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- The Most Dangerous Cyber Threats Usually Look Normal
The Most Dangerous Cyber Threats Usually Look Normal
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How AI-Era Pricing Is Reshaping Finance Operations
Usage-based and hybrid pricing models are changing how B2B companies generate revenue — and creating new headaches for the finance teams behind them.
Tabs co-founder Rebecca Schwartz and PwC Partner Amit Dhir sat down to unpack exactly what that means in practice: how pricing model decisions ripple into revenue recognition, forecasting, and financial ops — and what it takes to scale without piling on manual work.
Watch the on-demand recording to get practical frameworks, real-world examples, and a clear path to operationalizing usage-based revenue — including a forward-looking take on how AI will reshape financial workflows. If your team is navigating pricing complexity heading into the back half of the year, this is worth an hour.
Modern Attacks Blend Into Daily Operations
Attackers increasingly avoid noisy malware and obvious exploits. Instead, they rely on valid credentials, approved applications, and trusted workflows to stay unnoticed.
Legitimate Tools Can Be Used Maliciously
PowerShell, remote management software, cloud admin consoles, and collaboration platforms are often abused because they already exist inside the environment.
Stolen Sessions Reduce Suspicion
When attackers hijack active sessions or OAuth tokens, security systems frequently see ordinary user behavior rather than unauthorized access.
Tax Prep with Confidence
Tax season doesn't have to mean wondering if you have the right forms, second-guessing your deductions, or scrambling to pull everything together before the deadline.
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Behavioral Anomalies Matter More Than Signatures
Traditional detection methods focus on known malicious files. Modern threats require identifying unusual timing, privilege usage, or operational patterns instead.
Alert Fatigue Helps Threat Actors Hide
Security teams overwhelmed by noise may overlook subtle indicators that appear harmless in isolation but dangerous when connected together.
Cybersecurity Depends on Contextual Detection
Monitor user behavior dynamically, correlate events across systems, and investigate subtle anomalies quickly. In modern cybersecurity, the greatest threats often appear completely legitimate.
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