PII Redaction at the LLM Gateway Layer Before Provider Transmission
Redacting sensitive data at the gateway prevents it from ever reaching external model providers.
Priya Venkatasubramanian
Senior Editor, Infrastructure & Security
Priya Venkatasubramanian
Priya spent eight years as a platform security engineer at enterprise SaaS companies before moving into technical journalism, where she covers the intersection of data governance and AI deployment at scale. Her writing draws on hands-on experience designing zero-trust architectures for regulated industries.
4 stories
AI Cost Forecasting and Budgeting for Growing Engineering Teams
Token-based AI billing breaks traditional forecasting—measure cost per task, not per token.
Priya Venkatasubramanian
Hidden Platform Fees in LLM Gateway Pricing Models
Gateway pricing hides costs across multiple layers that don't all appear on the bill upfront.
Priya Venkatasubramanian
Automatic LLM Fallback Routing When a Primary Provider Goes Down
Automatic fallback routing keeps applications running when providers fail.
Priya Venkatasubramanian