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Content pipeline on release
Release ships → cross-reference the corpus, identify every affected article, draft the updates, route through review, publish to the CMS.
At a glance Volume10–15 articles / monthTarget50 / month Runs on release notes
Contentful
Teams
See every step the workflow takes.
Release ships
The release notes are the trigger — no one has to file a docs ticket.
Cross-reference the corpus
Identify every article the change makes wrong.
Impact analysis agentDraft the updates
CodeWrite the edits for each affected page and route them through review in Teams.
Article drafting agentPublish to the CMS
Approved changes land in Contentful without a copy-paste step.
Run it on the systems you already use.
Or anything else you run. If it has a REST or GraphQL API, an MCP server or a database we can reach, the workflow runs against it.
CRM, data & ops
Salesforce
Gainsight
Slack
Microsoft Teams
Jira
Asana
Linear
Airtable
Segment
Snowflake
Twilio
Shopify
Knowledge & content
Confluence
SharePoint
Google Drive
Notion
Guru
Document360
Ticketing & support
Zendesk
Freshdesk
Intercom
Salesforce Service Cloud
HubSpot
Front
Gorgias
Help Scout
Kustomer
Gladly
Zoho Desk
Dixa
Re:amaze
ServiceNow
Jira Service Management
See this running on your stack.
Most workflows like this one ship in under two hours.
Book a demoNo engineering sprint required.