⭐
NPS (Recommendation)
67
Promoters: 67% • Passives: 33% • Detractors: 0% (n=9 numeric responses; 1 non-numeric excluded)
🎓
Average Attendance
79%
80% attended ≥8 sessions
🧠
Program Clarity
60%
reported the program was easy to understand (40% somewhat)
🛠️
AI Agent Adoption
80%
built or currently building after program (30% completed)
🚀
Impact Highlights
Belief in AI Benefits
Pre: 70% positive → Post: 100% positive
+30 pts
Workflow Improvement Confidence
Pre: 30% Yes → Post: 100% Yes
+70 pts
Practical Adoption (AI Agents)
Pre: 0% building/built → Post: 80% building or built (30% completed)
+80 pts
Risk Mitigation Awareness
Pre: 0% mention mitigation → Post: 100% mention mitigation
+100 pts
🧩
Summarized Thematic Analysis (in %)
Q1. Do you believe AI will benefit businesses? (Pre vs Post)
Pren=10
-
Skeptical/limited impact90%
-
Tentative/conditional support70%
-
Explicitly negative20%
-
Uncertain/not sure10%
Postn=10
-
Efficiency/automation/time-saving100%
-
Data-driven insights/decisions90%
-
Personalization/customer experience50%
-
Competitive advantage/market agility40%
Q2. What specific business problems is AI designed to address? (Pre vs Post)
Pren=10
-
Routine/simple task automation100%
-
Data sorting/organization90%
-
Unclear scope/low confidence80%
-
Customer service support10%
Postn=10
-
Automating repetitive processes90%
-
Large-scale data analysis80%
-
Forecasting/trend prediction70%
-
Decision support70%
-
Customer experience (chatbots/personalization)50%
-
Fraud detection/supply chain10%
Q3. Are there risks (privacy, ethics, operational) with deploying AI? (Pre vs Post)
Pren=10
-
Privacy/data protection100%
-
Errors/operational mistakes80%
-
Ethical concerns20%
-
Risks perceived as minor60%
-
Mitigation strategies cited0%
Postn=10
-
Privacy/data protection100%
-
Ethical considerations70%
-
Operational risks/errors80%
-
Mitigation (governance/safeguards)100%
-
Risks seen as manageable100%
Q4. Will this AI program help improve your workflows? (Pre vs Post)
Pren=10
-
Expect improvement (Yes)30%
-
Do not expect improvement (No)70%
-
Skeptical about fit/value70%
Postn=10
-
Automation/time-saving90%
-
Streamlining/organization60%
-
Data analysis/decision support40%
-
Error reduction/accuracy30%
-
Experimentation mindset10%
✨
What Changed Before vs After
- ✅Belief in AI benefits: Positive views rose from 70% to 100% (+30 pts); negative (20%) and unsure (10%) dropped to 0%.
- ✅Confidence in improving workflows: Yes rose from 30% to 100% (+70 pts).
- ✅Hands-on adoption: Building/built AI agents jumped from 0% to 80% (30% completed, 50% in progress).
- ✅Risk maturity: Mentions of mitigation frameworks increased from 0% to 100%, while privacy/operational risk awareness stayed at 100%.
- ✅Recommendation strength: NPS = 67 with 0% detractors; strong promoter base after program.
Notes:
- Percentages are based on 10 participants unless otherwise noted.
- NPS computed from 9 numeric responses; one response was non-numeric.
- Multiple themes can be present per response; therefore, thematic totals per question can exceed 100%.