AI Knowledge & Training Analysis
Executive Summary
Based on 306 responses (19% of workforce)
Survey Coverage: 19% of Ansira's workforce
Total Responses: 306
Key Findings
55%
Prefer Hands-on Workshops
71%
Course Completion Rate
Course Enrollment Status
Total Enrolled: 336 employees
Completed: 240 employees (71%)
In Progress: 96 employees
Course Completion Rate
Enrollment Rate: 21% of employees
Completion Among Enrolled: 71.6%
Domain-Specific Knowledge
60%
Large Language Models
25% at advanced/expert level
40%
Natural Language Processing
15% at advanced/expert
35%
Computer Vision
10% at advanced/expert
Employee Voice
Productivity Gains
"Using ChatGPT, what would have taken me hours of research and writing got done in under an hour."
"Co-pilot for helping to write Excel and DAX formulas... huge time-saver."
"If AI could summarize my email workload, that'd save at least 3 hours per week."
Training Needs by Level
Beginner Level
"I want more hands-on practice and understand how it applies to my job."
"We learned about AI tools, but I need real examples that fit into my daily tasks."
Advanced User Insights
"You must write a long, thorough prompt to see value out of AI to draft content."
"We miss having some sharing of knowledge between coworkers. Maybe we need to have internal best-practices sessions."
Training Preferences
50%
Tool-Specific Training
Implementation Challenges
"I ended up redoing [the output] manually when the data wasn't lining up correctly."
"AI can produce and promulgate errors and deep fakes at an alarming rate. It should be thoughtfully and selectively used."
"At this point in the technology's development I wouldn't trust AI to 'understand' the complexities and nuances omnipresent in my work."
Recommendations
Establish Clear Governance
- Define acceptable use policies
- Create data handling guidelines
- Establish validation frameworks
Invest in Training
- Deploy tiered training programs
- Support mentorship initiatives
- Create role-specific resources
Expected Outcomes
Productivity Gains
Estimated 2-5 hours saved per person/week
Quality Improvements
Faster delivery of products/services
Reduced errors through validation
Cultural Impact
Increased confidence in AI usage
Enhanced cross-team collaboration
Thank You
Questions & Discussion
Survey Analysis & Recommendations