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Agentic AI 404 Solutions with Q Agency

Marketing Content Manager

A content platform built end to end — web search and deep-research agents feeding long-form generation and blog drafting, then publishing straight out to connected channels.

Scope
Research → draft → publish
Delivery
Built end to end

The problem

Marketing content work was spread across an assortment of tools and manual steps — research in one place, drafting in another, publishing by hand at the end. The slow part was never the writing. It was everything around it: finding what was current, getting it in front of whoever was writing, and then moving the finished piece out to wherever it needed to go.

The approach

I built the platform end to end — a working application rather than a prototype:

  • Web search and deep-research agents, gathering and synthesizing current source material instead of leaving a writer to open twenty tabs and reconcile them.
  • Agent-driven content generation, drafting long-form pieces and blog posts from that research rather than from a blank page.
  • A content management core for creating, organising, and versioning what gets produced, so output has somewhere to live between drafting and publishing.
  • Publishing integrations, pushing finished content out to connected platforms rather than ending the workflow at a copy-paste step.

The outcome

One system covering the whole path from research question to published piece. The parts that were manual and repetitive — gathering sources, producing a first draft, distributing the result — became things the platform does, which leaves the judgement calls to the people who should be making them.