LLM-Ready Content Operations for East African Brands

Language models can supercharge your content team, but only if you prepare your data and workflows. Here’s how we help East African brands go from experimentation to reliable output.

Audit Your Content Inventory

We tag every asset by audience, stage, and tone. Duplicates get merged, outdated pieces archived, and gaps highlighted.

Establish Guardrails

• Define approved tone and banned phrases.
• Set rules for regional spelling (Kenyan vs. US English).
• Create checklists for legal or compliance reviews.

Build a Prompt Library

Effective prompts pair goals (“Draft a 200-word service intro”) with context (“Target mid-market manufacturers in Nairobi”) and references (links to case studies). We store these in Notion and surface them directly inside the CMS.

Human in the Loop

Editors review every draft, add nuance, and feed corrections back to the knowledge base. Weekly retro meetings capture lessons from the best-performing AI-assisted content.

Measure Output Quality

We evaluate readability, conversion performance, and brand compliance. If metrics slip, we adjust the training data or prompt templates.

With preparation, LLMs become teammates—not risks.