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)
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Inside My Product Marketing Playbook: Amplitude Analytics Tactics That Drive PLG Wins
This collection distills my most practical product marketing lessons into actionable steps you can apply right away. I show how to use Amplitude Analytics and behavioral…
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How to Scale AI Customer Experience Without Losing Quality
Build an AI CX quality system that combines risk-based monitoring, explicit scorecards, human review, and a closed product improvement loop.
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How to Ship Responsible AI Products in Regulated Healthcare
A practical delivery model that turns healthcare AI data boundaries, evaluation, staged rollout, and production monitoring into release decisions.
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Stop Flying Blind with AI Agents: Put Users at the Center with Pendo Agent Analytics
AI agents often launch fast but learn slowly because teams track deployments instead of outcomes. Enterprises are spending 93% of their AI budget building agents and…
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Bad Advice from Your AI Clone? Ethics, IP, and How Product Leaders Protect Quality
AI “clones” can sound like you while giving advice you’d never give. In this analysis, I unpack the ethics, IP risks, and product-quality pitfalls of building…
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Meet Amplitude’s Always‑On AI Analysts: Instant Answers Without Dashboards or Reports
Manual dashboards, ad hoc reports, and replay review have long slowed decision-making for product, growth, and data teams. Always-on analysis changes that dynamic by turning questions…
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How to Build Scalable, AI-Ready Product Documentation
A practical operating model for creating reliable, versioned product knowledge that serves customers, support teams, and AI assistants.
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How to Build a Continuous Improvement Loop for AI Support
A practical operating model for measuring AI support outcomes, learning from failures, testing fixes, and shipping improvements without regressions.
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A Practical Strategy for Foundational AI Platforms and Analytics
A practical framework for choosing platform capabilities, closing governance gaps, linking AI evaluation to analytics, and scaling adoption.
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Agentic AI for Clinical Trial Operations: A Practical Playbook
A practical framework for choosing, designing, validating, and governing clinical trial agents while keeping accountability and audit evidence intact.
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A Product Leadership System for Faster, Clearer Execution
A practical operating system for clearer ownership, smaller batches, faster decisions, stronger quality, and outcome-focused product teams.
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Outcomes vs Outputs: How I Stopped the Feature Factory and Drove Real Product Impact
Most teams say they value outcomes over outputs, yet daily habits still reward shipping. In this article, I share clear definitions, hard-won examples, and diagnostic tests…
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Staying Sane as a Product Leader: Practical Strategies I’m Using from Teresa Torres & Petra Wille
Feeling overwhelmed is rational in a world of infinite inputs and finite attention. I’m applying small, values-driven actions—guided by “Something is better than nothing”—to stay grounded…
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Agentic Architecture Demystified: How Modern AI Systems Plan, Learn, and Execute at Scale
Modern AI isn’t just a model; it’s an agentic system that plans, retrieves, acts, and evaluates in a tight loop. In this piece, I break down…
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How We Automated 81% of Customer Support with AI—While Uplifting CX, Speed, and ROI
Automating 81% of support with AI didn’t happen by accident—it required an AI-first strategy, tight knowledge management, and rigorous conversation design. By deploying Fin across our…
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From Resolutions to Outcomes: How We Price AI Agents Fairly and Amplify Customer Value
AI pricing should align with real, measurable value. Resolutions were a great starting point, but as Fin now handles complex, multi-step, and human-in-the-loop workflows, success is…
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Inside Zipline’s Wild Pivot: My Take on Hiring Heat-Seekers and Scaling to 5,000 Hospitals
Zipline’s arc—from near-dead robotics to drone blood delivery in Rwanda—offers a standout playbook for product leaders. I break down why hiring “heat-seeking missiles for pain” beats…
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Ship Smarter with Amplitude + Lovable: See Behavior, Fix Friction, Iterate Faster
Shipping fast only works when you can learn just as quickly. By connecting Amplitude MCP to Lovable, I analyze user behavior inside the builder, spot friction…
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Inside Amplitude’s AI Acquisition: Career Lessons Product Managers Can Use to 10x Impact
Early-stage builder experience scales when paired with clear product strategy, disciplined discovery, and relentless outcome focus. In the wake of an AI acquisition, the strongest PMs…
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Unlock High-Impact Mobile Engagement: Amplitude Guides & Surveys for iOS, Android, React Native
Mobile engagement works best when it’s timely, contextual, and grounded in behavior. With Amplitude Guides and Surveys across iOS, Android, and React Native, I can deliver…
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Browse topics
- AI Strategy (274)
- Generative AI (105)
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- Leadership (78)
- Product Management (324)
- Product Management Leadership (286)
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