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Editorial operations · REVIEWED 4 SEPTEMBER 2026

AI stack for newsrooms and media teams

Find source trails, analyse long material, edit interviews and package verified stories for multiple channels.

4 reviewed products3 lean starting set
OPERATING PLAYBOOK

One workflow, four accountable stages.

01PE
Research AI

Perplexity

Build a source-led research trail.

Why it is here
One of the quickest ways to move from a broad question to a source trail, provided the buyer still opens and checks the cited material.
Access
Free tier
02CL
Text AI

Claude

Analyse documents and surface open questions.

Why it is here
A premium choice for thoughtful writing, synthesis and long-context work where tone and structure matter.
Access
Free tier
03DE
Media AI

Descript

Edit interviews from the transcript.

Why it is here
Excellent for media operators who want transcript-first editing and fast repurposing.
Access
Free editing tier
04CA
Marketing AI

Canva AI

Create platform-specific visual packages.

Why it is here
Best for non-design teams that need respectable marketing assets without opening a pro design suite.
Access
Free tier
BEFORE ROLLOUT

Three checks that protect the workflow.

  1. 01Open every cited source.
  2. 02Never fabricate quotes or eyewitness detail.
  3. 03Record what AI changed in the editorial workflow.
YOUR NEXT MOVE

Test the first two tools head-to-head.

Use the same source material, quality bar and seven-day window. Record approval rate, correction time and total cost.

Open comparisonCalculate stack cost