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Customers

AI workers in use at real companies.

Up to 3% of warranty payout saved. Defect reports read in about a minute. Each result is measured against how the work ran before.

Book an AI assessmentRead the stories

It starts with a short call with our AI experts.

In short

Attentions builds private AI workers that do routine work for large companies. Here are four in use today, each with how the work ran before and what changed. Every number was measured, and a person makes the final decision.

  • Warranty
  • Vehicle reliability
  • Finance
  • Dental care
Measured results

Numbers we measured, not promised.

Only measured numbers appear here. Each one has a baseline: how the work ran before.

Money and effort saved

Less paid out, fewer hours spent.

  • Up to 3%

    of warranty payout saved

    Warranty Assist

  • about 10

    full-time roles of manual matching freed

    Voucher Matching

  • 60%

    less effort on D1 and D2, the first two steps of a defect investigation

    ReliabilityAtlas

Time saved

The same work, done in minutes.

  • from 2 hours to 5 minutes

    to match a payment voucher with its papers

    Voucher Matching

  • about 1 minute

    to read a defect report, not 20 to 30 minutes

    ReliabilityAtlas

  • 12 years

    of reports, answerable in minutes

    ReliabilityAtlas

Every story

Every story at a glance.

Four stories. Pick one to read it in full.

Trucks parked in rows, seen from above.
In production

Warranty Assist

Warranty Assist checks each warranty claim against your past claims. Every flag comes with its proof, and your expert makes the call.

Up to 3%of warranty payout saved

Read the story

  • A truck depot beside a warehouse, seen from the air.
    In production

    ReliabilityAtlas

    A global truck maker

    Reads defect reports and links them to years of history.

    about 1 minuteto read a defect report

    Read the story

  • A tall stack of papers and receipts.
    Results measured

    Voucher Matching

    A large business group in the UAE

    Matches each payment voucher with its five other papers.

    from 2 hours to 5 minutesto match one payment voucher

    Read the story

  • An empty dental treatment room with a chair and a screen.
    In production

    DentalOS

    A dental care company in the US

    Runs the dental front desk, the visit notes and insurance forms.

    4modules in production

    Read the story

  • Your process

    Tell us about one slow process.

    Book an AI assessment
Story 1 of 4: Warranty Assist

Warranty claims, checked with proof.

Two rows of parked trucks, seen from above.

At a glance

Area
Warranty
AI worker
Warranty Assist
Status
In production

  1. 01

    Before

    Rules raised hundreds of alerts, and most were harmless. The risky claims were hard to spot.

  2. 02

    What the AI worker does

    Warranty Assist reads each claim with its photos, invoices, odometer readings and service history. It flags reused, altered or forged evidence and repairs outside the warranty rules. Every flag comes with its proof, and your expert makes the final decision.

    • Pay
    • Refer
    • Reject

  3. 03

    Result

    • Up to 3%

      of warranty payout saved

Warranty Assist. Find the evidence. Make better decisions.

How Warranty Assist worksBook a demo of Warranty Assist
Story 2 of 4: ReliabilityAtlas · A global truck maker

Defect reports, read in about a minute.

Trucks move around a depot and a warehouse, seen from the air.

At a glance

Customer
A global truck maker
Area
Vehicle reliability
AI worker
ReliabilityAtlas
Status
In production

  1. 01

    Before

    Engineers spent 20 to 30 minutes reading each defect report. The answers sat in complaints, fault codes, repair notes and photos.

  2. 02

    What the AI worker does

    ReliabilityAtlas reads a report in about a minute and links it to years of past cases. Technicians ask Fix Advisor what to check first. Every answer links to its source report, and your engineers make the final decision.

    • Resolve
    • Investigate
    • Escalate

  3. 03

    Results

    Defect reports read in about a minute, not 20 to 30.

    • 60%

      less effort on D1 and D2, the first two steps of a defect investigation

    • 99%

      extraction confidence

    • 12 years

      of reports, answerable in minutes

ReliabilityAtlas. Understand the problem. Make better decisions.

How ReliabilityAtlas worksBook a demo of ReliabilityAtlas
Story 3 of 4: Voucher Matching · A large business group in the UAE

Payment vouchers, matched in minutes.

A tall stack of papers and receipts.

At a glance

Customer
A large business group in the UAE
Area
Finance
AI worker
Voucher Matching
Status
Results measured

Before

About two hours per voucher.

Now

About five minutes per voucher.

Same checks. Now each one comes with proof.

  1. 01

    Before

    Each payment needs six documents to agree. Checking one took about two hours.

  2. 02

    What the AI worker does

    Voucher Matching reads all six. It checks amounts, tax and references, and shows the page and line for each check. Anything unclear goes to finance, with the reason, and finance makes the final decision.

    • Release
    • Review
    • Hold

  3. 03

    Results

    • from 2 hours to 5 minutes

      to match a payment voucher with its papers

    • about 10

      full-time roles of manual matching freed

Voucher Matching. Match every document. Make better decisions.

How Voucher Matching worksBook a demo of Voucher Matching
Story 4 of 4: DentalOS · A dental care company in the US

Front desk, notes and insurance, in one system.

An empty dental treatment room with a chair and a screen.

At a glance

Customer
A dental care company in the US
Area
Dental care
Product
DentalOS
Status
In production

  1. 01

    What we built

    We built DentalOS with a dental care company in the US. One system runs the whole dental visit: calls and bookings, check-in, the visit notes and insurance forms. The doctor approves every note.

  2. 02

    Scope

    • 4

      modules in production

    • Front deskAnswers calls and WhatsApp messages, and books visits.
    • Doctor assistShows the patient's history, with what matters highlighted.
    • ScribeWrites the visit notes. The doctor approves every note.
    • Insurance and recordsFills insurance forms from the patient's record.

DentalOS. Run the whole visit. Make better decisions.

How DentalOS worksBook a demo of DentalOSBuild your product with us
How we count value

Four ways we count the value.

Before we start, we measure how the work runs today. Every result is counted against that baseline.

  • Cash saved

    Money that stops going out, like a claim you no longer pay by mistake.

  • Cost avoided

    Spend you no longer need, like extra hands in a busy month.

  • Time freed

    Hours your people get back for work that needs them.

  • Revenue gained

    New income, like more cases handled in the same week.

How we count

  1. 01

    Baseline

    In Week 1 we measure how the work runs today: time, cost and errors.

  2. 02

    Count

    After launch we count the change against that baseline, in the four ways above.

  3. 03

    Confirm

    Your CFO confirms each number before we call it a result.

Questions

Questions about the results.

Short answers. Our AI experts take the rest on the first call.

How we keep your data safe

What results have your AI workers delivered?

Up to 3% of warranty payout saved. Defect reports read in about a minute, not 20 to 30. Payment vouchers matched in about 5 minutes, not 2 hours.

How do you measure a result?

Before we start, we measure how the work runs today: time, cost and errors. After launch, we count the change against that baseline.

Who makes the final decision?

Your people do. Every flag comes with its proof, and your expert makes the call.

Why don't the stories name the company?

Our agreements keep each use case private. So each story names the work and the result, never the company.

Where does our data go?

Your AI runs on your servers or in your region. Your data is never used to train models.

How do we find out what AI can do for us?

Book a 2-week AI assessment. On Day 10 you get a roadmap and a clear choice: start a pilot, plan more, or pause.

Your process could be the next story.

Pick one slow, costly process. In two weeks you will know if AI can fix it, and what it is worth.

Book an AI assessment

It starts with a short call with our AI experts.

Book an AI assessment