Customer story

Renowned Media company cuts late-stage editorial fixes in half

AI proofreading assistant that sharpens style, lifts accuracy, and flags early fact issues - speeding up newsroom review with confidence.

Industry

Media

Deployed in

Editorial

region

EMEA

use cases

Proofreading AI

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The Impact
40
%
faster copy-cleaning cycles across desks
85
%+
acceptance rate on AI-suggested corrections
50
%
reduction in late-stage editorial fixes

The Challenge

Across fast-paced newsrooms, editors were spending excessive time on manual copy cleanup - chasing style inconsistencies, verifying foreign name spellings, and correcting avoidable language errors. With stories filing continuously throughout the day, many of these issues slipped past first reads and accumulated later in the production cycle. Early factual mistakes - such as misnamed places or inconsistent references - were still being caught too far downstream, creating bottlenecks and slowing the publishing pipeline. Teams needed a reliable, on-brand editorial assistant that could reduce friction without lowering editorial standards.

The Solution

Unframe introduced an AI proofreading assistant trained on the outlet’s stylebook, transcription rules, and editorial patterns. It scans copy for style slips, language misses, and early fact issues, surfacing clear, in-context suggestions that editors can accept or override in seconds. The tool handles everything from foreign-name transcription to tricky punctuation and location checks, giving editors a faster, cleaner first pass. Throughout the workflow, every decision feeds a learning loop - making the assistant sharper with each article.

As tailored as build & as fast as buy

Unframe gives you the best of both worlds - your data, your models, your governance - delivered through a platform that removes everything slowing you down. You stay in control. You just move faster.
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Unframe gave us an AI-first proofreading assistant that actually fits how a modern newsroom works. It’s fast, precise, and keeps us firmly on brand. It’s set a new benchmark for how we prepare copy for publication.