You will get an AI product roadmap with agentic/LLM feature scope and build-vs-buy plan
Project details
I'm a senior AI Product Manager (ex-fintech PM, former founder/CPO) who turns fuzzy AI ambitions into a concrete, build-ready plan. In a focused 90-minute working session I'll pressure-test your idea, then deliver a written AI product roadmap: which agentic/LLM features to build and in what order, what to build vs. buy, the data and evaluation approach, and the metrics that prove it's working.
Why me: I built an AI-native platform from 0 to 300+ customers with agentic workflows that automated ~50% of a core operation, and shipped LLM features on a full-stack engineering foundation - so the roadmap is grounded in what actually ships, not slideware. I speak your engineers' language.
You'll walk away with a prioritized AI feature roadmap, a clear build-vs-buy recommendation, the key risks and an eval plan, and a focused next 30-60 days. Ideal for founders and teams scoping their first or next AI capability.
Why me: I built an AI-native platform from 0 to 300+ customers with agentic workflows that automated ~50% of a core operation, and shipped LLM features on a full-stack engineering foundation - so the roadmap is grounded in what actually ships, not slideware. I speak your engineers' language.
You'll walk away with a prioritized AI feature roadmap, a clear build-vs-buy recommendation, the key risks and an eval plan, and a focused next 30-60 days. Ideal for founders and teams scoping their first or next AI capability.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
Conversational AIAI Models
ChatGPT, GPT-4What's included $300
These options are included with the project scope.
$300
- Delivery Time 5 days
- Number of Revisions 1
About Manthan
AI Product Manager | LLM & Agentic AI Products | Fintech & SaaS
Rewari, India - 8:02 pm local time
Over 5 years I've taken 0-to-1 products to real traction across AI, fintech, and platform/SaaS, on a computer-science and full-stack engineering foundation. That technical depth means I speak the same language as your engineers and move fast: scoping LLM workflows, writing crisp PRDs, and shipping without a translation layer.
A few things I've done:
- Co-founded and led product (CPO) for an AI-native hotel management platform - scaled 0 to 300+ businesses (~10,000 rooms) in 12 months with agentic-AI workflows (guest check-in, ID verification, ops automation) that cut ~50% of front-desk work.
- Lifted first-time conversion 45% to 66% (+21 pts) at India's largest earned-wage-access fintech (150K+ users, $50M disbursed) through onboarding and packaging redesigns.
- Launched 3 new 0-to-1 products driving ~$600K/month in embedded-lending volume, and shipped India's first earned-wage product for gig workers (Swiggy, Zepto, Ekart).
How I can help you:
- AI/LLM product strategy: scoping agentic workflows, RAG/chat features, AI roadmaps, build-vs-buy
- 0-to-1 product: discovery to PRD to MVP to launch, with metrics that matter
- Growth & activation: onboarding, conversion, experimentation (A/B), funnel teardown
- Fractional PM / product leadership for early-stage startups
I work best with founders and teams who want a PM who can think strategy and get into the weeds with engineering. If that's you, send me a note about what you're building and where you're stuck - I'll come back with a concrete first step.
Steps for completing your project
After purchasing the project, send requirements so Manthan can start the project.
Delivery time starts when Manthan receives requirements from you.
Manthan works on your project following the steps below.
Revisions may occur after the delivery date.
Kickoff working session (90 min)
Live session to map your goals, users, constraints, and current state, and pressure-test the idea.
Deliver roadmap + walkthrough
Written AI roadmap and build-vs-buy recommendation, plus a walkthrough call and one revision.