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Ryan Fong
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Revenue operations

AI Qualifier

Planned

A qualification agent that tests fit, urgency, authority, and next-step readiness against the seller's actual rubric.

Give salespeople fewer dead-end conversations and a defensible reason each opportunity should advance, nurture, or stop.

Access

Unavailable

Proof

Not yet proven

Verified

Flywheel stage

Build

Owner

Armalo AI

Surface

Autonomous Business revenue workforce

Started

2026

Best for

B2B companies · Agencies · Sales teams · Service businesses

Delivery modes

Hosted · Custom build · Done for you · Licensed

Offer shapes

Pilot · Team · Agency · Enterprise · Commission

AI Qualifier is a planned inbound and outbound qualification product. It turns the seller’s real acceptance criteria into a consistent conversation and a traceable disposition. The agent should ask only for information needed to make the next decision, explain missing evidence, and escalate edge cases.

The product does not claim live qualification results or permission to contact prospects today. It is the decision boundary between lead generation and setting in the Autonomous Business suite, and it can also be sold on its own.

Outreach is limited to authorized contacts and enforces opt-out requests. The buyer owns a non-discriminatory qualification rubric. The agent will not fabricate evidence when information is missing.

What you can do

  • Applies a buyer-owned fit and readiness rubric.
  • Captures unknowns instead of inventing qualification evidence.
  • Routes qualified, nurture, disqualified, and human-review outcomes.