We build AI agents for lead qualification - with humans in control
ezenciel focuses on one bottleneck: qualifying high-friction inbound where criteria are strict and humans waste time verifying basics.
What we build
Most teams don't need more automation tools - they need a qualification system that enforces criteria and keeps humans in control.
We ship agent workflows that plug into your existing stack and reduce time spent on low-quality inbound.
Qualification systems
Turn your criteria into enforceable gates across channels.
Agent + human collaboration
Agents do the first pass; humans handle edge cases and closing.
CRM-first execution
Every outcome is written back with clear reason codes and context.
Principles
Designed to be effective without being reckless.
Evidence over guesses
If the agent doesn't know, it asks or escalates.
Human-in-the-loop by default
Approvals for risky claims, outbound, and edge cases.
Narrow, high-impact focus
We start with lead qualification because that's where wasted time compounds.
Send us your lead qualification gates
Copy/paste your disqualifiers, required fields, and escalation rules. We'll reply with clear next steps and a proposed qualification workflow.