Mexican retail e-commerce grew 19.2% in 2025 to 941 billion pesos while national GDP grew 0.8% — 24 times faster than the economy as a whole.

Caveat: 24x is 19.2 ÷ 0.8; AMVO press summary as published by produ.com

AMVO, Estudio de Venta Online 2026 (press version, via produ.com) 2026PressAccessed 2026-09-22

Mexico's base of digital buyers doubled in seven years to 77.2 million people in 2025, and 7 in 10 of them already shop across physical and digital channels.

Caveat: AMVO's full study is members-only; press summary as published by produ.com

AMVO, Estudio de Venta Online 2026 (press version, via produ.com) 2026PressAccessed 2026-09-22

83.1% of Mexico's population aged 6 and older used the internet in 2024, and 73.6% of households had an internet connection.

INEGI / IFT, ENDUTIH 2024 (comunicado 57/25) 2025Primary dataAccessed 2026-09-22

Only 23.5% of Mexico's micro economic units use the internet to operate, versus 93.1% of large ones — and micro units are 95.5% of all economic units in the country.

Caveat: INEGI counts economic units, not registered companies; large = 251+ people; 2023 data

INEGI, Censos Económicos 2024 (Estadísticas a propósito del Día de las MIPYMES 2025) 2025Primary dataAccessed 2026-09-22

Just 5.5% of Mexico's economic units — 302,394 of 5,451,113 — sell through the internet; among micro units it is 4.4%.

Caveat: Economic units, not companies; 2023 data

INEGI, Censos Económicos 2024 (Estadísticas a propósito del Día de las MIPYMES 2025) 2025Primary dataAccessed 2026-09-22

Mobile technologies and services generated $550 billion of economic value in Latin America in 2024, 8.2% of regional GDP, on track for $680 billion by 2030.

Caveat: Latin America as a region, not Mexico alone

GSMA Intelligence, The Mobile Economy Latin America 2025 2025Primary dataAccessed 2026-09-22

73.3% of consumers prefer messaging when communicating with a business, and 74.6% trust a business more when they can message it.

Caveat: Aggregate of 22 markets including Mexico (11,056 adults); Meta's own research

Meta / WhatsApp Business, State of Business Messaging 2026 2026Vendor researchAccessed 2026-09-22

94% of Mexican small-business owners say digitalization gives them a competitive advantage, but only 30% use a CRM.

Caveat: Vendor survey (GoDaddy sells the tools)

GoDaddy, Observatorio de Digitalización 2024 (México) 2024Vendor researchAccessed 2026-09-22

A 0.1-second improvement in mobile site speed lifted retail conversions 8.4%, spend per user 9.2% and travel conversions 10.1%, across 30+ million sessions on 37 brand sites.

Caveat: Study commissioned by Google; 37 European and US brand sites

Google / Deloitte Digital, "Milliseconds Make Millions" (web.dev) 2020Vendor researchAccessed 2026-09-22

E-commerce conversion rate falls from 3.05% at a 1-second load time to 0.67% at 4 seconds, across 100M+ pageviews on 20 sites.

Caveat: E-commerce sites only; Portent's own dataset

Portent, "Site Speed is (Still) Impacting Your Conversion Rate" 2022Vendor researchAccessed 2026-09-22

Only 48% of mobile websites passed all three Core Web Vitals in 2025 (36% in 2023, 44% in 2024); desktop reached 56%.

Caveat: Real-user Chrome data (CrUX), mobile

HTTP Archive, Web Almanac 2025 — Performance chapter 2025Primary dataAccessed 2026-09-22

Vodafone saw 8% more sales after improving Largest Contentful Paint by 31%, and Redbus raised mobile conversion 80–100% after fixing its Core Web Vitals.

Caveat: Google-published case studies; results specific to each company

Google web.dev, "The business impact of Core Web Vitals" 2021Vendor researchAccessed 2026-09-22

Rakuten 24 lifted revenue per visitor 53.37% and conversion rate 33.13% after improving its Core Web Vitals, mostly through layout stability.

Caveat: Gains came mainly from layout stability (CLS), not raw load speed

Google web.dev, Rakuten 24 case study 2022Vendor researchAccessed 2026-09-22

Mobile generates 69.9% of web traffic, yet desktop conversion rates are 74% higher than mobile, across 99 billion sessions on 6,000+ sites.

Caveat: 6,000+ sites, Q4 2024–Q4 2025; Contentsquare customer data

Contentsquare, 2026 Digital Experience Benchmark 2026Vendor researchAccessed 2026-09-22

95.9% of the top one million home pages had detectable WCAG 2 failures in 2026, averaging 56.1 errors per page, up from 94.8% and 51 errors the year before.

Caveat: Automated detection on home pages only

WebAIM, The WebAIM Million 2026 2026Primary dataAccessed 2026-09-22

An estimated 1.3 billion people, 16% of the world's population or 1 in 6, experience significant disability.

World Health Organization, "Disability and health" fact sheet 2023Primary dataAccessed 2026-09-22

70.22% of online shopping carts are abandoned; better checkout design lifts conversion 35.26% on large e-commerce sites, and roughly $260 billion in orders is recoverable across the US and EU.

Caveat: Meta-analysis of 50 studies; the +35.26% applies to large e-commerce sites

Baymard Institute, Cart Abandonment Rate Statistics 2025Primary dataAccessed 2026-09-22

40% of shoppers abandon a checkout over extra costs such as shipping, taxes or fees, 18% because the site forced them to create an account, and the average US checkout shows 23.48 form elements by default.

Caveat: Reasons come from Baymard's abandonment survey, a separate dataset from the 70.22% average

Baymard Institute, Cart Abandonment Rate Statistics (reasons survey) 2025Primary dataAccessed 2026-09-22

17.7% of retail sales in Mexico now happen online, the 8th-highest e-commerce penetration in the world, and 82% of Mexican digital buyers say user experience decides where they buy.

Caveat: AMVO's full study is members-only; figures from AMVO's public summary

AMVO, Estudio de Venta Online 2026 (public summary) 2026Primary dataAccessed 2026-09-22

Global retail e-commerce reached $6.419 trillion in 2025, 20.5% of all retail sales (19.9% in 2024), and EMARKETER's forecast puts it at 22.5% by 2028.

Caveat: The 22.5% (2028) figure is from EMARKETER's Feb 2025 forecast chart

EMARKETER, "Ecommerce to account for more than 20% of worldwide retail sales" 2025Primary dataAccessed 2026-09-22

Consumers spent 5.3 trillion hours in mobile apps in 2025 — about 3.6 hours a day per mobile user — and in-app spending reached $167 billion.

Caveat: iOS and Google Play only; $167B covers in-app purchases and paid apps

Sensor Tower, State of Mobile 2026 2026Primary dataAccessed 2026-09-22

Desk workers report spending 41% of their time on tasks that are “low value, repetitive or lack meaningful contribution to their core job functions” — about two workdays a week.

Caveat: Self-reported; 10,281 desk workers in six countries (Mexico not included)

Slack Workforce Index (Slack / Salesforce) 2024Vendor researchAccessed 2026-09-22

A Forrester Total Economic Impact study commissioned by Microsoft found a 248% three-year ROI from process automation, with payback in under six months.

Caveat: Commissioned by Microsoft; based on a composite organization

Forrester Total Economic Impact study, commissioned by Microsoft (Power Automate) 2024Vendor researchAccessed 2026-09-22

One n8n workflow at Delivery Hero, built in about five hours, removed more than 200 hours of employee downtime a month by automating some 800 account-lockout requests.

Caveat: Employee downtime removed, not IT staff time; vendor case study

n8n, Delivery Hero case study 2024Vendor researchAccessed 2026-09-22

MIT Sloan Management Review estimates the cost of bad data at 15% to 25% of revenue for most companies.

Caveat: Expert estimate (Thomas C. Redman, 2017), not a measurement

MIT Sloan Management Review, "Seizing Opportunity in Data Quality" (Thomas C. Redman) 2017AcademicAccessed 2026-09-22

Only 25% of AI initiatives delivered the ROI their CEOs expected, and only 16% scaled enterprise-wide, according to a survey of 2,000 CEOs in 33 countries.

Caveat: CEO self-report, not measured ROI

IBM Institute for Business Value, CEO Study 2025 2025Vendor researchAccessed 2026-09-22

In a controlled experiment, developers using an AI coding assistant completed a programming task 55.8% faster than the control group.

Caveat: Single task (a JavaScript HTTP server); arXiv preprint with two GitHub-affiliated authors

Peng, Kalliamvakou, Cihon & Demirer, "The Impact of AI on Developer Productivity" (arXiv 2302.06590) 2023AcademicAccessed 2026-09-22

In a randomized trial at Accenture, developers with an AI assistant raised their pull-request merge rate 15%, opened 8.69% more pull requests, and 70% reported much less mental effort on repetitive tasks.

Caveat: GitHub's own research

GitHub research with Accenture 2024Vendor researchAccessed 2026-09-22

74% of technology and business leaders expect their organizations to be using AI agents at least moderately by 2027, but only 21% report a mature governance model for them.

Caveat: “At least moderately”; 3,235 leaders across 24 countries

Deloitte, "Agentic AI is scaling faster than guardrails" 2026Primary dataAccessed 2026-09-22

Only 4.8% of Mexican manufacturing firms with more than ten employees use AI, versus an OECD average of 19.1%; adoption is associated with 18.8% higher gross production and 5.4% higher pay per worker.

Caveat: Association, not causation; Secretaría de Economía analysis of INEGI census data

Secretaría de Economía (Gobierno de México), press release on INEGI Censos Económicos 2024 2026Primary dataAccessed 2026-09-22

Gartner predicts agentic AI will autonomously resolve 80% of common customer service issues without human intervention by 2029, cutting operational costs 30%.

Caveat: “Common” issues, not all support volume; Gartner, Inc. press release, March 5, 2025

Gartner, Inc., press release, March 5, 2025 2025Primary dataAccessed 2026-09-22

61% of customers would rather use self-service to resolve simple issues; AI resolved 30% of service cases in 2025 and is expected to reach 50% by 2027.

Caveat: Vendor survey (Salesforce)

Salesforce, Customer Service Statistics (State of Service / State of the Connected Customer) 2025Vendor researchAccessed 2026-09-22

For more than 90% of mid-size and large enterprises, a single hour of downtime now costs over $300,000, and 41% say it costs $1 million to over $5 million.

Caveat: Self-published survey; mid-size and large enterprises

ITIC, 2024 Hourly Cost of Downtime Report 2024Primary dataAccessed 2026-09-22

Unplanned downtime costs the world's 2,000 largest companies $600 billion a year, up 50% in two years — $15,000 a minute, or $250 every second.

Caveat: Survey of 2,000 executives at Global 2000 companies; Splunk (Cisco) with Oxford Economics

Splunk / Oxford Economics, "The Hidden Costs of Downtime" (Cisco Newsroom) 2026Vendor researchAccessed 2026-09-22

Poor software quality cost the US economy at least $2.41 trillion in 2022 — more than 10% of GDP — including about $1.8 trillion from operational failures.

Caveat: Author's extrapolation from secondary sources; GDP share derived from a $23.35T GDP

CISQ, "The Cost of Poor Software Quality in the US: A 2022 Report" (Herb Krasner) 2022Primary dataAccessed 2026-09-22

US organizations carry about $1.52 trillion in accumulated software technical debt — the principal alone, before any interest.

Caveat: 2020 estimate ($1.31T) escalated for inflation, not re-measured

CISQ, "The Cost of Poor Software Quality in the US: A 2022 Report" 2022Primary dataAccessed 2026-09-22

The average developer spends 13.5 of 41.1 weekly hours — 33% of the week — addressing technical debt instead of building new things.

Caveat: CISQ's figure; a 2019 Scandinavian study put it at 23%

CISQ, "The Cost of Poor Software Quality in the US: A 2022 Report" (Executive Summary) 2022Primary dataAccessed 2026-09-22

US organizations lose $260 billion a year on unsuccessful software projects and $520 billion maintaining legacy systems, per CISQ's 2020 baseline restated in its 2022 report.

Caveat: 2020 figures, carried unchanged into the 2022 report

CISQ, 2020 baseline restated in "The Cost of Poor Software Quality in the US: A 2022 Report" (appendix) 2020Primary dataAccessed 2026-09-22

The US federal government spends more than $100 billion a year on IT, and agencies typically report about 80% of it going to operating and maintaining existing systems — some of them 23 to 60 years old.

U.S. Government Accountability Office, GAO-25-107795 2025Primary dataAccessed 2026-09-22

Mexico's IT services market is forecast to grow from $21.28 billion in 2025 to $37.28 billion by 2030, an 11.87% CAGR, with the SME segment growing fastest at 14.90%.

Caveat: Analyst forecast, not measured spend

Mordor Intelligence, Mexico IT Services Market 2025Primary dataAccessed 2026-09-22

The global average cost of a data breach reached a record $4.99 million in 2026, a 12% increase over the previous year.

Caveat: Vendor-published research (IBM)

IBM, Cost of a Data Breach Report 2026 2026Vendor researchAccessed 2026-09-22

Organizations using AI and automation extensively in security reported breach costs $1.93 million lower than those using none, while AI-driven attacks rose 56%.

Caveat: Compared with organizations using no AI or automation in security; vendor-published

IBM, Cost of a Data Breach Report 2026 2026Vendor researchAccessed 2026-09-22

In Latin America the average data breach cost $2.51 million in 2025 — down 9% year over year — and took 316 days to identify and contain; AI and automation saved up to $900,000 and 111 days.

Caveat: Latin America as a region; the regional cost fell 9% while the global average rose

IBM, Cost of a Data Breach 2025 — Latin America (IBM Latinoamérica Newsroom) 2025Vendor researchAccessed 2026-09-22

For the first time in the DBIR's 19 years, exploiting software vulnerabilities (31% of breaches) overtook stolen credentials as the number-one way attackers get in.

Caveat: Vendor-published report (Verizon)

Verizon, 2026 Data Breach Investigations Report (news release) 2026Vendor researchAccessed 2026-09-22

Third parties were involved in 48% of breaches, after third-party supply-chain breaches jumped 60% year over year.

Caveat: The 60% is a relative increase, not percentage points; vendor-published

Verizon, 2026 Data Breach Investigations Report (news release) 2026Vendor researchAccessed 2026-09-22

Ransomware recovery costs an average of $1.7 million on top of any ransom; 56% of attacks still encrypted data, and only 1 in 3 smaller organizations stopped the attack before encryption.

Caveat: Vendor survey of 2,158 organizations in 17 countries

Sophos, The State of Ransomware 2026 2026Vendor researchAccessed 2026-09-22

Attackers tried to compromise backups in 94% of ransomware attacks and succeeded 57% of the time; victims with compromised backups paid 8x more to recover — a median $3 million versus $375,000.

Caveat: 2024 data (vendor survey fielded early 2024)

Sophos, "The impact of compromised backups on ransomware outcomes" 2024Vendor researchAccessed 2026-09-22

Cloud infrastructure services generated $128.6 billion in the first quarter of 2026, up 35% year over year — an annual run rate above half a trillion dollars.

Caveat: IaaS, PaaS and hosted private cloud; run rate, not trailing-twelve-month revenue ($455B)

Synergy Research Group, Q1 2026 cloud market report 2026Primary dataAccessed 2026-09-22

The often-repeated claim that “60 percent of businesses close within 6 months of a cyber attack” has no verifiable source: the National Cybersecurity Alliance, usually credited with it, says it did not come from its research and cannot be verified.

Caveat: Unverified and disowned by NCSA — shown as a myth, not a fact

National Cybersecurity Alliance, statement regarding incorrect small business statistic 2022Primary dataAccessed 2026-09-22