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✦ A DijitalPi product · Our Own Engines

CHANNELMACHINE

Daily AI News Engine

The daily news engine behind our AI Türkiye Club WhatsApp channel. Every morning it scans more than 40 sources, merges reports of the same event into one story, scores news value from 0 to 100 and turns the stories above the threshold into short Turkish messages.

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Every morning

Source scan and story selection

0-100

News value score for every event

Up to 8

Daily story cap, no filler

WHAT DOES IT DO?

Daily AI News Engine: how the system works.

CHANNELMACHINE is the publishing engine we wrote for AI Türkiye Club, DijitalPi’s own WhatsApp channel; it is not offered as a client service. Every morning it scans AI company blogs, product release notes, the technology press and selected sources from Türkiye.

Reports of the same event are merged into one story. Each event gets a news value score from 0 to 100 based on evidence, novelty, user impact, independent confirmation and freshness. A story below the threshold is not published even when the topic is relevant; on a quiet day the channel goes out with a single story instead of filling a list.

Selected stories are turned into short Turkish messages and shared on the channel after team approval. Every link goes through a short link: the channel gives no statistics, so we measure what people read by clicks. Every Monday the engine audits itself for source health, repeated stories, data integrity and publishing quality.

HIGHLIGHTS

The four building blocks that carry the system.

News value score

Each event is scored 0-100 on evidence, novelty, user impact, independent confirmation and freshness; anything below the threshold is not published.

One event, one story

Different sources covering the same development are merged; the same story never appears twice on the channel.

Source rules

Institutional publications come first. Personal blogs and a lone X post do not count as evidence, and undated items are dropped.

Click measurement

Every story link goes through a short link, so we can see which stories people actually open.

WHO IS IT FOR?

Who gets the most out of it?

✓People who follow AI news in Turkish✓Teams tracking model and product updates✓Marketing and technology leaders

THE CHANNELMACHINE DIFFERENCE

Fewer stories each day, all of them confirmed.

No filler

Only as many stories as pass the threshold are shared; one story is enough on a quiet day.

No unconfirmed news

Single-source claims and rumours are not published until another source confirms them.

Team approval

The draft the engine prepares does not reach the channel without team approval.

FAQ

Frequently Asked Questions

Can you set up CHANNELMACHINE for my business?

Today CHANNELMACHINE runs only for AI Türkiye Club, DijitalPi’s own channel; it is not offered as a client service. If you want a similar news or content feed for your sector, write to us and we can talk about it as an AI automation project.

How are stories selected?

Each event gets a score from 0 to 100 based on evidence, novelty, user impact, independent confirmation and freshness. A story below the threshold is not published, even when the topic is relevant.