Source-based article production and publishing workspace

Reduce tool sprawl and manual handoffs while keeping editorial control. For content leads and marketing teams running one or more owned blogs, convert approved sources, keyword lists, brand rules and publishing settings into editor-approved articles published to the team's own site. The benefit is a testable hypothesis, measured through accepted articles per editorial hour and corrections after publication; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect approved sources, keyword lists, brand rules and publishing settings, then follow this sequence: 1. Generate full article drafts from approved sources. 2. Optimize drafts for search intent and on-page structure. 3. Suggest topic ideas from the team's niche and past posts. Resolve uncertain cases with qualified reviewers, approve editor-approved articles published to the team's own site, and measure accepted articles per editorial hour and corrections after publication against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One owned blog and one approved source set; final fact, tone and publication checks remain editorial. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve brand voice, source attribution, quotation accuracy and usage permissions. Editors approve substantive changes and publication scope. One owned blog and one approved source set; final fact, tone and publication checks remain editorial. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One owned blog and one approved source set; final fact, tone and publication checks remain editorial. Implement one approved input format, a bounded representative case set and the first two task modules: generate full article drafts from approved sources; optimize drafts for search intent and on-page structure. Support the remaining modules with operator review. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Team-owned source documents, authorized interviews and permitted research sources. Cloud asset storage, WordPress publishing and analytics destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Source and brief intake, Editable article workspace, Editorial review and publishing. Use a thumbnail gallery for articles, a large central editing canvas, and a right-hand panel for sources, keywords, brand rules and comments. Let users compare versions side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant paragraph. Make the task-specific outcome editor-approved articles published to the team's own site visible beside its evidence, review state and value baseline.