Technical Approach

How we build: the AI Harness Layer, security, and technology that power every solution.

The AI Harness Layer

Our agents aren’t just chat interfaces. They use memory, planning, collaboration, and self-improvement to handle complex, multi-step work—not single-turn Q&A.

Core Capabilities

  • Long-Term & Short-Term Memory
  • Brainstorming & Planning Workflows
  • Sub-Agent Execution & Delegation
  • Self-Correction When Errors Occur
  • Self-Learning & Reflection
  • Character, Personality & Role Definition
  • Department Structure & Hierarchy
  • Agent Collaboration & Handoffs

Security: 3-Layer Protection

Layer 1: Training Usage Protection (Always Active)

Your data is never used to train AI models. Anthropic API guarantee.

Layer 2: Standard API Retention (~30 Days)

Temporary storage for operations. Context caching for 50–90% cost reduction. Auto-deleted after 30 days.

Layer 3: Zero Data Retention (ZDR)

Maximum security—zero retention after processing. Best for HIPAA, financial, and regulated use. Trade-off: 2–10x higher cost.

Model Selection

Claude Opus

Complex analysis, strategic decisions (highest intelligence)

Claude Sonnet

General-purpose workflows (balanced)

Claude Haiku

High-volume, simple tasks (fast, cost-efficient)