Strategy & ROI
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5 min read
AI ROI: Separating Metrics from Myths
How to measure productivity, revenue lift, and risk-adjusted returns — without vanity metrics.
Unbiased intelligence for executives navigating emerging technology — connecting value, risk, and readiness.
Executive Hype/Reality Curve
Curated, decision-focused analysis and briefs for busy leaders.
How to measure productivity, revenue lift, and risk-adjusted returns — without vanity metrics.
Board-level guardrails: accountability, human oversight, model risk, and vendor due diligence.
Time horizons, use-cases, and why most enterprises should monitor — not rush in.
Where hype meets reality — and what the board should prioritize this quarter.
| Technology | Hype | Maturity | Board Urgency |
|---|---|---|---|
| AI | 9.2 | 6.1 | High |
| Quantum | 8.7 | 2.9 | Low |
| Biotech+AI | 6.4 | 7.2 | Rising |
| Web3 | 7.5 | 3.0 | Reassess |
*Scores are illustrative placeholders.
Myth-busting essays, expert interviews, and contrarian takes that cut through buzzwords.
A reality check for the board: where value shows up — and where it doesn't.
Understanding lock-in, data leverage, and strategic control.
Balancing compute demands with sustainability commitments.
Decision frameworks, templates, and checklists tailored for executives.
Score impact, hype, readiness, and risk to prioritize investments.
Align innovation with controls: accountability, oversight, thresholds.
Link tech initiatives to KPIs; avoid vanity metrics.
Upcoming AI/data rules by region with action checklist.
Equip decision-makers with clarity and confidence amid technological noise — truth over trend, responsibility over recklessness.
Partnerships, speaking, and research collaborations.