Raphaël Bosi
f15fabb5d9
https://github.com/user-attachments/assets/fb9001c4-195d-4735-898b-07ccbab01677 During onboarding, the workspace creator's work-email domain is enriched through People Data Labs and stored client-side. The stacked workspace-setup PR folds it into the invisible prompt that kicks off the setup chat, so the assistant knows the company from its first reply. - New `enrichWorkspaceCompany` mutation: throttled, creator-only, work domains only. Off by default: requires the `IS_WORKSPACE_COMPANY_ENRICHMENT_ENABLED` instance config variable (default false), a `PEOPLE_DATA_LABS_API_KEY`, and the `IS_ONBOARDING_AI_CHAT_ENABLED` workspace feature flag (the enrichment only feeds the AI-chat workspace setup). Every attempt past the throttle is recorded per workspace in a `keyValuePair`. - The frontend fetches once during onboarding and stores a matched result in localStorage. This PR does not deliver it to the model: the hidden-message plumbing it adds (`isHidden` on `agentMessage`, excluded from the chat UI, thread ranking and the admin transcript, included in the model conversation) is what the stacked workspace-setup PR uses to send the context and the setup prompt as one invisible first message. - The PDL wire protocol (base URL, wire types, envelope parsing, error extraction) is kept as a small self-contained copy inside the server `company-enrichment` module. The standalone people-data-labs app keeps its own copy; the two are intentionally not shared, since the app and the core-engine usage are expected to evolve independently. - `WorkspaceCompanyEnrichment` lives in `twenty-shared/workspace` so server and front share one shape. ## Flow ```mermaid flowchart LR effect[Onboarding effect] -- enrichWorkspaceCompany --> checks{creator + work domain?} checks -- no --> unavailable[unavailable] checks -- yes --> throttle{throttle 10/h/workspace} throttle -- limited --> transient[transientError] throttle -- ok --> pdl[PDL GET /company/enrich] pdl --> log[(keyValuePair attempt log)] pdl --> matched[matched] matched --> storage[(localStorage)] storage -- consumed by the stacked workspace-setup PR --> kickoff[hidden kickoff prompt] ``` 1. **Onboarding effect** — mounted app-wide, fires once per session while onboarding is in progress (before workspace activation), guarded by a sessionStorage attempt flag and the cached value. 2. **enrichWorkspaceCompany** — metadata-schema mutation returning a typed `WorkspaceCompanyEnrichmentResult` (`outcome` enum `matched`/`unavailable`/`transientError` + `enrichment` JSON). 3. **Creator + work domain checks** — only the workspace's earliest user, only non-consumer email domains, only when the config flag, API key and `IS_ONBOARDING_AI_CHAT_ENABLED` workspace flag are all on; anything else returns `unavailable` without consuming throttle quota. 4. **Throttle** — token bucket, 10 requests/hour per workspace, the sole cost bound on PDL calls; when limited the mutation returns `transientError` instead of surfacing an error. 5. **PDL call** — `GET /v5/company/enrich` with `website` + `min_likelihood` per the PDL spec; body-level statuses win over HTTP ones, 408/429/5xx map to `transientError`, other failures to `unavailable`. Every attempt past the throttle is recorded (`domain`, the pre-collapse PDL `outcome`, `httpStatus`/`message` when present, `attemptedAt`) in a workspace-scoped `keyValuePair`. 6. **matched** — the PDL payload is mapped to `WorkspaceCompanyEnrichment` through the same sanitizer as client input (all fields length-capped and control-character-stripped; summary 600 chars, 8 tags max) and returned. 7. **localStorage** — the frontend stores only a matched enrichment and never refetches it, making it the only cache; cleared on sign-out. Non-matched outcomes are not persisted; a sessionStorage flag caps retries at one attempt per browser session. 8. **Delivery** — out of scope here. The stacked workspace-setup PR reads the stored enrichment and combines it with the data-model proposal prompt into a single hidden `USER` message when the setup chat starts; it is never injected into the system prompt. Reviewer notes: sending the creator's email domain to a third party at signup is not yet disclosed in onboarding copy. <!-- This is an auto-generated description by cubic. --> <a href="https://cubic.dev/pr/twentyhq/twenty/pull/23199?utm_source=github" target="_blank" rel="noopener noreferrer" data-no-image-dialog="true"><picture><source media="(prefers-color-scheme: dark)" srcset="https://www.cubic.dev/buttons/review-in-cubic-dark.svg"><source media="(prefers-color-scheme: light)" srcset="https://www.cubic.dev/buttons/review-in-cubic-light.svg"><img alt="Review in cubic" src="https://www.cubic.dev/buttons/review-in-cubic-dark.svg"></picture></a> <!-- End of auto-generated description by cubic. -->
The #1 Open-Source CRM
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Twenty gives technical teams the building blocks for a custom CRM that meets complex business needs and quickly adapts as the business evolves. Twenty is the CRM you build, ship, and version like the rest of your stack.
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Installation
Cloud
The fastest way to get started. Sign up at twenty.com and spin up a workspace in under a minute, with no infrastructure to manage and always up to date.
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Scaffold a new app with the Twenty CLI:
npx create-twenty-app my-app
Define objects, fields, and views as code:
import { defineObject, FieldType } from 'twenty-sdk/define';
export default defineObject({
nameSingular: 'deal',
namePlural: 'deals',
labelSingular: 'Deal',
labelPlural: 'Deals',
fields: [
{ name: 'name', label: 'Name', type: FieldType.TEXT },
{ name: 'amount', label: 'Amount', type: FieldType.CURRENCY },
{ name: 'closeDate', label: 'Close Date', type: FieldType.DATE_TIME },
],
});
Then ship it to your workspace:
npx twenty app:publish --private
See the app development guide for objects, views, agents, and logic functions.
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Twenty gives you the building blocks of a modern CRM (objects, views, workflows, and agents) and lets you extend them as code. Here's a tour of what's in the box.
Want to go deeper? Read the 
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