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Customer stories

Four institutions.
Four decisions that changed a quarter.

A six-site hospital group, a lakeside resort, an eight-partner law firm and a national regulator. One engine underneath all four, with the taxonomy, the languages, the copy and the site dimension built around each of them.

Healthcare

Six-site private hospital group

300 messages. One broken callback. Nine days to the fix.

A private hospital group running outpatient, maternity, laboratory, imaging, dental and occupational health across six sites wanted a decision channel for the people who never appear in a satisfaction survey: the ones who came for a test and left.

6

Sites reporting live

8

Languages accepted

300

Messages in 14 days

12

Decisions surfaced unaided

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Hospitality

Lakeside golf resort and spa

The first finding was six reviews Yves had already quarantined.

Rooms and suites, an 18-hole championship course, a marina, six restaurants and bars, a spa and health club, and eight conference spaces. Nine distinct guest experiences, all reporting into one number that told management nothing.

9

Guest surfaces, one taxonomy

8

Languages accepted

306

Messages in the first window

11

Coordinated rows caught

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Legal and professional services

Commercial disputes firm

Eight lawyers. Six audiences. One of them gets billed.

A firm that is also a public practice: a law faculty lecturer, a convener of a centre for law and emerging technologies, a regular voice before parliamentary committees. Every talk fills a room with people who have a reaction and a route to nobody.

6

Distinct audiences

47/280

From keynote delegates

6

Languages accepted

1

Human approval gate

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Government and regulation

National standards regulator

The deployment that taught Yves to publish its own uncertainty.

The first Yves installation, and the one that set the rules every deployment since has been built to. A regulator publishes figures it will have to defend in front of a committee.

±4.2

Points, on every headline share

12

Detection rules, all published

100%

Tenant isolation at the data layer

100%

AI generations archived verbatim

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Transport

Metropolitan transit authority

A thousand messages about one delay, and the twelve that mattered.

A metro network carrying 1.4 million journeys a week, where every disruption produced more feedback in an hour than the team could read in a fortnight.

62

Stations reporting

1.4M

Weekly journeys covered

11

Languages accepted

9/11

Delay reports about information

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Housing

Social housing group

Twelve words for one wall, and four months of warning.

A social landlord managing eighteen thousand homes, where one structural defect arrived under a dozen different descriptions and reset the ticket counter every single time.

18k

Homes covered

4 months

Of warning already in the corpus

12

Vocabularies for one defect

3+

Contacts becomes an escalation

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In their words

What leadership says after a month

9 days

from identification to resolution

Yves identified recurring results-callback delays in week one and traced them to a single handoff. We resolved the operational issue in nine days.

Chief operating officer · Six-site private hospital group

11

coordinated campaigns flagged in week one

In our first week, Yves quarantined six fraudulent reviews and flagged the coordination signature across them. Our feedback stream has remained reliable since.

General manager · Lakeside golf resort and spa

47/280

messages identified from conference attendees

We serve multiple distinct client segments. Yves separated and analyzed submissions across all groups without requiring separate intake channels.

Managing partner · Commercial disputes firm

±4.2%

standard confidence interval reported

Every metric includes a confidence interval. Our leadership reviews verified figures and focuses discussions entirely on operational action.

Head of quality assurance · National standards regulator

Disclosure

Deployment details on these pages cover languages, sites, message counts, integrity results and deployment model, drawn from live and pilot Yves installations. Institutions are described by sector and scale. Quotations are illustrative composites written by us and attributed to a role. Where a figure came from a seeded demonstration corpus, the story says so in the body.

Next step

Be the fifth.

Seven days, your own tenant, your own taxonomy, and a decision you can act on before it ends.