The AIRE Nine™
Every participant maps to one of nine durable ways of working with AI. Industry lenses personalize the vocabulary, examples and risks without changing the underlying type.
AIRE Pilot™
PIL · Initiative/Execution
“Show me what it does on this job right now.”
You are the person who sees a new tool, opens it on the spot, and runs a real task before anyone else has finished reading the welcome email. You do not theorize about possibilities; you test outcomes.
AIRE Architect™
ARC · Execution/Awareness
“You don’t work faster—you make the work itself shorter by changing the order in which it happens.”
You are the person who sees time as a network of dependencies rather than a straight line. While others focus on tasks, you instinctively map how one decision ripples through dozens of others.
AIRE Analyst™
ANA · Rigor/Execution
“Show me the distribution and I’ll tell you whether we have a decision yet.”
You treat every decision as a probability problem that can be solved with better inputs. Ambiguity is not a signal to go with your gut; it is a prompt to gather variables, weight them, and produce a forecast with explicit confidence intervals.
AIRE Operator™
OPR · Execution/Initiative
“Punch list. Three items. We ship Friday.”
You are the person who ends meetings with a three-item list and a Friday ship date. While others debate possibilities, you translate intent into sequenced actions that produce measurable output by a fixed time.
AIRE Steward™
STW · Rigor/Awareness
“You make sure the work that ships is the work that should have shipped.”
You are the person who notices the clause everyone else skimmed. Your core operating principle is simple: quality is non-negotiable, and risk hides in the details others treat as background noise.
AIRE Translator™
TRN · Awareness/Initiative
“You don’t sell the technology—you make every audience feel the technology was already written for them.”
You move fluidly between technical depth and human meaning, turning complex systems into narratives that feel native to every audience. Your core operating principle is simple: technology succeeds only when it feels like an extension of someone’s existing identity and goals.
AIRE Builder™
BLD · Execution/Rigor
“We’re doing this manually? Give me 30 minutes.”
You are the person who cannot walk past a repeated manual step without feeling physical discomfort. Where others see “how we’ve always done it,” you see friction, duplication, and lost hours.
AIRE Verifier™
VFR · Rigor/Initiative
“Everyone loves this idea. That’s exactly why I’m nervous. Show me the proof.”
You are the team’s resident BS detector. While others chase momentum and consensus, you instinctively slow the room down to examine the unexamined.
AIRE Pragmatist™
PRG · Awareness/Rigor
“Have you tried that on a real workday, with the tools people actually have?”
You are the person who keeps every conversation anchored in what actually works when conditions are imperfect, resources are limited, and time is short. Your core operating principle is simple: an idea, tool, or process earns its place only after it survives contact with real constraints.