AI Data Security
Blocking Sensitive Customer Data From Reaching OpenAI and Third-Party LLM APIs
A gateway layer redacts sensitive data before it reaches LLM providers.
Søren Achebe10 min read
Gateway & Ground — Page 2
AI Data Security
RBAC for LLM Access Control in Enterprise AI Systems
Centralized access control stops sensitive data from leaking to external AI providers.
Marcus Delgado-Wirth
· 11 min read
Changelog
AI Spend Management
Why Invoice Reconciliation Fails Multi-Team LLM Cost Attribution
Attribution must be captured at request time, not recovered from invoices afterward.
Søren Achebe10 min read
AI Data Security
Zero Data Retention Policies With LLM Providers and What They Actually Cover
Most zero-data retention promises exclude the data regulators ask for first.
Tatiana Osei-Mensah10 min read
AI Data Security
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 Venkatasubramanian11 min read
AI Spend Management
LLM Token Cost Benchmarking Across Major Providers
Advertised per-token prices hide the real costs that determine your LLM bill.
Marcus Delgado-Wirth9 min read
AI Spend Management
Finance Stakeholder Visibility Into AI Usage and Spend
Finance teams can now track AI costs by workflow instead of waiting for monthly invoices to arrive.
Tatiana Osei-Mensah10 min read
AI Spend Management
AI Cost Forecasting and Budgeting for Growing Engineering Teams
Token-based AI billing breaks traditional forecasting—measure cost per task, not per token.
Priya Venkatasubramanian11 min read
AI Spend Management
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 Venkatasubramanian9 min read
AI Spend Management
Attributing AI Infrastructure Costs to Business Units and Products
Most AI spending goes untracked because invoices don't match organizational structure.
Tatiana Osei-Mensah13 min read
AI Spend Management
Setting and Enforcing LLM Spend Limits Across Engineering Teams
A gateway layer lets you measure and cap LLM spending before the bill arrives.
Søren Achebe10 min read
AI Spend Management
Real-Time LLM Cost Tracking by Team, Project, and Model
Finance teams can now see exactly where their AI budgets go, by team and project in real time.
Tatiana Osei-Mensah10 min read
