Relevance AI
Relevance AI
LinkedInNewsletterNotionSlack

One asset, rewritten natively for every channel

The Content Repurposer finds what is actually strongest in a piece, then rewrites it for how each channel is read: a series for LinkedIn, a feature for the newsletter, a clip for X.

New blog post published
Content Repurposer

New post is live. Reading the whole thing for the strongest hook before drafting anything.

Extracting the key claims5s

The benchmark table in section three is the strongest material, not the intro. Every format leads with it.

Drafting a 3-part LinkedIn series10s
Queuing the newsletter feature2s
One post became five assets. The LinkedIn series leads with the benchmark table, the strongest thing in the piece, not the intro paragraph. The newsletter feature is queued for Tuesday, a quote graphic is clipped for X, and every draft links its source section. All five are in review, not auto-published.

How it works

Blog post publishedRepurpose requestReport launchedWebinar recording ready
Series draftedNewsletter feature queuedFormats skipped · loggedDrafts in review

Triggered by a publish

A new post going live, or a repurpose request in Notion or Slack, starts the channel pass the same day the asset ships.

Finds the hook, checks the claims

The agent reads the full piece, picks its genuinely strongest moment for each channel, verifies the stats still hold, and skips formats the content cannot carry.

Queues drafts for review

Channel-native drafts land in Notion and your scheduling queue with the source linked. Nothing auto-publishes.

Without Relevance

With Relevance

The post ships, gets one link-dump tweet, and the distribution plan ends there.

Every publish kicks off a full channel pass: each format drafted, adapted and queued the same day.

Every excerpt leads with the intro paragraph, because that is where the copy-paste starts.

The agent reads the whole piece and leads each format with its strongest moment, which is usually buried in the middle.

The same 200 words go to LinkedIn, the newsletter and X, formatted identically.

Each channel gets a native rewrite: a paced LinkedIn series, a newsletter feature with context, a single sharp claim for X.

A stat from the original quietly survives three rewrites after it stopped being true.

Claims and numbers are checked against the source on every rewrite, and each draft links back to it.

The launch post gets the full treatment. The other twelve posts that month get the link dump.

Every asset gets the same channel pass, whether it is the flagship report or Tuesday’s changelog.

Five formats ship because five were on the checklist, padding and all.

If a piece can only carry two good formats, two ship. The agent says why, instead of padding the rest.

Held to a quality bar, on every run

Every draft is checked against eval test cases written for this exact job before it reaches review. If a run fails the bar, it never ships.

Content Repurposer

Pass rate · last 14 days

Sampling 2% of live runs · 94% passing this week

Each format leads with a real hook96%
Stats match the current source93%
Voice matches the channel guide94%
Weak formats are skipped, not padded91%

Train your agent like an employee

Onboard it with your playbooks and correct it in plain English. It learns the lesson for good, and nothing changes until you approve it.

Content Repurposer
Instructions updated
Tool added
Source stat verification
13 evals added
Each format leads with a real hookStats match the current source+11 more
Publish version 4
PDFBrand Voice & Channel Guide.pdf240 KB
Repurpose every asset in these voices, per channel.
Read Brand Voice & Channel Guide.pdf. Updated my instructions, added a source stat verification tool, and wrote 12 evals to check every run.
Never pad a weak piece into the full format list. Fewer, stronger formats beat a complete checklist.
Got it. I added an eval that fails any format that does not stand on its own hook, so weak pieces ship fewer, better assets instead of padding.
Teach it something new…
Ask

Built for enterprise teams

Run agents on your real data with the access controls, audit trails, and residency guarantees enterprises require all built in.

Monitoring

Real-time visibility into every agent’s activity, performance, and cost.

RBAC

Control who can use, build, edit, and deploy agents.

Data residency

Multi-region deployment keeps your data within your required geography.

Version control

Full version history on every agent. Roll back to any previous state.

Audit logs

Every action, every decision, every tool call logged and exportable.

Human-in-the-loop

Set approval gates on any action or allow agents to ask questions.

SSO / SAML

Enterprise single sign-on with SAML 2.0. Centralize identity & access.

PII masking

Detect and redact personally identifiable information.

SOC 2 Type IIGDPROTEL & Delta Sharing
KPMG
"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."

Levi Watters

Partner, KPMG Australia

Read more
Autodesk
"The key for us was how we can modularize industry knowledge and the best playbooks, and apply it."

Allen Roh

Senior Marketing Manager, Autodesk

Read more
Canva
"We're looking for every place where AI can allow sellers and customer success reps to be more engaged with customers."

Rob Giglio

Chief Customer Officer, Canva

Read more
"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."

Levi Watters

Partner, KPMG Australia

Read more

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Every agent you add shares one stack

These agents all run on one platform: one gateway, one router, one eval suite, one audit trail. Every agent after the first ships faster.

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  • Kept alive through long-running worklike Temporal
  • Traced at every step of every runlike Langfuse

Put the Content Repurposer to work this quarter

We partner with enterprise teams to take this work off their plate. An agent built with you, proven against your quality bar, and live in weeks.