Shivam.Consulting Blog
AI products, enablement & hiring
- AI Strategy (274)
- Generative AI (105)
- IT Leadership (32)
- Leadership (78)
- Product Management (324)
- Product Management Leadership (286)
- Uncategorized (32)
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AI Product Owner in 2026: The High-Impact Role Every Team Needs to Win With AI
The AI Product Owner is the keystone role that converts AI strategy into measurable outcomes. I explain how it differs from traditional Product Management, the core…
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How to Build Marketing Analytics That Measures Revenue
Connect campaigns, product activation, CRM stages, retention, and experiments to revenue decisions without mistaking attribution for causality.
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How to Build a Conversation-Based Customer Experience Score
Learn how to design an explainable conversation score, validate its coverage, route each driver to an owner, and judge when it can replace CSAT.
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How to Design a Product Community of Practice That Works
A practical operating model for turning a product community of practice into sharper critiques, reusable knowledge, and visible decision changes.
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AI-Enabled Customer Support Roles: A Practical Org Design
A practical model for assigning AI quality, knowledge, conversation design, automation, and human escalation without hiring too early.
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Dormant User Win-Back Strategy: A Practical Playbook
A practical framework for segmenting dormant users, rebuilding their path to value, orchestrating outreach, and measuring durable reactivation.
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25 High-Impact Career Paths for Software Engineers Beyond Coding: My Real-World Playbook
This first-person playbook shows how engineers can pivot into high-impact roles that go beyond coding while compounding their core strengths. I explain which skills transfer cleanly…
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Mastering Data Governance in the AI Era: Move Fast, Reduce Risk, and Unlock Trusted Insights
AI is changing the rules of data governance, and the winners will combine speed with trust. In this piece, I share a practical blueprint for building…
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How I Use ChatGPT to Supercharge Product Management: Workflows, Prompts, and PM Playbooks
ChatGPT has become a practical force multiplier in my product workflows, from discovery and strategy to delivery and growth. I use it to synthesize interviews, clarify…
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How We Built an AI Sleep Coach: CBTI, Voice AI, and a Product Playbook for Better Rest
I break down how Rest turned CBTI into a voice-first AI sleep coach that feels personal, safe, and effective. The team discovered a high-intent niche in…
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High-Quality Data, High-Velocity AI: My Product Playbook for Governance, Trust, and Scale
High-quality data is the fastest path to real AI impact. I outline how data contracts, privacy-by-design, and a unified analytics platform create the foundation for trustworthy,…
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How to Scale Enterprise Sales Without Breaking Product Strategy
A practical operating system for diagnosing enterprise readiness, protecting the ICP, building sales capacity, and making growth repeatable.
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UX Product Management Career Playbook: Build Proof, Not Polish
A practical career playbook for connecting customer insight, UX decisions, product strategy, experiments, and measurable outcomes.
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AI-First Customer Support for Sustainable Ecommerce Growth
A practical operating model for choosing AI support workflows, controlling ecommerce actions, measuring real resolution, and scaling without losing trust.
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From KPIs to Comebacks: How I Lead Through Setbacks with Curiosity, Care, and Discovery
Setbacks don’t disqualify high-performing product teams—they define and refine them. In this reflective review of an All Things Product episode with Teresa Torres and Petra Wille,…
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PendomoniumX London: An Operating Model for AI Products
A practical operating model for turning AI pilots into trusted product workflows that customers discover, adopt, repeat, and teams can govern.
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Brand Visibility in AI Answer Engines: A Product Playbook
A practical product-led system for earning accurate brand mentions, grounded citations, and completed actions across AI answer engines.
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How I Use ChatGPT to Supercharge PM: Smart Workflows, Killer Prompts, and Real-World Wins
ChatGPT has become a quiet force multiplier in my product leadership—accelerating discovery, clarifying roadmaps, and sharpening stakeholder communication. I use it to draft PRDs, structure A/B…
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Evidence-Based Product Marketing: From Claims to Behavior
A practical operating system for connecting product marketing claims to measurable customer behavior, from positioning through experiments and decisions.
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Taming 1,000+ Vendor Emails: How Xelix’s AI Helpdesk Delivers Fast, Confident Answers
Vendor communication is noisy, costly, and ripe for AI—if you build it right. I break down how an AI Helpdesk can transform 1,000+ daily vendor emails…
Weekly digest
One email a week on AI products, enablement and hiring. No fluff.
Browse topics
- AI Strategy (274)
- Generative AI (105)
- IT Leadership (32)
- Leadership (78)
- Product Management (324)
- Product Management Leadership (286)
- Uncategorized (32)
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