"Identify competitive and alternative offerings in the market. Assess their strengths and weaknesses. Develop a strategy for winning against the competition."
AI can continuously monitor competitors, scrape pricing pages, track product updates, analyze positioning shifts, and generate competitive battle cards in real time — far faster and more comprehensively than any human analyst.
"Provide content for buyer personas focused on a specific step of the buying process. Curate content aligned with stages of the buying process."
AI can generate buyer-persona-specific content mapped to buying stages at scale. Organizations report 30-50% reduction in content creation time. Human role shifts to editorial curation and brand voice governance.
"Develop a lead nurturing process to turn prospects into satisfied customers and upsell or cross-sell existing customers."
Lead nurture sequences, drip campaigns, personalized follow-ups, and scoring models are increasingly automated end-to-end. AI optimizes timing, messaging, and channel selection dynamically based on behavioral signals.
"Create tools for salespeople focused on a specific step of the selling process."
Battle cards, one-pagers, ROI calculators, objection handlers, and demo scripts can all be generated and personalized by AI for specific deal contexts.
"Measure and tune product efforts to ensure alignment with corporate goals."
Tracking KPIs, attributing pipeline to programs, anomaly detection, and performance reporting are natural AI strengths. AI dashboards surface insights humans would miss.
Cataloging technical assets, patents, skills inventories, and identifying leverage opportunities is a classification and pattern-matching task AI excels at.
Given persona data and market research, AI generates detailed day-in-the-life scenarios, user stories, and problem-context narratives. Synthetic user research supplements real interviews.
This requires organizational navigation, cross-team trust, and translating market intelligence into actionable direction.
Reading political dynamics, building coalitions, knowing what to share with whom — rooted in EQ and influence AI can't replicate.
AI brainstorms and generates ideas. Creative leaps, risk tolerance, and vision to drive innovation are fundamentally human.
Authentic relationship-building, trust, and making customers feel valued. Reference calls are human-to-human exchanges.
Requires deep institutional knowledge and strategic self-awareness. AI can help articulate once identified, but can't discover what makes you unique.
Physical presence, improvisation, reading a room, and authentic connection. The most AI-resistant activity in the entire framework.
Framework definitions from The Pragmatic Framework™ Roles & Responsibilities by Pragmatic Institute. Evidence sourced from Harvard Business Review, Bain & Company, McKinsey, Salesforce, Gartner, eMarketer, Klue, and other cited publications. AI impact scores and tool recommendations are editorial assessments by The Future of PMM. The Pragmatic Framework™ is a trademark of Pragmatic Institute, Inc.