# Onboard into a new industry over a weekend > Ask the naive questions at scale — grounded answers with citations build a mental map faster than any reading list. - For: Career switcher - Category: Learning & Upskilling - MCP tools: deep_query, deep_search - HTML version: https://veridive.com/mcp/use-cases/weekend-industry-onboarding ## The problem New job, new industry, two weeks until you're expected to have opinions. The standard onboarding — a reading list, some analyst reports, frantic Wikipedia — produces vocabulary without a map: you know the terms but not how the money flows, who hates whom, which "well-known truths" insiders actually dispute. The map is what makes you functional in meetings, and it normally takes months of osmosis. The fastest mappers ask naive questions relentlessly — but there's a social budget for naivety at a new job, and it runs out. The industry's practitioners, though, have answered every naive question on the record somewhere: on podcasts, panels and explainers. Asked at scale, with no social budget at all. ## How veridive MCP helps **deep_query** is naive-question infrastructure: ask the things you can't keep asking colleagues — *how does money actually flow in this industry? who are the real power centers? what do insiders complain about?* — and get answers researched across practitioner conversations, **cited to the moments**, so the map you build is checkable, not vibes. **deep_search** layers the curriculum on top: filtered to beginner-friendly explainers for the basics, then to `podcast` and `interview` content where operators talk shop — the register where the industry's actual texture lives. A weekend of this produces what osmosis delivers in months: not expertise, but the *map* — enough to know which meeting questions are smart and which reveal you haven't done the homework. Monday's version of you has done the homework. ## How to run it 1. **Connect veridive MCP** — One-time setup: add the veridive MCP server to Claude, ChatGPT, Cursor or any MCP client and generate your API key. Takes about two minutes. 2. **Ask the money-flow questions** — The naive fundamentals, asked without a social budget. Citations make the answers checkable. ``` I'm new to the industry. How does money actually flow — who pays whom, where are the margins, who has the leverage? Grounded answer with citations — use veridive's deep_query. ``` 3. **Map the players and the tensions** — Power centers, rivalries, and the disputes insiders have that outsiders don't know exist. ``` Who are the real power centers in , and what do practitioners argue about among themselves? What 'well-known truths' do insiders actually dispute? Cited. ``` 4. **Absorb the operator register** — Shop-talk content — the vocabulary, concerns and inside jokes that mark someone who gets it. ``` Find podcasts where operators talk shop with each other — not explainers for outsiders — use veridive's deep_search. ``` ## Problems it solves - Reading lists produce vocabulary without the map — terms, but not how anything actually works. - The naive-question budget at a new job runs out long before the questions do. - Industry texture — tensions, disputes, unwritten rules — takes months of osmosis to absorb. - You can't tell smart meeting questions from homework-revealing ones without the map. ## Why it's valuable - Unlimited naive questions, zero social cost, answers cited for checking. - The map — money flow, power, tensions — in a weekend instead of a quarter. - Operator shop-talk teaches the register that marks insiders; explainers never do. - The method reuses for every future switch, vertical, or client industry you need fast. ## Example prompts ``` How does money actually flow in — who pays whom, where's the leverage? Cited — use veridive's deep_query. ``` ``` Power centers and insider disputes in ? Cited. ``` ``` Podcasts where operators talk shop with each other — use veridive's deep_search. ``` ## FAQ **A weekend — honestly?** For the map, yes: money flow, players, tensions, vocabulary-in-register. Expertise takes the years it takes — but the map is what meetings run on, and it's what this compresses. **How do I know the answers reflect the industry, not one loud voice?** Ask for the disagreement explicitly and read the citations — the synthesis distinguishes recurring practitioner views from one person's crusade, and you can count the voices yourself. **Does this work for consultants and investors covering a new vertical?** It's arguably built for them — the weekend-map problem recurs every engagement. Same three passes, different industry each time. ## Related use cases - [Map expert consensus before entering a market](https://veridive.com/mcp/use-cases/map-expert-consensus-before-market-entry.md) — Ask one question — "is this market saturated?" — and get a grounded answer built from what practitioners actually say, with timestamped citations. - [Build a curriculum from the best free teachers](https://veridive.com/mcp/use-cases/best-free-teachers-curriculum.md) — Level and density filters separate real teaching from engagement bait; assemble a beginner→advanced path that holds up. - [Compare rival experts on one question](https://veridive.com/mcp/use-cases/rival-experts-one-question.md) — "Is X dead?" — get the disagreement mapped: who says yes, who says no, and the timestamped why. --- Part of the veridive MCP use-case library: https://veridive.com/mcp/use-cases.md Server docs for agents: https://veridive.com/mcp.md