---
title: "Prachi D Joshi - AI Product Manager in Bengaluru | Tal"
description: "Meet Prachi D Joshi, AI Product Manager | 0-to-1 GenAI Platforms · LLM · RAG · Agentic Workflows | Enterprise SaaS | Insurance & Healthcare based in Bengaluru. AI stack includes claude, ChatGPT, and Figma Make."
image: "https://tal.club/meet/prachi-joshi/share-image"
---

# Prachi D Joshi on Tal

## Headline

AI Product Manager \| 0\-to\-1 GenAI Platforms · LLM · RAG · Agentic Workflows \| Enterprise SaaS \| Insurance & Healthcare

## About

I build AI products that make enterprise teams measurably faster \- not just incrementally, but by orders of magnitude\. Over the last 5 years, I've taken GenAI platforms from blank\-slate discovery to global rollout \- across insurance and healthcare markets in the US, UK, and Ireland\. The kind of work where the benchmark isn't a feature shipped, but a workflow that used to take weeks now taking under an hour\. What that's looked like in practice: \- Running 70\+ discovery interviews to get from ambiguous business problem to shippable MVP \- Defining LLM evaluation frameworks \- accuracy thresholds, hallucination guardrails, extraction quality rubrics \- that data science teams adopted beyond the original product \- Driving a build\-vs\-buy infrastructure decision that cut unit AI processing costs by over 80% \- Scaling adoption from zero to thousands of active users across multiple geographies in under 6 months I'm equally fluent in the product fundamentals \(roadmap, OKRs, prioritisation, PRDs\) and the AI\-specific layer \(RAG pipelines, agentic workflows, prompt engineering, eval design\) — which means I can work credibly with engineers and data scientists, not just alongside them\. Domain depth: Enterprise insurance · US healthcare Tech fluency: LLMs · RAG · Agentic Workflows · Vector DBs · Prompt Engineering MBA, Business Analytics — BITS Pilani\. Based in Bengaluru, open to global and remote AI product roles\.

## Location

Bengaluru

## AI stack

claude

ChatGPT

Figma Make

## Work experience

AI Product Manager at Fractal, Nov 2024 \- Present · 1 y 10 mo, Bengaluru, • Led 0→1 delivery of an enterprise GenAI SaaS platform — owning product vision, multi\-quarter roadmap, and OKRs from inception through global rollout across multiple business lines\. Ran 70\+ discovery interviews with end users and operations teams; built Figma prototypes across 4–6 core user flows to align scope before engineering investment\. • Championed build\-vs\-buy re\-architecture of the LLM pipeline from third\-party to in\-house infrastructure — cutting unit processing cost 83% \($12 → $2\) and unlocking enterprise\-scale deployment across 4 countries\. • Compressed document\-heavy workflows from weeks of manual effort to under an hour using AI\-driven analysis \- delivering measurable operational ROI\. • Made strategic roadmap trade\-offs — prioritising high\-impact UX improvements over backend complexity to reduce onboarding friction and accelerate early adoption during launch phase\. • Ran a structured phased pilot across select enterprise groups — used answer accuracy, hallucination rate, and user feedback as go/no\-go signals to validate and refine feature scope before scaling to full deployment\. • Led a cross\-functional squad across engineering, data science, design, QA, and SMEs — managed multiple sprint cycles across a 9\-month delivery arc, shipping 4 major releases from MVP through full platform launch on schedule\.

Product Owner at CitiusTech, Jul 2021 \- Oct 2024 · 3 yrs 4 mos, India, • Owned vision, roadmap, and success metrics for an LLM\-powered internal knowledge assistant on RAG architecture \- reducing manual query handling by 60% across operations teams\. • Built a real\-time claims performance dashboard \(Power BI\) adopted by US payer stakeholders — eliminating 8 hours of weekly manual reporting and reducing SLA breach response time by approximately 2 days\. • Automated high\-volume insurance and healthcare workflows \- reducing recurring manual effort and freeing operations teams for higher\-value work\. • Established KPI frameworks and adoption dashboards across 3 AI and analytics products — tracked North Star metrics and leading indicators to drive iterative improvement across each release cycle\. • Presented data\-driven roadmap recommendations to C\-suite and VP stakeholders across quarterly planning cycles \- aligning product outcomes to business goals and influencing investment decisions for enterprise AI initiatives\.

Product Operations Intern at Tata Consultancy Services, Jan 2021 \- Jun 2021 · 6 mos, Mumbai, • Supported content and research workflows across publication projects \- conducting analysis, reviewing documentation, and identifying process improvement opportunities\. • Collaborated with cross\-functional teams to track requirements, timelines, and deliverables across multiple concurrent projects\. • Assisted in research and data analysis to ensure accuracy, quality, and compliance with industry standards\. • Contributed to streamlining internal coordination processes \- improving efficiency and supporting timely project delivery across teams\.

Data Analyst Intern at ViridisChem, Inc\., Feb 2020 \- Jul 2020 · 6 mos, San Jose, CA, • Conducted comparative analyses and extracted toxicity endpoints from the EPA database to support predictive modelling workflows\. • Collaborated with the development team to ensure timely project delivery and effective workstream management\. • Provided technical support to team members \- resolving queries and unblocking challenges during the project lifecycle\.

## Education

Master of Business Administration \- MBA, Buisness Analytics, Birla Institute of Technology and Science, Pilani

Bachelor of Technology \- BTech, Bioengineering Sciences and Research, MIT ADT University

[View the original profile](https://tal.club/meet/prachi-joshi)

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