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Featured · Data & analytics

Integrations in B2B Analysis: How to Optimize Business Data

Your sales data is in Salesforce, campaigns in Google Ads, accounting in Stripe-and no one talks to anyone. Integration changes everything: 7,000+ apps that can be connected without writing code, leads that sync automatically, executive reports that compile themselves. Zapier democratizes what previously required dedicated technical teams. As a Zapier Solution Partner, we help SMEs build data pipelines that turn fragmentation into competitive advantage.

Fabio Lauria
Sep 8, 2026Exponential Smoothing Explained from Basics to ForecastsFabio LauriaData & analytics
Sep 7, 2026ARIMA Models Explained: A Practical Guide to ForecastingFabio LauriaData & analytics
Sep 4, 2026ELECTRE Method Explained: A Practical Decision GuideFabio LauriaAI Strategy
Sep 2, 2026Autocorrelation Analysis: A Practical GuideFabio LauriaData & analytics
Sep 1, 2026Sanctions Screening Guide: How Compliance Really WorksFabio LauriaGovernance & Compliance
Aug 31, 2026Missing Data Imputation: A Business Analytics GuideFabio LauriaData & analytics
Aug 26, 2026Customer lifetime value: the complete guide for SMEsFabio LauriaBusiness
Aug 25, 2026What Does “Follow-Up” Mean: Effective Strategies for 2026Fabio LauriaSME Operations
Aug 24, 2026Mandatory energy audit: 2026 guideFabio LauriaBusiness
Aug 19, 2026Corporate data security: practical guide for SMEs in 2026Fabio LauriaBusiness
Aug 17, 2026Behavioral segmentation: what it is and how to apply itFabio LauriaBusiness
Aug 14, 2026Latin Hypercube Sampling complete guide for SMEsFabio LauriaBusiness

Podcasts

AI Frontiers

aifrontiers.electe.net

Deep dives on where applied AI is heading. Weekly.

Delete the Tie. The Inference Stays.Sep 3, 2026 · 3 minYour Data Isn't the Asset. The Inference Is.Aug 27, 2026 · 3 minWhen Execution Becomes CallableAug 20, 2026 · 3 min
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The ELECTE Review

thereview.electe.net

The week's AI and business news, reviewed in 5 minutes. Daily.

ARIMA Models Explained: A Practical Guide to ForecastingSep 7, 2026 · 2 minELECTRE Method Explained: A Practical Decision GuideSep 4, 2026 · 3 minAutocorrelation Analysis: A Practical GuideSep 2, 2026 · 2 min
thereview.electe.net ↗RSS feed ↗Archive →

Publications

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WhitepaperAI for European SMEs: The 2026 PlaybookThe 34-page playbook for putting AI to work in a European SME: what to automate, what to keep human, and how to stay inside the EU rulebook. Free PDF, or in your store of choice.Read →PaperThe B+ Trap: How AI Compresses the Creative Spectrum — And What a Rebel Architecture Could ChangeWhy generative systems converge on competent-but-unremarkable output, and an architectural argument for preserving the tails of the creative distribution.Read →

Latest thoughts

Notes from the people behind ELECTE — unedited, in the language they wrote them.

Fabio Lauria
Per-token prices keep collapsing. Reasoning models burn multiples more tokens per task. Net effect: your usage bill rises while unit compute falls — and essentially no contract has a downward repricing clause.on BlueskyOutcome-based pricing isn't vendors caring about your ROI. It's vendors who can no longer afford to eat a 23%-of-revenue inference bill. Same 94% of CEOs who say seat pricing still matches their value are killing it anyway. That's not a value decision. It's a margin decision, dressed up.on ThreadsEveryone treats latency like a speedometer, a number to shave down when they get around to it. It is not a spec — it is a tax on every interaction, and your users pay it whether or not your feature ever lands. @electesrlon InstagramEveryone assumes the shift away from seat-based SaaS pricing is a fairness revolution. 97% of SaaS CEOs plan to retire seat pricing within two years — while 94% admit seat pricing still matches their product's value. That gap is the entire story. — Fabio Lauria (@fabiolauria92) Sep 7, 2026View on X17.7% of US small firms have actually paid for an AI tool. 55% say they use one. That gap is free-tier ROI, unpriced. Gartner sees SMB entry cost hitting zero by 2027. Free is acquisition cost, not price.on BlueskyThe dubbing industry as we know it has maybe eighteen months left, and almost nobody in localization is ready. The winners will be the voice actors who stop selling sessions and start licensing their cloned voice like real estate, collecting rent on every language they never actually spoke. @electesrlon InstagramSmall businesses aren't behind on AI. They're just too small to waste money on it properly. 95% of enterprise pilots produce nothing while the median SMB spends 8k a year and gets real gains. The catch: most of that ROI is running on free tiers nobody has priced yet.on ThreadsYou can delete a contact, unfollow a friend, wipe your whole account — and the platform still knows who you are, because it never needed your permission to connect the dots around you. This week I wrote about the social graph: you consent to what you share, but the inferences built from everyone else's data outlive anything you erase, and that's the privacy problem nobody wants to own. @electesrlon InstagramField note from a year of SME implementations, and the data now backs what we kept seeing.The conventional framing is that small firms are catching up to enterprises on AI. The numbers say the opposite.MIT's NANDA study found 95% of enterprise generative-AI pilots deliver no measurable P&L impact. Enterprises spent $37B on generative AI in 2025. The median AI-adopting small business spent $8,200 for the year, and 80%+ of AI-using SMBs report productivity gains. By August 2025 the SBA measured large-firm production AI use at 10.5% against 8.8% for small firms, down from a 1.8x gap in early 2024.Small firms aren't winning because they're clever. They're winning because a five-person team can change a process on Tuesday. A 5,000-person org needs a change board.But here's what most commentary skips. JPMorgan Chase Institute transaction data shows only 17.7% of US small businesses have actually paid for an AI tool, versus 55% claiming to use one. Most of that celebrated SME ROI is running on free tiers, and Gartner expects SMB entry cost to trend toward zero by 2027. Free is the acquisition cost, not the price.So the real question for European SMEs isn't which tool, it's what you own when the meter turns back on.Which of your AI-driven gains survive a vendor swap? And who in your business owns the process documentation, not the prompts?on LinkedInEveryone says SMEs are falling behind on AI. Then MIT's NANDA report found 95% of enterprise generative-AI pilots produce zero measurable P&L impact. The median AI-adopting small business spends $8,200 a year and gets results. Scale isn't the advantage here. It's the handicap. — Fabio Lauria (@fabiolauria92) Sep 4, 2026View on XThe AI Act's real SME clause is Art. 25: substantially modify a high-risk system and you inherit provider duties. So SMEs don't fine-tune. That's not safety, that's a moat.on BlueskyWe spent years shaving milliseconds off response time, then watched users trust the slower model that showed its work. Turns out people do not want the fastest answer, they want to believe the answer was earned. @electesrlon Instagram
Anne Anderson
General AI isn’t always the best bit. Find out in the video why domain-specific models can suit you better.on InstagramA forecast can look perfectly solid on Monday and miss by Wednesday — because today's sales are secretly leaning on yesterday's. This week's essentials: autocorrelation, missing data, sanctions screening, and why "valid" XML isn't the same as "reliable".  x.com/i/article/209522249955… — @ElecteSrl Sep 7, 2026View on XNot all data is equal. Find out in the video how SMEs can classify and control their data smartly.on InstagramYou cannot forecast what you refuse to understand. Autocorrelation is the diagnostic that separates guesswork from signal.  electe.net/post/autocorrelat… — @ElecteSrl Sep 2, 2026View on X

More from ELECTE

Newsletter · every Thursday

Weekly analysis, 100,000+ subscribers.

AI, forecasting, and strategy for European business leaders. English and Italian editions.

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The ELECTE Quarterly

A print-replica journal on AI and judgment.

Current issue, archive, and subscriptions on its own site.

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ELECTE Radio24/7A continuous lo-fi stream from ELECTE — ambient beats for focus, reading, and deep work. Press play, leave it on.Listen →
Merch

The ELECTE Merch

Six products, made in the house style. Sold on its own site.

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Digest · Every Monday

The five-minute weekly recap.

What matters for running an SME — practical and actionable. English, on LinkedIn.

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