I'm Manvendra Kumar, a Product Manager focused on AI + operations platforms. I work end-to-end — discovery, product strategy, PRDs, architecture tradeoffs, delivery, experimentation, and operating metrics — and I stay close enough to the implementation to understand what the system can actually do.
- Product: 0→1 platforms, roadmap ownership, discovery, JTBD, RICE, PR/FAQ, OKRs, experimentation
- Applied AI: LLM workflows, agentic systems, RAG, prompt/eval loops, human-in-the-loop design
- Delivery: APIs, SQL, TypeScript/React, Python, Supabase, n8n, GitHub, Jira/Linear
| Focus | What I'm building / leading | |
|---|---|---|
| Product | Product Manager — Discovery Analytics | AI-enabled product and operations platforms from discovery through delivery |
| Healthcare AI | Founder — CareBow | Family healthcare companion combining care services, safety workflows, and AI health guidance |
| Product OS | ProductJarvis | AI product operating system for PRDs, ticket generation, decision memory, digests, and intent routing |
| Agentic Growth | Mopshy GrowthOS | Multi-agent growth system with shared memory, measurable runs, and explicit human approval gates |
AI Product Operating System Natural-language command routing, structured PRD generation, Jira/Linear ticket previews, decision memory with citations, daily digests, and product-health workflows.
| AI-Powered Family Healthcare Companion React Native healthcare app connecting families with caregivers and medical services, plus AI symptom guidance, family health profiles, SOS workflows, and service booking.
|
Agentic Growth Operating System A coordinated network of specialized AI agents for SEO, content, reputation, CRO, lead intent, and growth direction — with shared memory, evidence-first execution, and approval gates.
| AI Education Platform Product and web platform supporting OnliGrow's mission to bring AI education to schools in India, with analytics, lead capture, validation, and conversion-focused product flows.
|
| 500+ | 40% | 30% | 20+ | 10K+ |
|---|---|---|---|---|
| Daily claims supported | Ops reduction | First-touch resolution lift | SMB clients | Monthly AI interactions |
Product systems: Discovery · PRDs · Roadmaps · RICE · JTBD · PR/FAQ · OKRs · A/B testing · Product analytics · Agile/Scrum
AI systems: Agentic workflows · RAG · Prompt engineering · Evals · Structured outputs · Tool use · HITL · LLM observability
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I write about agentic AI, human-in-the-loop architecture, product discovery, product operations, and building AI-native platforms.
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