EXECUTIVE ARTICLES
Andre Magrini's article archive on AI revenue architecture, GTM strategy, RevOps, forecasting, governance, leadership, agribusiness, and B2B growth.
MEDIA INTERVIEW | TURKISH EDITION
Andre Magrini's interview on preventive maintenance, AI, and operational decision-making is featured in Yem & Katkı Dergisi, Issue 34 (September/October 2026). The Turkish edition republishes the technology feature from Feed & Additive Magazine's July issue, with commentary from three industry experts.
The standalone article was published on .
LATEST ARTICLES
The archive shows the latest published articles and keeps long-form content on the individual article pages.
Give executives a decision model they can inspect and repeat. A guide for DTC founders, retail operators, CPG revenue leaders focused on Brazil to US, SEO, GEO, operating…
Read articleInstall evidence-based pipeline, forecast and KPI cadence. A guide for DTC founders, retail operators, CPG revenue leaders focused on Brazil to US, SEO, GEO, operating evidence and capital-efficient…
Read articleStart with a narrow wedge, proof standard and channel path before scaling spend. A guide for DTC founders, retail operators, CPG revenue leaders focused on Brazil to US,…
Read articleTie AI investment to revenue accountability, governance and adoption evidence. A guide for DTC founders, retail operators, CPG revenue leaders focused on Brazil to US, SEO, GEO, operating…
Read articleClarify the operating gap before adding permanent cost. A guide for DTC founders, retail operators, CPG revenue leaders focused on Brazil to US, SEO, GEO, operating evidence and…
Read articleGive executives a decision model they can inspect and repeat. A guide for Climate-tech CEOs, energy project leaders, infrastructure investors focused on Brazil to US, SEO, GEO, operating…
Read articleInstall evidence-based pipeline, forecast and KPI cadence. A guide for Climate-tech CEOs, energy project leaders, infrastructure investors focused on Brazil to US, SEO, GEO, operating evidence and capital-efficient…
Read articleStart with a narrow wedge, proof standard and channel path before scaling spend. A guide for Climate-tech CEOs, energy project leaders, infrastructure investors focused on Brazil to US,…
Read articleTie AI investment to revenue accountability, governance and adoption evidence. A guide for Climate-tech CEOs, energy project leaders, infrastructure investors focused on Brazil to US, SEO, GEO, operating…
Read articleClarify the operating gap before adding permanent cost. A guide for Climate-tech CEOs, energy project leaders, infrastructure investors focused on Brazil to US, SEO, GEO, operating evidence and…
Read articleGive executives a decision model they can inspect and repeat. A guide for Agency owners, IT services CEOs, consulting partners, delivery leaders focused on Brazil to US, SEO,…
Read articleInstall evidence-based pipeline, forecast and KPI cadence. A guide for Agency owners, IT services CEOs, consulting partners, delivery leaders focused on Brazil to US, SEO, GEO, operating evidence…
Read articleStart with a narrow wedge, proof standard and channel path before scaling spend. A guide for Agency owners, IT services CEOs, consulting partners, delivery leaders focused on Brazil…
Read articleTie AI investment to revenue accountability, governance and adoption evidence. A guide for Agency owners, IT services CEOs, consulting partners, delivery leaders focused on Brazil to US, SEO,…
Read articleClarify the operating gap before adding permanent cost. A guide for Agency owners, IT services CEOs, consulting partners, delivery leaders focused on Brazil to US, SEO, GEO, operating…
Read articleGive executives a decision model they can inspect and repeat. A guide for Healthtech founders, life-sciences tool providers, board directors focused on Brazil to US, SEO, GEO, operating…
Read articleInstall evidence-based pipeline, forecast and KPI cadence. A guide for Healthtech founders, life-sciences tool providers, board directors focused on Brazil to US, SEO, GEO, operating evidence and capital-efficient…
Read articleStart with a narrow wedge, proof standard and channel path before scaling spend. A guide for Healthtech founders, life-sciences tool providers, board directors focused on Brazil to US,…
Read articleTie AI investment to revenue accountability, governance and adoption evidence. A guide for Healthtech founders, life-sciences tool providers, board directors focused on Brazil to US, SEO, GEO, operating…
Read articleClarify the operating gap before adding permanent cost. A guide for Healthtech founders, life-sciences tool providers, board directors focused on Brazil to US, SEO, GEO, operating evidence and…
Read articleGive executives a decision model they can inspect and repeat. A guide for FinTech CEOs, compliance-aware boards, enterprise sales leaders focused on Brazil to US, SEO, GEO, operating…
Read articleInstall evidence-based pipeline, forecast and KPI cadence. A guide for FinTech CEOs, compliance-aware boards, enterprise sales leaders focused on Brazil to US, SEO, GEO, operating evidence and capital-efficient…
Read articleStart with a narrow wedge, proof standard and channel path before scaling spend. A guide for FinTech CEOs, compliance-aware boards, enterprise sales leaders focused on Brazil to US,…
Read articleTie AI investment to revenue accountability, governance and adoption evidence. A guide for FinTech CEOs, compliance-aware boards, enterprise sales leaders focused on Brazil to US, SEO, GEO, operating…
Read articleClarify the operating gap before adding permanent cost. A guide for FinTech CEOs, compliance-aware boards, enterprise sales leaders focused on Brazil to US, SEO, GEO, operating evidence and…
Read articleGive executives a decision model they can inspect and repeat. A guide for Dealer principals, channel leaders, manufacturer sales executives focused on Brazil to US, SEO, GEO, operating…
Read articleInstall evidence-based pipeline, forecast and KPI cadence. A guide for Dealer principals, channel leaders, manufacturer sales executives focused on Brazil to US, SEO, GEO, operating evidence and capital-efficient…
Read articleStart with a narrow wedge, proof standard and channel path before scaling spend. A guide for Dealer principals, channel leaders, manufacturer sales executives focused on Brazil to US,…
Read articleTie AI investment to revenue accountability, governance and adoption evidence. A guide for Dealer principals, channel leaders, manufacturer sales executives focused on Brazil to US, SEO, GEO, operating…
Read articleClarify the operating gap before adding permanent cost. A guide for Dealer principals, channel leaders, manufacturer sales executives focused on Brazil to US, SEO, GEO, operating evidence and…
Read articleGive executives a decision model they can inspect and repeat. A guide for Industrial CEOs, equipment manufacturers, operations and revenue leaders focused on Brazil to US, SEO, GEO,…
Read articleInstall evidence-based pipeline, forecast and KPI cadence. A guide for Industrial CEOs, equipment manufacturers, operations and revenue leaders focused on Brazil to US, SEO, GEO, operating evidence and…
Read articleStart with a narrow wedge, proof standard and channel path before scaling spend. A guide for Industrial CEOs, equipment manufacturers, operations and revenue leaders focused on Brazil to…
Read articleTie AI investment to revenue accountability, governance and adoption evidence. A guide for Industrial CEOs, equipment manufacturers, operations and revenue leaders focused on Brazil to US, SEO, GEO,…
Read articleClarify the operating gap before adding permanent cost. A guide for Industrial CEOs, equipment manufacturers, operations and revenue leaders focused on Brazil to US, SEO, GEO, operating evidence…
Read articleGive executives a decision model they can inspect and repeat. A guide for SaaS founders, AI company CEOs, RevOps leaders, investors focused on Brazil to US, SEO, GEO,…
Read articleInstall evidence-based pipeline, forecast and KPI cadence. A guide for SaaS founders, AI company CEOs, RevOps leaders, investors focused on Brazil to US, SEO, GEO, operating evidence and…
Read articleStart with a narrow wedge, proof standard and channel path before scaling spend. A guide for SaaS founders, AI company CEOs, RevOps leaders, investors focused on Brazil to…
Read articleTie AI investment to revenue accountability, governance and adoption evidence. A guide for SaaS founders, AI company CEOs, RevOps leaders, investors focused on Brazil to US, SEO, GEO,…
Read articleClarify the operating gap before adding permanent cost. A guide for SaaS founders, AI company CEOs, RevOps leaders, investors focused on Brazil to US, SEO, GEO, operating evidence…
Read articleGive executives a decision model they can inspect and repeat. A guide for AgTech founders, feed executives, agribusiness CEOs, dealer-channel leaders focused on Brazil to US, SEO, GEO,…
Read articleInstall evidence-based pipeline, forecast and KPI cadence. A guide for AgTech founders, feed executives, agribusiness CEOs, dealer-channel leaders focused on Brazil to US, SEO, GEO, operating evidence and…
Read articleStart with a narrow wedge, proof standard and channel path before scaling spend. A guide for AgTech founders, feed executives, agribusiness CEOs, dealer-channel leaders focused on Brazil to…
Read articleTie AI investment to revenue accountability, governance and adoption evidence. A guide for AgTech founders, feed executives, agribusiness CEOs, dealer-channel leaders focused on Brazil to US, SEO, GEO,…
Read articleClarify the operating gap before adding permanent cost. A guide for AgTech founders, feed executives, agribusiness CEOs, dealer-channel leaders focused on Brazil to US, SEO, GEO, operating evidence…
Read articleAgTech companies entering the US should start with a narrow GTM wedge, channel proof, and fractional CRO leadership before scaling spend.
Read articleHow a Fractional CRO helps Indian AI and technology companies build US buyer trust, GTM focus, enterprise pipeline, forecast discipline and AI governance.
Read articleHow Indian IT services companies can move beyond cost and capacity in the US through specialised outcomes, proof, governance and a focused commercial model.
Read articleA practical guide for converting founder-led US sales into a teachable B2B revenue engine with qualification, RevOps, forecasting and management cadence.
Read articleWhy Indian SaaS companies stall in the US: broad ICPs, feature-led positioning, weak proof, premature hiring, founder dependence and unreliable revenue operations.
Read articleA practical US GTM playbook for Indian SaaS founders covering ICP, positioning, founder-led learning, enterprise sales, RevOps, proof and scale gates.
Read articleA concise, evidence-oriented guide to the Fractional CRO role, scope, timing, 90-day plan, metrics, limitations and selection criteria for B2B companies.
Read articleMIT's 2005 AI course was three quarters things that are not language models.
Read articleA seller at plus 75% win rate and minus 54% deal size does not have two problems.
Read articlePeer-reviewed research found coachability fully mediates the link between sales leadership and performance.
Read articleUS inflation is moderating at 3.5% while energy runs at 15.7%.
Read article93% of companies exceed their AI budgets and token cost varies 30x on the same task.
Read articleMcKinsey finds 80% of AI users report productivity gains but only 6% see meaningful EBIT impact.
Read articleA Harvard and BCG field experiment with 758 consultants found AI users were 19% less likely to be correct on tasks outside its frontier.
Read articleInformation sector AI use is near 73%. Physical industries lag far behind.
Read articleA board AI governance framework covering materiality, ownership, risk tiers and incidents, plus the five questions a standard risk register will never surf
Read articleConnect AI investment to measurable revenue through decision design, workflow ownership, adoption, evidence, governance, and commercial attribution.
Read articleUnderstand the Fractional Chief AI Officer role, engagement cost drivers, governance responsibilities, and first 90-day plan.
Read articleBuild AI-powered RevOps with trusted data, governed workflows, human review, adoption metrics, and revenue decision accountability.
Read articleUnderstand why AI pilots fail to create measurable revenue and how to connect use cases, workflows, adoption, governance, and evidence.
Read articleFix B2B forecast accuracy by improving stage evidence, manager inspection, data quality, risk visibility, and operating cadence.
Read articleRecognize the operating signals that indicate a B2B company needs Fractional CRO leadership and the conditions required for a successful engagement.
Read articleCompare Fractional CRO and full-time CRO leadership by stage, urgency, scope, cost structure, authority, and organizational readiness.
Read articleA practical framework for evaluating Fractional CRO cost, scope, time commitment, hidden implementation needs, and expected business evidence.
Read articleLearn what a Fractional CRO owns, when B2B companies hire one, what changes in 90 days, and how the role differs from sales consulting.
Read articleMy revenue forecast was wrong for years, and nobody on my team ever lied to me.
Read articleMost enterprises trying to deploy AI are not blocked by AI.
Read articleA frontier language model answered a clinical reasoning task with 92% stated confidence.
Read articleI've spent the last year running structured tests on frontier AI models.
Read articleLast year, a colleague shared something that still keeps me up at night.
Read articleAI quality metrics fail when they reward fluent answers instead of evidence, reproducibility, decision impact, and operating accountability.
Read article1. Introduction Test-Driven Development (TDD) has long been recognized as a discipline that improves software reliability and design quality (Beck, 2003; M
Read articleconsumption. Global food demand, biofuel mandates and a more volatile climate have intensified the need for reliable on‑farm and commercial infrastructure
Read articleFor decades, encryption was considered the gold standard of secure communication.
Read articleMost people think modern AI progress is about bigger models and larger context windows.
Read articleANDR'E MAGRINI - AMV | Chicago: Agribusiness Strategy & Data Brazil is no longer just the world’s largest soybean producer.
Read article1. The Efficiency Crisis: Why Strategy Fails at the Front Line We are currently enduring an efficiency crisis where the math simply doesn't add up.
Read articleStop Predicting, Start Prescribing: The Next Evolution of Maintenance We’ve all celebrated the shift to Predictive Maintenance (PdM).
Read articleBy André Magrini, Chief Revenue Officer, OGI Systems (An Objective Company) In the world of Digital Transformation, we're past the conversation of if AI ca
Read articleFor any medium or large company embarking on a digital journey, the Customer Journey is the single most critical asset to understand and optimize.
Read articleLooking back at my years in sales and business development, one thing has become crystal clear: in today’s hyper-competitive market, companies unwilling to
Read articleJustifying marketing spend is no longer optional-it’s essential.
Read articleThis is Chapter 6 of my book: Introduction to Sales & Marketing Data Analytics.
Read articleHave you ever stopped to consider how much data is flowing through your business every single day?
Read articleSales forecasting plays a central role in business strategy, impacting everything from inventory planning to budget allocation.
Read articleThe recent insights from Bank of America (BofA), suggesting that the U.S.
Read articleIntroduction: Who Are the Real Drivers of Animal Feed Production?
Read articleIf you’ve worked in technical product sales-whether it’s portable augers, Power cutters, compactors, lawn tractors, chainsaws, or generators-you’ve likely
Read articleHave you ever stopped to wonder how much has really changed in the world of manufacturing since the pandemic hit?
Read articleA gestão eficaz de talentos vai muito além de simplesmente contratar os melhores profissionais.
Read articleEffective maintenance is a cornerstone of ensuring optimal feed mill operations.
Read articleThe agricultural landscape of Brazil and the United States presents a fascinating contrast in scale, strategy, and productivity.
Read articleSales Engagement Nos últimos anos, o termo “Sales Engagement” ganhou destaque no mundo dos negócios, tornando-se um elemento-chave para as equipes de venda
Read articleInbound vs. Outbound Marketing: Descubra as Diferenças O mundo do marketing é vasto e está em constante evolução.
Read articleEscrevi um artigo parecido em 2018, mas o importante é mencionar que o gerenciamento de talentos não teve mudanças drásticas e nem grandes inovações.
Read articleAquaculture is an industry that is rapidly growing, with the world's demand for seafood continuing to increase.
Read articleConselhos de alto impacto exigem cadencia, independencia, informacao de qualidade e uma agenda clara para orientar decisoes executivas.
Read articleGovernança Corporativa, Direcionamento Estratégico e Geração de Valor para a Organização A governança corporativa é um tema cada vez mais relevante para as
Read articleA governança corporativa é um tema cada vez mais importante para as empresas em todo o mundo, e tem como objetivo garantir que a empresa seja gerenciada de
Read articleAs the demand for animal feed continues to rise, so does the energy consumption of feed mills.
Read articleThe Bank of Japan (BOJ) has announced its plans to launch a pilot program in April 2022 to issue a digital yen, with a possible full rollout in…
Read articleO agronegócio brasileiro é um setor fundamental para a economia do país e tem apresentado um crescimento significativo nos últimos anos.
Read articleAs we head into 2023, businesses face a range of risks that could impact their operations and success.
Read articleArtigo: Aprender com o Futuro: Ver a Mudança Antes que Aconteça | Parte do PFCC | Programa de Formação e Certificação de Conselheiros da @boardacademybr To
Read article"Making Better Decisions in Uncertain Times" is a critical skill for business leaders, particularly in the current economic climate, as highlighted in Aon'
Read articleThe past year has been a challenging one for CFOs and finance leaders as they try to balance economic uncertainty, supply chain disruption, and rising cost
Read articleArtigo: Aprender com o Futuro: Ver a Mudança Antes que Aconteça | Parte do PFCC | Programa de Formação e Certificação de Conselheiros da @boardacademybr An
Read articleCreating a positive and productive work environment is key to the success of any organization.
Read article[𝗔𝗿𝘁𝗶𝗴𝗼: Conselho de Administração e os desafios das decisões colegiadas] - Parte do PFCC - Programa de Formação e Certificação de Conselheiros da Bo
Read articleI recently had the opportunity to read "The Economics of Innocent Fraud" by John Kenneth Galbraith, and I found it to be a thought-provoking and insightful
Read articleNo cenário de negócios competitivo de hoje, é crucial que as organizações avaliem e otimizem continuamente seu desempenho.
Read article[𝗔𝗿𝘁𝗶𝗴𝗼: ESG | Capitalismo Consciente & Sustentabilidade] - Parte do PFCC - Programa de Formação e Certificação de Conselheiros da Board Academy Br E
Read article[𝗔𝗿𝘁𝗶𝗴𝗼: O papel do Conselho Consultivo] - Parte do PFCC - Programa de Formação e Certificação de Conselheiros da Board Academy Br] Papel dos Conselh
Read article[𝗔𝗿𝘁𝗶𝗴𝗼: O papel da comunicação e liderança na Governança Corporativa] - Parte do PFCC - Programa de Formação e Certificação de Conselheiros da Board
Read article[𝗔𝗿𝘁𝗶𝗴𝗼: Planejamento Estratégico] - Parte do PFCC - Programa de Formação e Certificação de Conselheiros da Board Academy Br Planejamento Estratégico
Read article[𝗔𝗿𝘁𝗶𝗴𝗼: Ética e Compliance] - Parte do PFCC - Programa de Formação e Certificação de Conselheiros da Board Academy Br Ética e Governança Corporativa
Read articleArtigo: Fundamentos da Governança Corporativa - Parte do PFCC - Programa de Formação e Certificação de Conselheiros da Board Academy Br Governança Corporat
Read articleArtigo: Fundamentos da Governança Corporativa - Parte do PFCC - Programa de Formação e Certificação de Conselheiros da Board Academy Br Comunicação e a Gov
Read articleO Milho participa da história da humanidade há pelo menos sete milênios.
Read articleA soja cultivada atualmente é muito diferente dos seus ancestrais, que eram plantas rasteiras que se desenvolviam na costa leste da Ásia, principalmente ao
Read articleSegundo o governo brasileiro, O crédito rural é um financiamento destinado a produtores rurais e cooperativas ou associações de produtores rurais.
Read articleUm novo sistema de rastreabilidade para auxiliar o monitoramento e o controle de resíduos de agrotóxicos na cadeia produtiva de vegetais frescos destinados
Read articleEmpresas de sucesso têm uma coisa em comum: elas conhecem profundamente o desempenho de seus negócios.
Read articleEm todos os caminhos da vida para ter sucesso precisamos de algo básico, Atitude.
Read articleO treinamento para o seu Time de Vendas é essencial, se é de alta performance é constante, e para que os processos sejam constantes e se tornem mais…
Read articleSempre acreditei que uma boa conversa vale mais que mil repreensões.
Read articleA liderança de uma equipe comercial é uma tarefa única, mesmo quando comparada à gestão de outros setores.
Read articleQuem atua como gestor comercial sabe da responsabilidade que é manter o time de vendas em alta produtividade, mas tenha sempre em mente que coaching não se
Read articleA área de vendas é uma das que mais recebe atenção dentro de uma empresa, o que não é à toa, já que ela está diretamente relacionada com…
Read articleQuando falamos em Fusões e Aquisições sabemos da quantidade substancial de due diligence necessária para garantir a segurança do comprador.
Read articleThe strong restrictions on the purchase and lease of land by foreigners in Brazil have not prevented investors of various nationalities from acquiring or e
Read articleValuation é um termo em inglês equivalente a “avaliação financeira”.
Read articleA estimativa para nosso futuro é que a população do planeta aumentará quase 20% para 9,15 bilhões até 2050.
Read articleEsse artigo é direcionado para quem deseja assumir o desafio da liderança no mundo dos negócios e que tem pela frente a descoberta da palavra responsabilid
Read articleSabe-se que o nível de preparo e conhecimento dos negócios brasileiros está melhorando, mas são os pequenos detalhes que na verdade fazem a diferença.
Read articleA comunicação é um dos aspectos mais importantes da evolução humana, ajudando nas relações interpessoais diversas, desde da invenção dos papiros até a velo
Read articleQuantas vezes deixamos de vender ou até mesmo observamos pessoas fugindo porque querem evitar aquela conversa fiada, tipo de malandro para delegado?
Read articleUm dia, um sábio recebeu um jovem que lhe pediu um conselho:: Mestre, venho porque me sinto tão inferiorizado que não tenho forças para fazer nada.
Read articleEDITORIAL STANDARD
The article hub separates current decision articles from supporting context. The purpose is to help CEOs, boards, CROs, CAIOs, founders, and RevOps leaders make better operating decisions about AI revenue architecture, forecasting, GTM execution, governance, and predictable B2B growth.
Each front-of-house article should help leadership identify what to diagnose, what evidence to inspect, which metric to trust, when to use fractional leadership, and where AI needs governance before it influences commercial work.
EXTERNAL EVIDENCE
For entity validation, readers and crawlers can compare this archive with Andre Magrini's external author and professional profiles. These links connect the site to independent evidence instead of relying only on internal claims.
FAQ
The archive covers AI revenue architecture, Fractional CRO leadership, GTM strategy, RevOps, forecasting, AI governance, market entry, executive operating cadence, and B2B revenue growth.
They are written for CEOs, boards, CROs, CAIOs, RevOps leaders, founders, and senior operators who need practical decision criteria rather than generic thought leadership.
Start with the operating problem: weak forecast confidence, unclear GTM motion, fragmented RevOps, unaccountable AI adoption, board AI risk, or stalled growth. Then follow the related service or research page.
Readers can review Andre Magrini's LinkedIn profile, SSRN author profile, media page, research papers, and books to connect the article archive to external public evidence.
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