Cost and Deployment
Data Residency and AI Inference Architecture in Insider Risk Platforms
Where AI inference runs decides whether your platform can correlate cross-border risk signals.
Priya Venkataraman
· 11 min read
The Control Ledger — Page 4
Cost and Deployment
Professional Services Dependency in Legacy DLP Implementations
Legacy DLP's static rules demand permanent expert tuning.
Darnell Okafor11 min read
Cost and Deployment
On-Premise vs Cloud-Hosted Insider Threat Platform Deployment Tradeoffs
Architecture determines detection capability more than infrastructure choice alone.
Renata Szymańska9 min read
Cost and Deployment
Integration Complexity When Connecting Insider Risk Platforms to Enterprise Identity Stacks
Identity data fragmentation and latency make insider risk scoring unreliable.
Darnell Okafor12 min read
Cost and Deployment
Staffing Requirements for Running a Behavioral Insider Risk Program
Behavioral programs need cross-functional teams, not alert-processing analysts.
Priya Venkataraman8 min read
Cost and Deployment
Realistic DLP Deployment Timelines at Fortune 500 Scale
Realistic timelines demand 18-24 months, not the three-to-six-month fantasy vendors pitch.
Darnell Okafor10 min read
Vendor Evaluation
Reference Customer Interview Framework for Insider Risk Platform Buyers
Ask operators, not vendors, what detection actually looks like under real workload pressure.
Priya Venkataraman11 min read
Vendor Evaluation
Evaluating Insider Threat Platforms for Malicious vs Negligent Insider Distinction
The best insider threat platforms distinguish careless employees from deliberate attackers.
Marcus Trelawney10 min read
Vendor Evaluation
CrowdStrike Integration as an Insider Threat Platform Evaluation Criterion
Effective insider threat detection now requires CrowdStrike integration quality.
Priya Venkataraman9 min read
Vendor Evaluation
RFP Question Sets for Behavioral DLP Platform Selection
Use these RFP questions to separate real behavioral analysis from AI-washed legacy tools.
Priya Venkataraman11 min read
Vendor Evaluation
UEBA Platform Selection Criteria for Semiconductor and IP-Intensive Firms
Semiconductor firms need UEBA built to catch IP theft, not just compliance violations.
Renata Szymańska12 min read
Vendor Evaluation
Proof of Concept Design for Insider Threat Platform Evaluations
Testing with realistic threat scenarios reveals what vendor demos cannot hide.
Marcus Trelawney10 min read
