The Kyklos blog

Data, decoded by the people who work with it

Insights, methods and real-world cases to structure, secure and use your data with AI.

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Data ManagementUne journée par semaine à chercher vos propres chiffres

Une journée par semaine à chercher vos propres chiffres

McKinsey chiffre à 1 h 48 par jour le temps passé à chercher de l'information. Pour un dirigeant, c'est une journée par semaine à reconstituer ce que l'entreprise possède déjà.

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Data ManagementTrop de logiciels : le vrai coût du jonglage quotidien

Trop de logiciels : le vrai coût du jonglage quotidien

1 200 bascules d'un outil à l'autre par jour, cinq semaines de travail par an. Le coût réel du jonglage logiciel pour un dirigeant de PME, et ce qui le fait vraiment baisser.

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AIL'IA pour un dirigeant de PME : ce qui change vraiment

L'IA pour un dirigeant de PME : ce qui change vraiment

Ni révolution ni gadget. Ce que l'IA change concrètement dans le pilotage d'une PME, les trois usages qui tiennent la route, et la séquence qui évite l'échec.

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AIAdoption de l'IA par les TPE/PME françaises : état des lieux

Adoption de l'IA par les TPE/PME françaises : état des lieux

De 31 % à 55 % en douze mois selon Bpifrance. Mais 17 % seulement en usage régulier. Les chiffres 2026 de l'adoption de l'IA en PME, et les cinq freins réels.

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SecurityShadow AI : les risques d'une IA utilisée sans cadre

Shadow AI : les risques d'une IA utilisée sans cadre

20 % des violations de données impliquent une IA non encadrée, avec 670 000 $ de surcoût. Les cinq risques réels du shadow AI, et pourquoi l'interdiction ne marche pas.

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Data ManagementFrankenstack : quand votre SI devient un monstre recousu

Frankenstack : quand votre SI devient un monstre recousu

Des outils excellents, reliés par des exports et des copier-coller. Sept symptômes pour diagnostiquer votre frankenstack, et la méthode en cinq étapes pour en sortir.

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AIAI hallucinations: why your assistant makes up numbers

AI hallucinations: why your assistant makes up numbers

An AI plugged into scattered data invents plausible answers. Why hallucinations are a data problem — and how to eliminate them.

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AIAI projects: why data quality is the real ROI

AI projects: why data quality is the real ROI

80% of AI projects fail because of unprepared data. Here's why data quality is AI's real ROI lever.

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SecurityWhy pasting your data into ChatGPT isn't a solution (and is dangerous)

Why pasting your data into ChatGPT isn't a solution (and is dangerous)

Copy-pasting business data into ChatGPT seems convenient. In reality it's risky, unreliable and non-compliant. Here's the right approach.

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CRMCRM: the 7 data mistakes that cost you dearly (and how to avoid them)

CRM: the 7 data mistakes that cost you dearly (and how to avoid them)

Duplicates, empty fields, manual imports… The 7 most common data mistakes in SME CRMs, and how to fix them.

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Excel10 Excel mistakes costing your SME €50K a year

10 Excel mistakes costing your SME €50K a year

Broken formulas, multiple versions, re-typing… These 10 Excel mistakes are expensive. How to spot and eliminate them.

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SecurityEnterprise data security: stakes, risks and solutions for 2026

Enterprise data security: stakes, risks and solutions for 2026

GDPR, encryption, access governance: the complete overview of enterprise data security for 2026.

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Data ManagementData & you #1: what is data, actually?

Data & you #1: what is data, actually?

First episode of our educational series: what data is, its formats, and why it's the foundation of your reporting.

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Data ManagementAutomated Data Processing: what it really means for your business

Automated Data Processing: what it really means for your business

Automated data processing without the jargon: what it is, what it changes in practice, and where to start.

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Data ManagementDigitalization & e-invoicing: Italy shows the future of French accounting firms

Digitalization & e-invoicing: Italy shows the future of French accounting firms

Italy generalized e-invoicing years ago. What its experience tells us about the future of French firms.

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Data ManagementReal-time cash flow: 5 steps to automate your cash tracking

Real-time cash flow: 5 steps to automate your cash tracking

Stop managing your cash in an outdated spreadsheet. 5 concrete steps to automated, reliable cash flow tracking.

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Data ManagementE-invoicing: the reform reshaping the accountant / SME relationship

E-invoicing: the reform reshaping the accountant / SME relationship

The e-invoicing reform is deeply transforming the relationship between firms and SMEs. Analysis.

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