Shivam.Consulting Blog
AI products, enablement & hiring
- AI Strategy (374)
- Generative AI (108)
- IT Leadership (37)
- Leadership (79)
- Product Management (369)
- Product Management Leadership (341)
- Uncategorized (32)
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Connecting Product Analytics, Attribution, and Growth Decisions
A practical framework for linking journey context, governed product data, AI-assisted analysis, and measurable action without overstating attribution.
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Reliable AI Coding Requires Four Kinds of Control
A practical framework for controlling requirements, context, verification, permissions, and recovery when teams build software with AI agents.
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Behavioral Analytics for AI Agent Activation and Retention
A practical framework for measuring an AI agent’s first useful outcome, repeat value, and behavior-triggered interventions without mistaking activity for trust.
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Designing Awe: Intentional, Sensory-Rich Experiences to Elevate Product Leadership
Unforgettable experiences aren’t accidents—they’re designed with intention, sensory detail, and a clear point of view about who you serve. This episode explores how Petra Wille and…
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Migrate Analytics Platforms Without Chaos: 7 Proven Lessons to Plan, Move, and Land Cleanly
Migrating analytics platforms doesn’t have to derail roadmaps or erode trust. I share seven battle-tested lessons—shaped by work with Human37 and Amplitude—that help teams align on…
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How I Make AI Agents Speak Like Our Team: A Conversation Design Playbook That Lifts CSAT
Your AI Agent will sound like an LLM unless you intentionally design how it communicates. I share a practical conversation design playbook covering tone, response structure,…
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A Systematic Product Launch Strategy Beyond Announcement Day
A practical framework for aligning positioning, launch readiness, partner execution, and product analytics around sustained customer adoption.
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AI Inference Economics: Optimize for Value, Not Cost
A practical framework for balancing AI inference cost, latency, and quality against conversion, retention, support demand, and revenue.
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How I Use Novus, the First Product Agent, to Turn Rapid Releases into Measurable Wins
Rapid releases don’t have to blur what’s working. I use Novus to connect code velocity to customer outcomes with eval-driven development, observability, and continuous discovery—without drowning…
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Stop Forcing Organizational Change: How I Create Impactful Product Habits Without Burnout
Organizational change is exhausting—so stop trying to force it. I focus on conditions that make change inevitable: leadership-level pain, real urgency, and awareness of credible alternatives.…
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Why Product Engineers Are Transforming Software Delivery: Ownership, Speed, and Real Impact
Product engineers blend coding with customer insight, owning problems end to end and eliminating costly handoffs. By pairing continuous discovery with CI/CD, they shorten feedback loops…
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Salesforce to Acquire Fin for ~$3.6B: Powerful AI Synergy, Product Strategy Takeaways
Salesforce will acquire Fin for ~$3.6B, with the deal expected to close in the fourth quarter of Salesforce’s fiscal year 2027. The announcement caps a bold…
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Claude Code for Product Managers: Accelerate Prototypes, Validate Faster, Ship with Confidence
Claude Code helps me turn ambiguous product ideas into testable prototypes, grounded analyses, and instrumented experiments in a fraction of the time. By pairing it with…
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Beyond Black‑Box Scores: Custom AI That Elevates Trust & Safety Without Burnout
Off-the-shelf moderation scores miss nuance and force teams into painful manual review. In this episode, I explore how Musubi blends traditional ML with LLMs, policy optimizers,…
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A Practical Model for Amplitude Behavioral Web Intelligence
A decision model for combining Amplitude analytics, zoning, heatmaps, replay, performance signals, and experiments without overstating the evidence.
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Secure System Access for AI Agents: A Phased Control Model
A practical framework for giving AI agents narrowly scoped system access through phased permissions, independent controls, and measurable safeguards.
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How Agentic Analytics Reshapes Product Development Roadmaps
A practical synthesis of how product agents connect behavioral analytics, controlled experiments, roadmap decisions, and accountable automation.
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A Layered Playbook for Package Supply Chain Security
A practical framework for reducing package risk through delayed adoption, script controls, provenance checks, dependency pinning, and AI guardrails.
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AI Agent Product Development: From Workflow to Autonomy
A practical framework for developing AI agents through focused workflows, bounded capabilities, measurable outcomes, and evidence-based autonomy.
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Why We Made Fin the Most Open Agent: Instant HubSpot & Freshdesk Support With 76% Resolutions
Fin now runs as a Service Agent on top of HubSpot and Freshworks, so you can deploy world-class automation without leaving your helpdesk. Setup takes less…
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Browse topics
- AI Strategy (374)
- Generative AI (108)
- IT Leadership (37)
- Leadership (79)
- Product Management (369)
- Product Management Leadership (341)
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