--- title: "ChatGPT × LeanScale: how we run ChatGPT" type: "partner" partner: "ChatGPT" tier: "Deployed" practice: "Data & AI layer" category: "LLM & Assistant" vendor_url: "https://chatgpt.com" publisher: "LeanScale" date_modified: "2026-10-06" canonical_url: "https://www.leanscale.team/knowledge/partners/chatgpt/" source: "LeanScale Knowledge Hub, https://www.leanscale.team/knowledge" license: "Free to quote and cite with attribution to LeanScale." --- # How LeanScale runs ChatGPT ChatGPT is part of the LeanScale data and AI layer in LLM & Assistant. Our teams implement, migrate and operate it inside live client environments. **Tier:** Deployed. We run it in production. **Where it sits:** Data & AI, LLM & Assistant. - Native integrations in our stack: 2 - Hub documents: 38 ## How ChatGPT fits the rest of the stack Headless readiness and native integrations, read off the vendors’ own pages. Nothing here is asserted from memory. **Connects natively with 2 partners we run:** [Amplemarket](https://www.leanscale.team/knowledge/partners/amplemarket/), [Gong](https://www.leanscale.team/knowledge/partners/gong/). ## What we’ve published on ChatGPT 1 playbooks, 1 docs, 36 podcast episodes. - [Attribution](https://www.leanscale.team/knowledge/playbooks/attribution-playbook/) (Playbook) - [ChatGPT as a Salesforce Admin](https://www.leanscale.team/knowledge/docs/strategic-walkthroughs-chatgpt-as-a-salesforce-admin/) (Doc) - [Ep. 119: The Agent Was Never the Hard Part](https://www.leanscale.team/knowledge/podcast/kushal-sharma-circle-the-agent-was-never-the-hard-part/) (Podcast) - [Ep. 110: Why You Can't Automate Reddit](https://www.leanscale.team/knowledge/podcast/shawn-tenam-lila-rest-clearbox-why-you-cant-automate-reddit/) (Podcast) - [Ep. 109: The Churn Nobody Tracks: Why Your Best People Leave Before They Quit](https://www.leanscale.team/knowledge/podcast/luke-hoffmeister-churn-nobody-tracks/) (Podcast) - [Ep. 99: Why Deflection Is the Wrong Way to Measure AI](https://www.leanscale.team/knowledge/podcast/dvir-ginzburg-encore-ai-deflection-conversational-ai/) (Podcast) - [Ep. 98: AI-Native GTM: 3 Agent Plays and the Layer That Makes Them True](https://www.leanscale.team/knowledge/podcast/jake-toepel-ai-native-gtm-context-graph/) (Podcast) - [Ep. 93: How HubSpot Built a Media Empire](https://www.leanscale.team/knowledge/podcast/jonathan-hunt-hubspot-media-empire/) (Podcast) - [Ep. 92: Agents That Run Outbound While You Sleep](https://www.leanscale.team/knowledge/podcast/mica-ample-market-outbound-agents/) (Podcast) - [Ep. 89: Why He Left the CEO Seat to Become a CRO](https://www.leanscale.team/knowledge/podcast/alex-wakefield-acuitymd-ceo-to-cro/) (Podcast) - [Ep. 79: AdSense for the AI Era: How Ads Are Being Completely Reinvented](https://www.leanscale.team/knowledge/podcast/mike-choi-adsense-for-ai/) (Podcast) - [Ep. 76: Your Marketing Playbook Is Dead](https://www.leanscale.team/knowledge/podcast/leysan-zigangirova-marketing-playbook-dead/) (Podcast) - [Ep. 75: How I Built an AI Agent Operating System in 90 Days](https://www.leanscale.team/knowledge/podcast/ai-agent-operating-system-90-days/) (Podcast) - [Ep. 74: I Used AI Agents for Every Go-To-Market Role (Sales, Marketing, CS, RevOps)](https://www.leanscale.team/knowledge/podcast/ai-agents-for-every-go-to-market-role/) (Podcast) - [Ep. 72: AI Search Is Changing Everything—Here’s the New Go-To-Market Playbook](https://www.leanscale.team/knowledge/podcast/mike-head-ai-search-playbook/) (Podcast) - [Ep. 71: From $500M to $10B: The CRO Playbook for Constant Reinvention](https://www.leanscale.team/knowledge/podcast/alex-loktev-cro-playbook-reinvention/) (Podcast) - [Ep. 69: Inside the Mind of a Modern CRO](https://www.leanscale.team/knowledge/podcast/brett-kelly-modern-cro/) (Podcast) - [Ep. 68: Clarity Over Chaos: A CRO's Playbook for Category-Defining Companies](https://www.leanscale.team/knowledge/podcast/josh-heller-clarity-over-chaos/) (Podcast) - [Ep. 66: From MLB Draft Pick to $25M ARR: How Tyler Molinaro Scales SaaS in Government](https://www.leanscale.team/knowledge/podcast/tyler-molinaro-saas-government/) (Podcast) - [Ep. 65: AI Changed GTM Forever. Most Companies Haven't Caught Up.](https://www.leanscale.team/knowledge/podcast/alex-shartsis-ai-changed-gtm/) (Podcast) - [Ep. 63: Customer Success as a Competitive Advantage](https://www.leanscale.team/knowledge/podcast/maranda-dziekonski-customer-success/) (Podcast) - [Ep. 62: This AI Tool Could Disrupt Sales Forever](https://www.leanscale.team/knowledge/podcast/christian-peverelli-ai-outbound/) (Podcast) - [Ep. 59: The Future of Gaming: Mythical Games CEO Reveals What's Coming Next](https://www.leanscale.team/knowledge/podcast/john-linden-future-of-gaming/) (Podcast) - [Ep. 56: Your Website Isn't Built for AI](https://www.leanscale.team/knowledge/podcast/kevin-white-website-built-for-ai/) (Podcast) - [Ep. 53: AI vs. Human Connection: The Future of Sales & Marketing](https://www.leanscale.team/knowledge/podcast/khurram-kalimi-ai-human-connection/) (Podcast) - [Ep. 48: The Operator's Guide to Building a Go-to-Market Engine](https://www.leanscale.team/knowledge/podcast/justin-st-louis-wood-go-to-market-engine/) (Podcast) - [Ep. 47: From Physics to Fixing Sales: How Amplemarket Is Rewriting GTM](https://www.leanscale.team/knowledge/podcast/mica-amplemarket-rewriting-gtm/) (Podcast) - [Ep. 46: Why Your GTM Strategy Is Broken—And How AI Can Fix It](https://www.leanscale.team/knowledge/podcast/neel-kamal-gtm-strategy-ai/) (Podcast) - [Ep. 42: Outbound Is Dying: How Spara's Multimodal AI Turns Inbound Into Pipeline (Live Demo)](https://www.leanscale.team/knowledge/podcast/david-walker-spara-multimodal-inbound/) (Podcast) - [Ep. 40: Why Slack Is the Future of B2B Support](https://www.leanscale.team/knowledge/podcast/tony-tom-slack-b2b-support/) (Podcast) - [Ep. 39: How to Scale GTM in the AI Era: Anthony Enrico's Playbook for Modern RevOps](https://www.leanscale.team/knowledge/podcast/scale-gtm-in-the-ai-era/) (Podcast) - [Ep. 38: Think Like a Doctor: Diagnosing Broken GTM Systems](https://www.leanscale.team/knowledge/podcast/shaadik-think-like-a-doctor/) (Podcast) - [Ep. 33: Why AI Won't Save Your Bad Brand](https://www.leanscale.team/knowledge/podcast/mario-paganini-ai-wont-save-brand/) (Podcast) - [Ep. 31: Has AI Killed Servant Leadership?](https://www.leanscale.team/knowledge/podcast/michael-preuss-active-leadership-ai/) (Podcast) - [Ep. 29: GTM Product Demos: Exploring Ocean.io](https://www.leanscale.team/knowledge/podcast/michael-heiberg-ocean-io-gtm-demo/) (Podcast) - [Ep. 28: Run CS Ops like a Pro: The 5 Things Every CS Operation Needs to Have](https://www.leanscale.team/knowledge/podcast/adrian-diaz-cs-ops/) (Podcast) - [Ep. 27: Hypothesis-Driven RevOps: Operate Like a Top-Tier Consultant](https://www.leanscale.team/knowledge/podcast/pratz-hypothesis-driven-revops/) (Podcast) - [Ep. 5: Using ChatGPT as a Salesforce Admin](https://www.leanscale.team/knowledge/podcast/christopher-martyen-chatgpt-salesforce-admin/) (Podcast) Everything on ChatGPT: https://www.leanscale.team/knowledge/tools/chatgpt/ ## Also in LLM & Assistant Other LLM & Assistant systems our teams run. - [Claude](https://www.leanscale.team/knowledge/partners/claude/) (Certified) ## Work with LeanScale **Running ChatGPT?** Embedded LeanScale teams build, migrate and run ChatGPT alongside the rest of your stack, on a flat fee. Talk to us: https://www.leanscale.team/contact-us **Work at ChatGPT?** Update your Arsenal profile so ChatGPT is in every recommendation we make in LLM & Assistant. Update your profile: https://partners.leanscale.team/profile/?v=chatgpt. See the programme: https://partners.leanscale.team/?for=ChatGPT All 141 partners: https://www.leanscale.team/knowledge/partners/ ## Canonical https://www.leanscale.team/knowledge/partners/chatgpt/