# Ankit Chopra on Why Partnerships Are the New Procurement Page: https://stenobird.com/podcast/go-to-masters-show-6426488/ankit-chopra-on-why-partnerships-are-the-new-procurement Text version: https://stenobird.com/podcast/go-to-masters-show-6426488/ankit-chopra-on-why-partnerships-are-the-new-procurement.md Podcast: [Go To Masters Show](https://stenobird.com/podcast/go-to-masters-show-6426488) Published: 2026-01-22T10:56:34+00:00 Episode link: https://go-to-masters-show.transistor.fm/episodes/ankit-chopra-on-why-partnerships-are-the-new-procurement Audio file: https://media.transistor.fm/eac6b862/2140bb74.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/go-to-masters-show-6426488/episodes/ankit-chopra-on-why-partnerships-are-the-new-procurement Duration seconds: 2157 ## Resource Ankit Chopra is the Director of Financial Planning and Analytics for Cloud and AI Products at Neo4j. On this episode of the Finance Fireside podcast, he shares insights from applying AI and ML models to forecasting across Meta, Mambo, Atlassian, and Kespry—expertise that's now mainstream as the world catches up to what he's been doing for a decade. Why finance is the "central nervous system" tracking and sending signals across product, engineering, and GTM teams The pricing alignment triangle: customer value, usage, and financials must all synchronize for sustainable growth How partnerships with cloud/AI providers create shared ecosystems of efficiency versus local optimization Connect with Ankit: LinkedIn Follow us: Linkedin | X ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/go-to-masters-show-6426488/episodes/ankit-chopra-on-why-partnerships-are-the-new-procurement/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/go-to-masters-show-6426488/ankit-chopra-on-why-partnerships-are-the-new-procurement.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.