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Gbolagade Ishola
Project

AI Content Engine

An AI content engine that writes in a real person's voice, not a generic model's.

The problem

Generic AI writing is easy to spot and easy to ignore. The hard part was never producing more words, it was sounding like a specific, credible person while doing it at volume.

What I built

A content engine that turns a single brief into output across several channels, driven by a library of purpose-built generators and a three-layer voice model: a per-user learned style, a shared house style, and an optional brand modifier. One finished piece can be repurposed into many.

My approach

The interesting problem was voice, not volume. A three-layer model separates an individual's learned style from a shared house style and an optional brand modifier, so output stays personal at scale, while a multi-agent pipeline handles generation and repurposing.

The result

On-brand writing at the pace of a team, in a voice readers recognise as the author's rather than a model's.

Stack

Next.jsTypeScriptVercel AI SDKSQLiteMulti-agent

Connect

Building something, or thinking about it? Book a 1:1 and let's dig in.

Gbolagade Ishola