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Fluir delivers the derby's extra-time winner — shaped around what someone actually wants.

Fluir notices what someone actually cares about, sports, faith, technology, and beyond, and reshapes what reaches them: watch, listen, or read.

Now onboarding select partners.

  1. 01Fluir notices a signal, a view, a click, a stated preference, from wherever someone already is.
  2. 02It's weighed against what that person tends to care about and folded in immediately.
  3. 03The very next thing they're delivered, video, audio, or text, already reflects it.
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No man ever steps in the same river twice, for it’s not the same river and he’s not the same man.

Heraclitus

Greek philosopher, c. 500 BC

How Fluir runs

The same content. A different person. A different feed. Every time.

That’s the whole ethos: a football match, a math problem, a climate report, delivered as whatever form actually reaches the person waiting on it.

Interaction
Intelligence
Delivery

Interaction

A view, a click, a preference stated outright, a question typed into a search bar at 2am. Fluir picks up the signal from wherever someone already is, no dedicated app or extra step required, and treats every one of those small moments as real data rather than noise to be filtered out.

Intelligence

That signal is weighed against what this person tends to care about, how they've reacted to similar things before, and what's happening around them right now, then folded into their profile immediately, not batched overnight into some nightly job that leaves everyone a day behind.

Delivery

The very next thing they're shown already reflects it: a headline reworded, a format swapped, an angle chosen because it's the one most likely to land, delivered in whichever medium actually reaches them, whether that's a push notification, an email digest, or a single line in a chat.

What Fluir notices

Sports

+38%

return visits

A generic scores ticker, the same for everyone watching.

The three leagues this fan actually follows, ranked live as the match moves.

Technology

+24%

time spent

One tech section, sorted by publish time.

The deeper technical pieces, surfaced for the people who actually want them.

Faith & Belief

+41%

daily return rate

A single devotional slot, the same for everyone.

Tradition-aware reflections, timed to that person's week.

Culture

+19%

shares per person

Editors' picks, unchanged since morning.

Local venues and scenes, weighted by what this person saves.

Humane AI

Your AI already thinks. Fluir tells it who it is thinking about.

An AI with no idea who it is talking to answers correctly and forgettably. Same weights, same prompt, same reply for everyone. Fluir writes in the margin — the hours someone is actually there, the one thing they care about, the subject they asked never to see again — and the answer starts sounding like it came from someone who knows them.

A person sitting with a tablet beside a friendly robot

Tuesday, 06:52 — daily brief

Morning, Ana. Three things before the 7:10 pulls in1: the signing your club confirmed overnight2, a long read on chip supply held back for tonight3, and nothing at all about the trial4.

  • 1Rhythm

    Reads on the 7:10 commute, Tuesday to Friday. Never opens anything after 22:00.

  • 2Loyalty

    Follows one club, not the league. League-wide roundups get scrolled past every time.

  • 3Depth

    Saves the long technical pieces rather than skipping them — and comes back at night to read them.

  • 4Boundary

    Asked once to stop seeing coverage of the trial. Honoured in every channel since, without being asked again.

Neither reply came from a larger model. The difference is entirely in the margin — and the fourth note, the one about the trial, is the part no amount of extra intelligence can work out on its own.

What people say

“We stopped publishing one feed and started publishing thousands. People who only ever clicked text are now finishing full videos.”
Priya DesaiHead of Product, Meridian News
“Setup took an afternoon, not a quarter. Fluir sat behind our existing CMS and just started reshaping what people saw.”
Tom FerreiraEngineering Lead, Northbound Media
“The format-matching alone paid for itself. Listeners get audio, skimmers get text, nobody gets the wrong thing anymore.”
Aiko TanakaEditorial Director, Loft & Co.
“Our faith & belief vertical went from an afterthought to our highest return-rate category within two months.”
Marcus WebbGrowth Lead, Harbor Digital
“It's quiet infrastructure, which is exactly what we wanted. No new dashboard our team had to learn.”
Elena RossiVP Content, Fielding Group
01 / 05

Works with what you already run

  • WordPress
  • Contentful
  • Shopify
  • Webflow
  • Sanity
  • Ghost

It fits quietly into what you already have.

No new frontend to build, no migration to plan around. Fluir settles in behind the platform you already run and starts noticing from there.

Demo

Soon

A feed that rearranges itself around the person reading it.

We're building a version you can drive yourself: change who you are, and watch the same library come back in a different order, in a different format. It isn't finished yet.

Frequently asked

The five things people ask before the first call. Anything else, and a person answers.

hello@fluir.co

Video, audio, and text, matched to what a given person responds to, not just the format a piece started in. A match recap, a math problem, a climate report, whatever the content is.

Let your content find whoever it’s for.

Tell us a little about your platform and we’ll be in touch within one business day.

About us

São Paulo · SP · Brasil

We started Fluir because the internet kept handing everyone the same page.

Virtues TechnologyVirtues Technologythe studio behind Fluir

Virtues Technology is a top tech startup working at the vanguard of artificial intelligence and innovation — a small, senior team of engineers, researchers and designers building the systems that decide what people see.

We built the layer we always wished existed: something that sits quietly behind the platforms people already trust, learns the shape of an audience over time, and lets each piece of content find whoever it was meant for.

Personalisation should feel like being known, never like being watched.

01

At the vanguard of AI

Our research team ships frontier work — retrieval, ranking and taste modelling — into production systems, not slide decks.

02

We build for the user

Attention is borrowed, not owned. Every model we ship has to earn its place by making someone's day better, not longer.

03

São Paulo, for the world

Brazilian engineering culture, global ambition. We serve platforms across the Americas and Europe from a single, senior team.