every moment, every day.
If your fraud or security operations team is investigating cases in minutes when it could be investigating in seconds, request a demo to see how INETCO BullzAI Investigate applies to your alert volumes, your team and your numbers.
