Grounded coaching, cited at every turn.

Earned authority through product thinking. Used to distinguish whether a speaker is showing up as someone accountable for outcomes or coordinating tasks.

The LNO framework (Leverage, Neutral, Overhead). Used to assess whether a speaker's contributions in a meeting create disproportionate value or overhead.

Opportunity framing and assumption-first communication. Used to assess how well a speaker structures their product thinking in the room.

The product leader versus senior PM distinction. Used to assess whether a speaker shows up with strategic direction or operational detail.

Trust through communication consistency. Used to assess whether a speaker builds authority with people who don't know their work deeply.

Courageous communication. Used to coach holding a position clearly without aggression or defensive retreat.

Psychological safety as a two-way read. Used to assess whether the room is safe enough for the speaker to contribute fully, and whether self-censoring is rational rather than a confidence problem.

The EP formula: 67% gravitas, 28% communication. Used to coach specifically on the gap between demonstrated competence and projected authority.

Impact Players speak at the right moment and finish their point. Used to coach timing, completion, and room amplification.

Effectiveness through contribution, not activity. Used to assess whether the speaker moves the meeting toward a decision.

Navigating difficult interpersonal dynamics. Used to coach on managing pace-setting chairs and other friction patterns without becoming adversarial.

Principled negotiation. Applied when a transcript shows competing priorities or resource conflict.

Applied to meeting preparation — treating the other participants as users before walking in.

Research showing that while power increases talking time for men, no such effect exists for women. Women who hold power and talk more than their male counterparts receive backlash — rated as less competent, less hireable. Used to distinguish between a confidence problem and a structural bias problem.

Research establishing that fear of interpersonal risk drives self-censoring. Used to assess whether a speaker's silence in a meeting is strategic, self-protective, or a product of an unsafe room.

Research finding that women in professional meetings are already effective communicators — the barrier is biased evaluation of their contributions, not the quality of those contributions. Candor is built on this premise: the problem is not the speaker, it is the room dynamics.

The largest study of women in corporate America. Provides the organisational data on attribution, sponsorship gaps, and the broken rung. Used as the evidence base for why visibility and attribution matter at every level of seniority.

Documents the specific patterns of being talked over, ignored, and having contributions absorbed without attribution in digital meeting environments.

Research documenting how second-language speakers face communication barriers that are often invisible to both parties. Used to distinguish between a language processing challenge and a leadership challenge — two different problems that look similar and require different coaching.

Institutional research on how implicit bias in performance evaluation and meeting dynamics holds women back regardless of seniority level.