#ai-roi

ECO LIF AI

IV Ivan Peralta · Pensero AI Blog

AI Usage Is Easy to Measure. AI Impact Is Not.

A technical look at the data model behind delivery impact, quality tax, cost visibility, and real AI leverage.

Jul 01, 2026 · 8 min read · 0 claps #ai-engineering #engineering-leadership #developer-productivity

AI ECO

RA RaftLabs

Why AI Agent ROI Calculations Almost Always Fail

Vendors hide 40–60% of costs. Here’s the full TCO model that actually gets approved.

Jun 22, 2026 · 6 min read · 0 claps #ai-roi #business-case #cost-analysis

AI LIF

ES Essohanam ALOU

Stop Using AI Blindly: What Businesses Know About ROI That Individuals Ignore

Companies don’t adopt AI on instinct. Before a single license is approved, someone is asking: What will it cost? What value will it create…

Jun 18, 2026 · 6 min read · 80 claps #ai #productivity #ai-roi

MA martino.agostini

Beyond Tokenmaxxing: Why the Future of Enterprise AI Will Be Determined by Governance, Not…

Every major technological revolution follows the same arc.

Jun 17, 2026 · 6 min read · 0 claps paywalled #tokenmaxxing #enterprise-ai #ai-governance

AI TCH

JI Jirka Bachel

Finding the Link Uber Missed: How to Connect AI Code Spend to Business Value

Uber burned through its entire 2026 AI coding budget in four months.

Jun 15, 2026 · 3 min read · 50 claps #ai-roi #enterprise-ai-strategy #generative-ai-tools

AI

TH “The AI Engineer” · Towards AI

The AI Bubble Is Deflating — What Gets Cut First and Why Engineers Should Care

The Quiet Correction No One’s Announcing — But Every Engineering Team Is Already Living Through

Jun 11, 2026 · 10 min read · 2 claps #enterprise-ai #ai-roi #ai-engineering

AI

NI Nick Talwar

5 Org Chart Mistakes That Are Killing ROI in the AI and Agent Era

Organizational structure determines AI outcomes more than technology ever will

Jun 09, 2026 · 5 min read · 0 claps #artificial-intellignece #ai-strategy #organizational-design

ECO LIF

EU Eugene Zhang

The Four Speeds of AI Adoption

AI Has Conquered Code. The Next Challenge Is Reality.

Jun 08, 2026 · 4 min read · 0 claps #ai-hype #physical-ai #ai-roi

SCI ECO

AN Anjula Weeranayake

The Environmental Cost of AI Nobody Talks About

It is not the big queries. It is the thoughtless ones.

Jun 07, 2026 · 7 min read · 0 claps #climate-change #responsible-use-of-ai #sustainability

ECO HUM MDA

DR Dr. Puranjoy Bhattacharya

The Hidden Economics of AI: Why Workforce Costs and AI Usage Costs Are Reshaping Enterprise ROI

Introduction: The AI Cost Narrative Is Beginning to Fray

Jun 02, 2026 · 9 min read · 4 claps #ai-cost-optimization #ai-roi #future-of-work

DSN

PR Pradeep Shankar

The AI Bill Is Coming. Is Your Design Team Ready?

The numbers are beginning to surface and they are hard to ignore.

Jun 01, 2026 · 6 min read · 2 claps #ai-roi #design #vibe-designing

MKT ECO LIF

SU Sudi Navile

AI Value Hourglass Lesson Hidden in Plain Sight: What Digital Marketing Taught Me About RO(AI)

A personal, battle-tested transplant of digital marketing unit economics into the AI reality most enterprises are still ignoring.

May 31, 2026 · 10 min read · 10 claps #digital-marketing #ai-roi #aivaluehourglass

AI MKT MDA

IN Insightnewsletter

Steer Your Business’s AI Integration With Forward-Deployed Engineers

Welcome to this edition of AISBNP, AI Small Business Newsletter & Podcast, powered by Insight Newsletter. Every week, this platform…

May 31, 2026 · 4 min read · 0 claps #aiagentintegration #forward-deployed-engineer #ai-small-business

AI ECO

HI Himadri Roy

Your AI Project Has No ROI Model. That’s Not a Finance Problem. It’s a Strategy Problem.

66% of organisations struggle to establish ROI metrics for AI. Here’s the framework that fixes it.

May 27, 2026 · 5 min read · 0 claps #ai-roi #ai-strategy #project-management

AI LIF TCH

AG AgileEngine

Rethinking AI productivity: moving beyond the “velocity paradox”

Whenever tech leaders discuss integrating GenAI into software engineering, the conversation instantly turns to coding speed. We look at…

May 27, 2026 · 2 min read · 0 claps #velocity-paradox #genai #software-engineering

AI ECO

MA Mandar Tengse : Product Pathfinders

Evaluating the AI-Powered Personalisation Solution : Part 3

PERSONALISATION — PART 3 OF 3 — LEADERSHIP EVALUATION

May 17, 2026 · 8 min read · 0 claps #ai-for-business-leaders #ai-governance #ai-roi

AI GEN

IA Ian Loe

The Measurement Trap

Why most AI ROI frameworks measure the wrong things

May 15, 2026 · 7 min read · 6 claps #ai-roi #ai-governance #roi

AI ECO LIF TCH

TO Tony IA

THE NORM: AI adoption in most organisations is rising, but ROI is not. Why?

Many companies are pushing for Agentic tool adoption such as Microsoft Copilot, or n8n –several are seriously considering vibe coding to…

May 15, 2026 · 6 min read · 0 claps #ai-transformation #ai-roi #digital-transformation

AI TCH

MU Murat Kose · Devops & AI Türkiye☁️ 🐧 🐳 ☸️

CEO’lar Agentic AI’da Boğuluyor: 3 Stratejik Hata

Fortune 500 şirketlerinin %80’i yapay zekâ ajanlarını sahaya sürüyor, ama yalnızca %10’u bunları gerçekten yönetebiliyor. Gartner 2027'ye…

May 13, 2026 · 5 min read · 51 claps #agentic-ai #shadow-ai #ai-roi

AI LIF SCI

TA Talking Trends

Turning AI Experiments Into Business Results - Heidi Steiger

Artificial intelligence has become a major focus for companies across every industry. New pilots and test programs are launching constantly…

May 12, 2026 · 2 min read · 0 claps #heidi-steiger #signitt #ai-roi

MDA

BR Brett Schlobohm

When AI Actually Works: The Massive Payoff of Clean, Structured Data (Episode 6)

You’ve heard the horror stories — the failed pilots, the wasted millions, the dashboards nobody trusts. But what happens when a company…

May 10, 2026 · 2 min read · 0 claps #ai-success #clean-data #structured-data

ECO SCI

RA Rapidi Data Integration

Why Most AI ROI Math Is Wrong (And How to Measure It The Right Way)

I have been in this meeting a hundred times in the last twelve months.

May 06, 2026 · 6 min read · 0 claps #ai-roi #measuring-ai-roi #data-integration

AI

MU Murat Kose · Devops & AI Türkiye☁️ 🐧 🐳 ☸️

Fortune 500'lerin %77'si AI Agent Yatırımından Çöp Aldı — Neden?

%84 bütçe artışı, %23 ROI. Şirketiniz de bütçeyi artırıyor ama sonuç alamıyor mu?

May 04, 2026 · 4 min read · 5 claps #yapay-zeka #ai-stratejisi #dijital-dönüşüm

AI

DE Deepesh Jayal

The Hidden Cost of Unreliable AI Agents

Everyone is calculating the cost of building AI agents. Nobody is calculating the cost of unreliable ones.

Apr 29, 2026 · 8 min read · 0 claps #artificial-intelligence #ai-strategy #ai-agents-in-action

SA Sam Palazzolo

Why 90% of AI Initiatives Stall Before Scale

Most executives do not have an AI problem. They have a scaling problem.

Apr 23, 2026 · 6 min read · 0 claps #ai-roi #sam-palazzolo #business-growth

SOC AI

DB DB

Accelerating AI Returns Through Strategic Collaboration

AI projects often promise big wins, but the road to returns can drag on, leaving businesses impatient. Many companies struggle with slow…

Mar 24, 2026 · 1 min read · 0 claps #ai-collaboration #strategic-partnerships #ai-roi

ECO SCI

SA Sanjay K Mohindroo

Proving the ROI of AI: Why CIOs Must Move Beyond Experiments and Start Leading.

Sanjay K Mohindroo

Feb 03, 2026 · 3 min read · 0 claps #sanjay-k-mohindroo #ai-roi #cio-leadership

ECO HUM MDA

JO Jonathan Reedwell

Jonathan Reedwell: The AI Execution Gauntlet — Lessons from the Microsoft Correction

The trading day of January 29, 2026, marks a turning point in the AI narrative. While the Fed’s rate hold at $3.50\% — 3.75\%$ was…

Jan 29, 2026 · 1 min read · 0 claps #jonathan-reedwell #market-transparency #ai-roi

ART TCH

AR Arbisoft

Why CIOs Are Reassessing Open Source ROI in the AI Era

For years, open source offered enterprises clear advantages: lower licensing costs, transparency, and architectural freedom. Cloud…

Jan 16, 2026 · 3 min read · 0 claps #open-source #roi #ai-roi