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Real-Time Analytics for Financial-Services Contact Centers
A practical operating model for turning live contact-center signals into routing, agent guidance, experiments, and compliant decisions.
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Why Codeless Product Analytics Wins: Faster Insights, Fewer Bottlenecks, Bigger PLG Results
Codeless analytics removes instrumentation bottlenecks, so product teams answer questions in hours—not weeks. I explain what codeless analytics is, why (and how) Pendo supports it, and…
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The Modern Playbook for AI Agents: Build One‑Person Departments and Scale with Amplitude
AI agents deliver outsized value when they’re treated as productized workflows tied to clear outcomes. In this guide, I share how to consolidate processes, create “one-person…
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PMs and Developers Need Different AI Metrics—Here’s How That Builds Faster, Better Products
PMs and developers measure different layers of AI systems—and that’s a feature, not a bug. Developers focus on eval-driven development, latency, and reliability, while PMs focus…
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Game-Changing Product Benchmarks Every Media & Entertainment Leader Must Know
Benchmarks give product teams in media and entertainment an objective way to align strategy, prioritize roadmaps, and accelerate outcomes. This guide highlights the product metrics I…
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Enterprise Go-To-Market That Wins: How Product Marketing Supercharges Analytics Adoption
Enterprise go-to-market succeeds when product marketing and product operate as one. I rely on Amplitude analytics, A/B testing with clear MDE, and continuous discovery to translate…
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Retail and Ecommerce Product Benchmarks That Drive Growth
A practical framework for turning retail and ecommerce benchmarks into cleaner funnels, sharper experiments, and growth decisions you can defend.
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Inside the Engine Room: How I Drive Scalable Analytics APIs, Reliability, and Performance
I share how I focus on the middleware and compute systems that power analytics at scale so teams can trust their data. I detail how overseeing…
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Automated Insights for Product Teams: Uncover Causal ‘Aha’ Moments in Minutes, Not Weeks
Automated insights change the analytics game by surfacing causal patterns and “aha” moments in minutes, not weeks. Instead of manual, exhaustive searches, I get ranked hypotheses…
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Unlock Real-Time Product Insights: Amplitude + OpenAI MCP in ChatGPT, Without BI Bottlenecks
Connecting Amplitude analytics to ChatGPT via OpenAI’s MCP brings product insights directly into the flow of work. I can ask natural-language questions about activation, retention, and…
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Product Analytics for Everyone: Master Funnels, Retention, and Conversion to Drive Growth
Product analytics becomes a superpower when it’s owned by the whole team, not just analysts. In this piece, I break down how funnels, retention, and conversion…
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How to Turn Unified Product Analytics Into a Growth System
Build a trusted path from product behavior to business outcomes, then use shared metrics, experiments, and governance to make better growth decisions.
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How Amplitude AI Feedback Turns Noise into Product Signal You Can Ship With Confidence
Customer feedback is abundant, but reliable product signal is rare. With Amplitude AI Feedback, I turn fragmented qualitative input into evidence-backed insights tied to real user…
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How to Build Self-Service Analytics Teams Actually Trust
A practical operating model for giving product teams faster answers without sacrificing metric consistency, data quality, privacy, or analyst leverage.
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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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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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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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The Product Playbook: Measuring Agent Performance with Pendo and Agent Analytics to Drive ROI
Measuring agent performance isn’t just about faster responses—it’s about creating a continuous feedback loop between product and support. By pairing Pendo’s product analytics with Agent Analytics,…
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Turn Customer Insight Into Messaging That Improves Retention
Build a practical loop connecting customer language and product behavior to clearer messaging, faster value, and stronger retention decisions.
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How Product Leaders Break Silos Without More Meetings
A practical operating model for giving product trios shared outcomes, clear decision rights, one evidence base, and a cadence that exposes busywork.
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