AI_DATACOMAs: When dashboards look alive, but HuMansCompromise
By Dr. Anju Sharma | MrsSustainability | KtalystInsights
SustainableExcellence = HuMan judgment + data discipline.
1️⃣ DataComa kills Business Sustainability
Sustainability is not reporting. It is behaviour change.
✓ Companies have ESG dashboards, metrics, AI reports
✓ Yet emissions, water and social risks don’t improve fast enough
✓ Why? Data Coma
✓ Data is measured
✓ Data is reported
✓ Data is presented
✓ But not linked to decisions: ✓ CAPEX
✓ Suppliers
✓ Incentives
✓ Accountability
ESG data doesn’t change how money is spent, it’s compliance not sustainability.
2️⃣ BusinessExcellenceRule: Data must lead to action.
✓ Few, decision-critical KPIs
✓ Clear owners
✓ Variance triggers correction
✓ Measure everything → Own nothing → Act selectively
📌 Excellence = data awake. Data Coma = data anesthetized.
3️⃣ Sustainability × Excellence
✓ Report ESG → Decide with ESG
✓ Track KPIs → Trigger interventions
✓ AI predicts → AI enforces trade-offs
✓ Dashboards → Leadership owns consequences
📌 Sustainability without Excellence is optics.
📌 Excellence without Sustainability is obsolete.
4️⃣ The HuMan factor
✓ AI exposes gaps — it doesn’t cause them
✓ AI predicts; HuMansDecide
Ktalystinsight: “If sustainability data doesn’t change CAPEX, incentives, or accountability,
it isn’t strategy it’s Data Coma.
Originally published on LinkedIn on 2025-12-14 17:25:22: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A7406021497284423681
