Her Impact AI Framework
The Impact Architecture
AI is one of the few fields where the rules about who gets recognized as an expert are still being written. That should be an advantage. For too many women working in AI, it isn’t.
Not because the expertise isn’t there. Because something in the environment isn’t registering it.
The Impact Architecture maps the four dimensions that determine whether your technical fluency converts to influence, opportunity, and credibility at the level your work deserves. They don’t operate in sequence. They operate as a system. And at any point in time, one of them is your primary constraint.
The four dimensions
Which one sounds familiar?
Access
Access Gap
Without it
You are technically strong but not being pulled into the rooms where AI strategy gets shaped, where model decisions get made, where budget gets allocated. The invitation isn’t coming — and it isn’t about your qualifications.
With it
You are consistently included in conversations before decisions are finalized. You are sought out, not just consulted after the fact.
Authority
Authority Gap
Without it
You are in the rooms but your contributions are being minimized, questioned, or credited elsewhere. In a field where everyone has an opinion about AI, your actual expertise isn’t landing the way it should.
With it
Your read shapes the conversation. People defer to your judgment. You are the person others reference in the rooms you are not in.
Reputation
Reputation Lag
Without it
You have grown — significantly — but you are still being treated as an earlier version of yourself. In a field that moves as fast as AI, your positioning hasn’t kept pace with your actual expertise.
With it
How you are known matches who you actually are. Opportunities arrive at the right level. You are not constantly re-proving yourself to rooms that should already know.
Reach
Reach Gap
Without it
Your work is excellent but it isn’t traveling. You are well-regarded immediately around you and invisible beyond your lane — in a field where visibility increasingly determines who gets to do the most important work.
With it
The right people know the right things about your work. Your influence compounds beyond your immediate circle without constant self-promotion.
The center
Full Impact
When all four dimensions are working, something shifts. Your technical fluency stops being something you have to prove and starts being something the environment assumes. In AI — where credibility is still being assigned, where the field is still deciding who the experts are — that is not a small thing. That is the position this framework is designed to build.
Find your primary constraint
The diagnostic identifies which dimension is your active constraint right now — and what to do about it. Everything on Her Impact AI is built around the four dimensions: the blog, the analysis, the frameworks. Start here.