From Disjointed Tools to an Integrated Teammate
Triggers
Zapier
LLM
OpenAI API
Storage
CRM Silo
Data
Sheets
Bottleneck
Manual Review
Avg Cycle Time
48 Hours
Ambli Core
Orchestrator
Input
Universal API
Logic
Context LLM
Output
Action Exec
Memory
Vector DB
Efficiency
0%
Gain
Handoffs
10x
Reduction
Resolution
0%
First Pass
AMBLI.AI // INTEGRATION ARCHITECTURE