AI Readiness & Strategy: Essential Reading

MIT's research on GenAI reveals 95% of pilots fail to reach production. This deep analysis explains why generative AI pilots face unique scaling challenges and...

RAND's research reveals that 80%+ of AI projects fail, but the reasons are predictable and preventable. This analysis breaks down exactly what's driving the...

Healthcare AI implementation costs: medical imaging $200K-$1M, clinical decision support $150K-$700K, patient monitoring $100K-$500K. Includes regulatory compliance.

Healthcare AI faces a 79% failure rate. This analysis reveals the data privacy constraints, clinical validation requirements, and EHR integration challenges...

Manufacturing AI costs: Predictive maintenance $100K-$600K, quality control $120K-$500K, production optimization $150K-$700K. IIoT integration and OT/IT challenges.

AI consultant rates in 2026 vary from SGD $180-$1,500/hour based on experience, specialization, and geography, with Singapore commanding premium rates and...

67% of organizations regret their AI vendor selection within 12 months. Learn the 15 critical mistakes that lead to poor vendor choices and how to avoid costly procurement failures.

Comprehensive checklist covering readiness, data quality, vendor selection, governance, adoption, integration, ROI, scope, technical debt, and security. Use this master framework to prevent the failures that stop 70% of AI projects.

47% of struggling AI projects can be saved with structured recovery protocols. Learn the diagnostic framework, intervention strategies, and decision criteria for rescuing or killing failing AI initiatives.

Most Asian mid-market companies overestimate their AI readiness. Use the Pertama AI Maturity Scorecard — 20 questions across 5 dimensions — to find out exactly where you stand and what to do next.

Assess your organization's AI readiness with this 25-question checklist covering data, infrastructure, skills, governance, and strategy. Includes scoring guide and self-assessment template.

Learn how to create an 18-month AI roadmap with this phased framework. Includes template, quarterly review SOP, and milestone planning guidance.

Understand the root causes behind AI project failures, backed by research from McKinsey, Gartner, and MIT. Learn the top 12 reasons why AI initiatives stall and how to avoid them.

Projects with weak sponsorship are 4.2x more likely to fail. Learn how to secure active executive support.

Singapore's SME AI adoption surged from 4.2% to 14.5% in a single year. This research summary breaks down what drove the acceleration and what other Southeast Asian markets can replicate.

68% of AI projects fail to meet ROI expectations within 2 years. Learn why financial projections miss reality, how to avoid the 7 ROI calculation mistakes, and what successful organizations do differently.

Singapore's SME AI adoption surged from 4.2% to 14.5% in a single year. This research summary breaks down what drove the acceleration and what other Southeast Asian markets can replicate.