ELI5 AI Blog

How to Simplify Technical Documentation for Non-Technical Users

2026-08-02

Technical documentation is essential for product adoption, but it is often written by engineers for engineers. API references, system architecture docs, and operational runbooks are full of jargon that non-technical stakeholders cannot parse.

The accessibility gap in technical docs

Product managers, sales teams, customer support, and end users all need to understand how a product works — but they are not the intended audience for most technical documentation. This creates an accessibility gap that slows down onboarding, support, and decision-making.

How ELI5 AI helps

ELI5 AI takes any technical document and generates four explanations at different reading levels. A product manager can read the Teenager level to understand the architecture without needing to know the implementation details. A customer support agent can use the Age 10 level to explain a feature to a frustrated user. An executive can scan the Adult level for the key technical constraints.

Try it yourself

Paste any API documentation, architecture document, or runbook into ELI5 AI to get four comprehension levels instantly. Use the share feature to distribute the right level to the right audience.