System Architecture
The Human-AI
Hybrid Control Layer
One unified system governing every customer interaction — from autonomous AI resolution to human judgment, and continuously back. Not AI alongside your team. AI and your team operating as a single, self-improving system.
Live Operations
247
Resolved autonomously
31
Escalated with context
12
Edge cases learned
Show me:
Inbound
Return Request
Delivery Dispute
Refund Query
Live
01
AI Orchestration Layer
Processes every inbound interaction. Applies codified decision rules. Resolves what it's authorised to — autonomously, at volume, without agent involvement.
Governed Authority Boundaries
Standard refunds: execute automatically
Policy exceptions: flag for human review
Complex disputes: escalate with full context
Decision
Gate
Gate
02
Reach — Oversight Interface
Agents receive escalations with full conversation history and AI reasoning attached. Override, annotate, decide. Every action feeds the learning loop.
Human-in-the-Loop
Full conversation history attached
AI reasoning visible to supervisor
Override decisions logged + auditable
Every decision becomes a training signal
Autonomous
Resolution
247 today
Context Packet
Full conv. history
AI reasoning trace
Query classification
Priority score
Path Key
Main processing flow
Autonomous resolution
Escalation with context
Learning signal (feedback loop)