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From the field

Born on the field,
not in a lab.

We don't sell AI. We remove the frictions that cost you time, in your trade, with your tools.

The method in detail

The catalogue

Already deployed across 14 sectors.

We'd rather talk about what we know how to do, sector by sector, not about who. Find yours, open the case that looks like you.

Technical support

Field visits, tickets, client reports.

  • Service reports, ready to send

    The friction

    After every visit, the raw write-up has to be reread, reformatted and illustrated by hand before it goes out to the client.

    What klair automates

    Turns field notes, photos and exports into a branded client report; the team fixes things up in a review workshop, then approves the send.

    The gain

    ≈ 3 h / day handed back to the team

  • The inbox triage that sleeps when you sleep

    The friction

    The shared support inbox overflows with repetitive requests, week after week, and the urgent ones drown for lack of a clear priority.

    What klair automates

    Reads each email, sorts it by type and urgency, drafts a reply, and escalates the sensitive cases to Slack or Teams.

  • A knowledge base fed by your resolved tickets

    The friction

    The same questions keep coming back, and the answer sits in a closed ticket no one can find.

    What klair automates

    Indexes resolved tickets, answers the agent by citing the original resolution, and flags when no past case matches.

  • Your inbox, summed up every week

    The friction

    The shared inbox piles up dozens of messages a week; nothing tells you at a glance what's still waiting for a reply, and the urgent ones drown in the flow.

    What klair automates

    Goes through your week's inbox, groups the messages by topic, lifts the urgent ones to the top, and delivers a clear summary every Monday.

    The gain

    A clear read every week, without reopening everything

Human resources

Payroll, bonuses, employee files.

  • Employee files checked before payroll

    The friction

    Before every payroll run, contracts, supporting documents, bonuses and variables are checked by hand, file by file.

    What klair automates

    Reads the documents, extracts the fields, checks the internal rules, and prepares a payroll file ready to validate.

    The gain

    Less HR data entry, alerts ready before payroll close

  • Bonuses computed against your rules

    The friction

    Each bonus is recomputed employee by employee, in fragile spreadsheets where the smallest error spreads.

    What klair automates

    Imports the data, applies your rules, explains each calculation, then exports the result to payroll.

  • Document onboarding, a complete file on day one

    The friction

    Every new hire means chasing their paperwork, ID, bank details, certificates, and one is always missing on the first day.

    What klair automates

    Requests the documents from the new hire, follows up while any are missing, checks each one, and assembles a complete file ready for day one.

Logistics

Field, rounds, tracking.

  • Field document batches, sorted and reconciled

    The friction

    Field documents arrive as PDF bundles, several items in one file, to be untangled one by one.

    What klair automates

    Splits the batch, classifies each item, extracts and reconciles the data, then flags the anomalies per file.

    The gain

    Less manual sorting, anomalies visible per file

  • From field to office, no retyping

    The friction

    Field readings are keyed into one tool, then copied into another, the same work twice.

    What klair automates

    Structures the readings, checks them, then pushes them straight into the document store, the ERP or the dashboard.

Accounting

Data entry, reconciliations, close.

  • Supplier invoices, prepared for validation

    The friction

    Supplier invoices arrive by email or shared drive, then get keyed one by one into the ERP.

    What klair automates

    Captures each invoice, classifies it, extracts it to your business schema and enriches it from the catalogue, then files it in the ERP after human review.

    The gain

    Up to −80% data entry on standard invoices

  • Missing documents, matched to payments

    The friction

    At close, payments without an invoice and invoices without a payment cost hours.

    What klair automates

    Reads invoices, receipts, tickets and statements, matches them by amount, date and supplier, and surfaces the missing pieces as a list.

    The gain

    Missing documents prioritised before follow-up

  • Expense claims read, checked, exported

    The friction

    Each expense claim is checked by hand, receipt by receipt, cap by cap, and a supporting document is always missing at reimbursement time.

    What klair automates

    Reads each receipt, checks the caps and internal policies, matches the supporting document, then prepares the accounting export.

Legal

Contracts, clauses, risk.

  • Critical clauses extracted, risks flagged

    The friction

    Contracts and tender documents are read line by line to spot obligations, risks and dates, and a detail slips through easily.

    What klair automates

    Extracts the clauses into a requirements matrix, sources each point by page, and summarises the risks to arbitrate.

    The gain

    Analysis prepared, the lawyer focuses on arbitration

  • Contract files assembled

    The friction

    The pieces of a contract file are scattered, and the same key fields get retyped from one document to the next.

    What klair automates

    Reads the documents, extracts the fields, checks completeness, and generates a file ready to validate.

  • Contract deadlines under watch

    The friction

    Key dates sit buried in contracts, auto-renewal, notice, review, and a deadline gets missed for want of an alert.

    What klair automates

    Extracts the key dates from each contract, puts them under watch, and alerts you before every renewal or termination.

  • Agreements and template documents, generated

    The friction

    Every partnership agreement, brochure or template document restarts from an old file, gets fixed field by field, and an outdated clause always lingers.

    What klair automates

    Generates agreements, brochures and template documents from a model and a few fields, company, duration, objectives, ready to review and sign.

Banking & insurance

Files, documents, compliance.

  • Files read, completeness checked

    The friction

    Supporting documents, income, loans and compliance are checked by hand, line by line.

    What klair automates

    Segments and types the PDFs, checks completeness, runs the cross-analyses, and produces a risk summary, with sources to back it.

    The gain

    File ready for the analyst, missing pieces and blockers visible

  • Debt consolidation, pre-assessed

    The friction

    The same checks come back on every consolidation file, one after another.

    What klair automates

    Checks the documents, verifies the consistency of identity, income, banking and loans, computes the debt ratio, then routes the file to an automatic decision or a human review.

Real estate

Leases, mandates, inventories.

  • The property file assembled, ready to sign

    The friction

    Leases, deeds, lots, suppliers and budgets get retyped from one tool to the next, with every new mandate.

    What klair automates

    Reads the documents, extracts the key fields, proposes controlled suggestions, then applies them in the business tool.

    The gain

    Less retyping, a more reliable portfolio

  • Property portfolio under control

    The friction

    Vacancy, deadlines, charges, suppliers and documents are tracked across scattered spreadsheets.

    What klair automates

    Consolidates the portfolio KPIs, the alerts, the per-asset views, the exports and the mapping, with documents attached.

Medical dematerialisation

Reports, prescriptions, forms.

  • Each PDF read, structured, filed

    The friction

    Reports, prescriptions and forms arrive as PDFs, then get keyed in by hand.

    What klair automates

    Classifies each document, extracts its useful fields and attaches it to the right record; uncertainty goes to a human rather than being guessed.

  • Patient forms pre-filled

    The friction

    The same patient information gets copied from one form and one supporting document to the next, over and over.

    What klair automates

    Reads the forms, checks completeness, pre-fills the record, then has a human validate it.

Public service

Citizen requests, official texts.

  • A co-pilot that answers from your texts

    The friction

    Agents answer the same requests by digging through regulations, notices and scattered texts, every time.

    What klair automates

    Searches your internal texts, answers by citing the source, and hands off to the agent whenever the answer is not certain.

  • Citizen files pre-checked

    The friction

    Citizen requests arrive with forms, supporting documents and pieces to verify one by one.

    What klair automates

    Reads the documents, checks completeness, flags anomalies, and presents a file ready for decision.

Administration

Forms, documents, checks.

  • Document reading and pre-filled files

    The friction

    Forms, supporting documents and pieces to check pile up, and the same data entry comes back every day.

    What klair automates

    Ingests the documents, reads and extracts them, runs the checks, then pre-fills the files for validation.

    The gain

    Testable at high volume, humans on the uncertain cases

  • The PDF into structured lines, no guessing

    The friction

    Hundreds of PDFs a week are read, then retyped line by line.

    What klair automates

    Reads and extracts each PDF line by line, checks it and gives it a confidence score, then exports it to JSON, CSV or your API.

  • Incoming mail sorted and routed to the right team

    The friction

    Mail arrives in bulk, scanned paper, PDFs, emails, and every item is read, typed and passed to the right team by hand.

    What klair automates

    Reads each item, scanned paper or email, types it by nature, routes it to the right team and acknowledges receipt.

Food industry

Traceability, quality, deliveries.

  • Quality traceability consolidated

    The friction

    Delivery notes, quality readings, temperatures and non-conformities travel on paper, scan or PDF, impossible to cross-check quickly.

    What klair automates

    Reads the readings, checks the thresholds, consolidates the data per batch, and produces an audit report.

  • Delivery notes matched to invoices

    The friction

    Deliveries, invoices and receipts have to be compared by hand.

    What klair automates

    Extracts delivery notes and invoices, matches them by supplier, date, amount and quantity, and alerts on every discrepancy.

Press & media

Content, languages, channels.

  • One topic, several formats, one approval

    The friction

    Every piece of content has to be researched, written, illustrated and adapted channel by channel, and the pace runs out of steam fast.

    What klair automates

    Researches and proposes topics, drafts, sources the images, generates the formats and tracks topics to avoid duplicates.

    The gain

    Steadier editorial output, a single editor review

  • Source review before publishing

    The friction

    Before publishing, the newsroom checks sources, dates, images and consistency by hand, under deadline pressure.

    What klair automates

    Checks sources, images, duplicates, length and expected format, then exports a file ready to publish.

  • Articles drafted, approved before publishing

    The friction

    Starting from a blank page and keeping up the publishing pace wears the newsroom out fast.

    What klair automates

    Drafts an article from current trends or a theme you choose, always sent for human validation before it's published.

  • A media library that finds itself

    The friction

    Photos and visuals pile up in scattered folders, and finding the right image takes longer than remaking it.

    What klair automates

    Centralises your photos and media into a single library, indexed by keywords and metadata, searchable in a few words.

    The gain

    Every visual found in a few words

Marketing & prospecting

Leads, CRM, prospecting.

  • Sales notes turned into CRM records

    The friction

    Call write-ups and prospecting notes get retyped afterwards, often incomplete.

    What klair automates

    Turns notes, emails or voice memos into a CRM record, with next actions, follow-ups and simple scoring.

  • Leads scored and routed

    The friction

    Leads wait, and the best contacts go cold before anyone calls them back.

    What klair automates

    Reads and enriches each form, scores the lead by fit and intent, assigns it to the right rep, then follows up.

  • Lead nurturing that lets nothing go cold

    The friction

    A prospect fills in a form, then nothing personal reaches them, and interest fades for lack of steady follow-up.

    What klair automates

    Sends a first email within the minutes after the form, schedules follow-ups after a silence, enriches the contact's data, and tailors the pitch to each company, all wired to your CRM.

    The gain

    No lead left without a follow-up

  • Social media on assisted autopilot

    The friction

    Answering messages and comments, publishing on every platform and tracking your sector's trends takes time no one has.

    What klair automates

    Answers recurring messages and comments automatically, publishes in one click to Instagram, LinkedIn or TikTok, and sends you a weekly recap of your sector's trends from your own sources.

Industry

Machines, production, readings.

  • Supplier quote into a purchase request

    The friction

    Quotes received by email get retyped into purchase requests, then archived by hand.

    What klair automates

    Extracts the quote, runs it through the approval flow, turns it into a purchase request, then archives it in the document store.

    The gain

    Standardised purchase requests, less retyping

  • Machine readings pushed live

    The friction

    Service reports, machine readings and production checks are keyed in, then copied over.

    What klair automates

    Captures the readings on the floor, structures and checks the data, then pushes it into the ERP or the dashboard.

It's simple, it's Klair.

AI accelerates. Software structures. Humans decide.

Don't see your case here? Describe your own, as it is. Every solution on this page started as a single sentence.

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