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Felix Schumann
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Content intelligence and production platform

In daily use2026Client work, shown without naming the client.

Content Platform

A custom algorithm. Clear plans. Your content agent.

A custom-built algorithm, an editorial planner and an agent tailored to your content goals. From research to production.

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01 / What it does

This content platform combines a ranking algorithm I developed with an editorial planning tool and a dedicated content agent. The algorithm turns external signals into relevant topics and twice-daily briefings. The editorial plan connects them with recording sessions, owners and publication dates. The agent uses the content profile, goals and personal context to develop ideas, work through formats and plan the next steps together.

Inside the product

The details make the difference.

A custom algorithm for your topics

My scoring engine weights signals using configurable rules. Raw values and contributions stay visible. Presets and simulations show how different weights would change the topic selection.

A planning tool for the entire workflow

Plan topics, briefings, recordings, recurring series and publication dates together. Assets, owners and reminders stay connected to each production.

A content agent that fits your strategy

The dedicated agent uses the brand profile, audience and content goals. Saved conversations and personal memory help it support planning, idea development and working through content.

One shared research base

Channels, posts and transcripts feed a shared collection. Creators are matched across platforms, and briefings connect ideas with hooks and supporting sources.

How it comes together

  1. 01Set content goals
  2. 02Rank topics
  3. 03Plan with the agent
  4. 04Manage production

Research becomes a reasoned topic decision, then a shared plan and finally a production. The algorithm, planning tool and content agent work from the same context.

02 / What I built

  1. 01A custom scoring engine with configurable weights, transparent score contributions, presets and before-and-after simulation.
  2. 02An integrated planning tool for briefings, recordings, recurring series, assets, ownership and publication dates.
  3. 03A specialist content agent with brand and audience context, saved conversations, personal memory and tools for research and planning.