Product Manager - AI Native Platform Build

Location: Bangalore or Remote. Employment Type: Full-Time.

About Avacasa

Avacasa is an AI-native marketplace for second-home and vacation-home investment. Buyers come to us because researching options across dozens of micro-markets is exhausting, and most brokers try to sell rather than help you think. Our job is to compress 100+ options into a personalized shortlist a buyer can walk into a developer conversation with confidence.

About This Role

You will lead product for Avacasa's next generation - the AI-native rebuild. Own the buyer experience end-to-end: discovery, evaluation, personalized shortlist delivery, handoff to sellers. Ship AI features that actually work - evaluated against real customer benchmarks, not demoware.

This is a builder-PM role. You will write specs, prototype yourself (code, v0, Cursor, Bolt, whatever gets you to something shippable fast), run user interviews, ship, measure. If you write tickets and wait, this is not the role.

Primary Responsibilities

Own the product roadmap for the AI-native buyer experience

Ship AI-native features on a monthly cadence, each with an eval suite

Design agentic workflows that pair AI with human review where it matters

Turn our proprietary data and matching capabilities into product experiences buyers actually use

Run weekly customer and prospect interviews; publish insights that shape the roadmap

Write product specs that engineering can execute against

Required

4+ years in product roles, with at least 2 years shipping AI-native product - LLM-in-the-loop UX, agentic workflows, embeddings, matching / ranking systems

Prototype-capable - you code, or you build in v0 / Cursor / Bolt / Figma-to-code well enough that engineering has something concrete to build on

SQL and data comfort - you answer your own product questions from data

Consumer-product instinct - you have shipped features real users cared about

Evidence-first communication; no AI hand-waving

Preferred

Real estate, PropTech, or high-ticket consumer-marketplace exposure

Founding-team or first-PM experience at an AI-native startup

Experience designing eval suites for LLM / agentic products

Compensation

Fixed: Rs 10000 per month stipend.

Variable + equity: meaningful, outcomes-based. Discussed at offer.