Guest: Gil Rosenthal
Today I am talking about fraud lessons, and honestly, this feels like the right kind of episode to close out the year with. Because 2022 was not just another busy year in fraud. It was a year where a lot of the pressure points got sharper at the same time. Attackers had more tools. More access. More coordination. And meanwhile, a lot of fraud teams were being asked to do more with less while budgets tightened and layoffs hit across tech.
That is a rough combination.
I sat down with Gil Rosenthal to talk about what 2022 really showed us, not just about online fraud trends, but about the state of the fraud prevention industry itself. Because fraud prevention challenges do not happen in a vacuum. They happen inside companies dealing with market changes, hiring freezes, shifting priorities, and leadership pressure. So if I want useful fraud takeaways for 2023, I have to look at both sides of that equation.
One side is the bad actors. Better resourced. Faster moving. More adaptive. The other side is the fraud team trying to hold the line while resources shrink and expectations somehow do not. That disconnect showed up across ecommerce fraud trends, fintech fraud strategy, and pretty much every conversation I had with fraud leaders this year.
And that matters.
Because the biggest fraud lessons from 2022 are not only about attack methods. They are also about resilience. About priorities. About where teams got stretched too thin. About what broke under pressure. And about what smarter planning for 2023 fraud actually needs to look like if companies want to stay realistic instead of reactive.
Here is what that fraud lessons conversation means in practice:
- I need to look at both external fraud pressure and internal business constraints at the same time
- I need fraud operations resilience, not just better fraud tooling
- I need fraud takeaways for 2023 that reflect tighter budgets and stronger attacker capabilities
- I need to be honest about fraud team stress and what doing more with less in fraud really costs
What you’ll hear in this episode:
- Why fraud lessons from 2022 go beyond attack tactics and into staffing, budget, and strategy
- How online fraud trends shifted while fraud budgets and layoffs made response harder
- What fraud prevention industry changes mean for ecommerce fraud trends and fintech fraud strategy
- Why fraud team stress and under-resourcing became such a defining issue this year
- How fraud leader insights can support planning for 2023 fraud with more realism and less panic
You should listen to this episode if you:
- Lead or work on a fraud, risk, trust and safety, payments, or identity team
- Need clearer fraud takeaways for 2023 after a difficult year of fraud prevention challenges
- Want a stronger anti-fraud industry outlook tied to actual fraud market changes
- Are navigating fraud budgets and layoffs while still being expected to deliver results
- Care about fraud operations resilience, fintech fraud strategy, and doing more with less in fraud
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Episode notes & key takeaways
This episode is really about taking a hard look at what 2022 exposed. Not just in the fraud landscape, but in the operating environment around it. Fraud lessons from 2022 are useful because they help explain why so many teams felt stretched, why certain risks escalated faster, and why planning for 2023 fraud needs to be grounded in both attack reality and internal business reality.
Why 2022 felt like a turning point for fraud teams
Let’s break this down.
A lot of years in fraud are busy. That is not exactly news. But 2022 felt different because multiple pressures were stacking at once. Online fraud trends were getting more aggressive and more sophisticated while companies were dealing with layoffs, slower growth, tighter budgets, and a lot more scrutiny around headcount and spend.
That usually does not end well.
Because when bad actor resources are growing and fraud departments are shrinking or freezing, the gap starts to widen fast. Teams get more reactive. Investigations get thinner. Prioritization gets harsher. And work that should be strategic starts becoming purely survival-based. That is one of the most important fraud lessons from the year.
This is where things get especially useful for 2023\. If I misread 2022 as just “a hard year,” I miss the structural lesson. The bigger issue is that strong attack environments combined with weak internal resourcing create a very specific kind of operational strain, and a lot of teams are still sitting in it.
- Fraud lessons from 2022 show what happens when external risk rises while internal support falls
- Online fraud trends became harder to manage as teams faced tighter resources
- Fraud prevention challenges often came from the combination of attacker pressure and business pressure
- Fraud operations resilience matters most when the environment gets unstable on both sides
How budgets, layoffs, and market changes reshaped fraud work
Here’s what’s actually happening.
One of the defining fraud prevention industry changes in 2022 was that a lot of tech companies stopped operating like growth would solve everything. The market shifted. Budgets got tighter. Layoffs hit. Teams were asked to justify every tool, every headcount request, and every process that looked less than essential.
And that matters.
Because fraud work does not get easier just because finance gets stricter. If anything, it gets harder. The same team may still be expected to protect revenue, reduce losses, improve approval rates, support customer trust, and react faster to new threats, just with fewer people and less room for error.
That is where fraud budgets and layoffs stop being a business backdrop and become part of the actual fraud story. A lot of the stress fraud teams felt this year was not just because attackers were more capable. It was because internal capacity was often reduced at the exact same time.
- Fraud budgets and layoffs directly changed how fraud teams operated in 2022
- Fraud prevention industry changes forced teams to defend value more explicitly
- Fraud market changes increased pressure on teams already dealing with strong attack environments
- Doing more with less in fraud often meant carrying more risk with less margin for error
Why bad actor resources changed the equation
This is one of the biggest points in the episode, honestly.
A lot of fraud teams spent 2022 feeling like the other side had more room to experiment than they did. More tools. More automation. More access to leaked data. More ways to test and adapt. And when I hear that from enough experienced operators, I pay attention.
Because that is not just frustration talking.
Bad actor resources matter because they change the pace of the fight. A team that is under-resourced and approval-conscious is already trying to balance multiple priorities. An attacker does not have to care about any of that. They can run tests faster, pivot faster, and learn from failure in ways companies often struggle to match.
That is part of why fraud lessons from 2022 should not be reduced to a handful of tactics. The deeper lesson is that asymmetry got worse. Attackers gained flexibility while many defenders lost some of theirs.
- Bad actor resources increased the speed and adaptability of fraud attacks
- Online fraud trends became harder to manage as attackers gained more operational leverage
- Fraud prevention challenges often reflect asymmetry, not just weak controls
- Planning for 2023 fraud requires understanding how attacker capability has changed
What doing more with less in fraud really costs
This might not seem like a big deal. But in fraud prevention, it absolutely is.
“Do more with less” sounds efficient right up until you live inside it for too long. Then it starts looking like skipped analysis, shallow investigations, rising team fatigue, and leaders making harder tradeoffs with less confidence. That is a real cost, even when it does not show up neatly in a budget line.
And honestly, a lot of teams felt that this year.
Fraud team stress is not just a people issue, though it is definitely that too. It is also a performance issue. Tired teams miss things. Overloaded teams default to short-term decisions. Understaffed teams spend more time managing volume and less time improving systems. So when companies talk about doing more with less in fraud, they need to be honest about the actual tradeoffs.
We have seen this playbook before. The work still gets done, until it starts coming due somewhere else.
- Doing more with less in fraud often creates hidden operational and human costs
- Fraud team stress affects decision quality, resilience, and long-term effectiveness
- Fraud operations resilience weakens when teams are overloaded for too long
- Fraud leader insights need to include what under-resourcing is doing to team sustainability
What fraud teams should carry into 2023
This is where the conversation becomes more useful than just a year-end recap.
If the goal is planning for 2023 fraud, then the question is not just what happened. It is what I should do differently because of it. And one of the clearest answers is that teams need to get sharper about prioritization, clearer about business value, and more realistic about what their current structure can actually support.
Right.
That may mean focusing on the highest-leverage controls instead of trying to fix everything at once. It may mean explaining fraud market changes and attacker capability to leadership in language they can act on. It may mean building stronger cross-functional support so fraud is not carrying every issue alone. And it may mean protecting the team itself a little more intentionally.
Because the goal for 2023 is not perfection. It is better positioning. Better clarity. Better resilience.
- Fraud takeaways for 2023 should drive more realistic prioritization and planning
- Anti-fraud industry outlook depends on how well teams adapt to tighter constraints
- Fintech fraud strategy and ecommerce fraud trends both require clearer internal alignment
- Fraud lessons are most useful when they change how teams prepare for the next cycle
Why this conversation matters for fraud leaders right now
One thing I appreciate about this episode is that it is not trying to package a hard year into a neat little lesson and move on. It is more honest than that. Fraud leaders are carrying a lot right now. Their teams are carrying a lot. And pretending otherwise does not help.
That is the part I think matters most.
Fraud leader insights are valuable when they acknowledge both the external risk and the internal strain. Because strong leadership in this environment is not just about seeing the threat clearly. It is also about helping the organization understand what the threat requires, what the team can realistically absorb, and where the business needs to make better choices.
That kind of honesty is useful. Especially now.
- Fraud leader insights matter most when they connect fraud risk to operational reality
- Fraud prevention industry changes require more candid conversations inside companies
- Fraud team stress should be part of strategy discussions, not treated like a side issue
- Planning for 2023 fraud starts with a realistic view of what teams are facing
The big takeaway from this episode is pretty straightforward. The biggest fraud lessons from 2022 are not only about which attacks got worse. They are about what happens when better-resourced bad actors meet under-resourced fraud teams inside companies dealing with layoffs, budget pressure, and changing expectations. Gil and I talk through this because the industry needs more realism, not less. If teams want a stronger 2023, they need better planning, clearer priorities, more honest leadership conversations, and a much better understanding of what doing more with less in fraud is actually costing them.
