Current AI Challenges for Security-Conscious Organizations

The Problem

• Sensitive data sent to external AI providers creates compliance risks
• API costs scale unpredictably with usage, leading to budget uncertainty
• External dependencies create operational vulnerabilities
• Limited control over model selection and configuration

The Impact

• Legal teams block AI adoption due to data sovereignty concerns
• Finance departments limit AI access due to unpredictable costs
• Productivity potential remains largely untapped
• Competitive disadvantages against early AI adopters

This workflow addresses these fundamental challenges by bringing LLM capabilities entirely within your organizational boundaries.