Wes
.
Work
Experience
About
Contact
CVM×AI
Projects
AI for customer engagement — lab experiments and shipped products.
Ingest
Score
0.82 → 0.41
Customer
Segment
high value + risk
Play
verbatim → actionable segment
Echo
Lab
experiment
Turn messy customer conversations into sentiment and themes you can segment on — built for CVM, not just dashboards.
View on CVM×AI
base → shippable play
Full base
Engaged 30d
Churn risk
Top 5%
AI
CVM Copilot
Lab
beta
Describe a base, goal and constraint — get segmented plays, treatment arms and offers you can actually ship.
View on CVM×AI
infinite questions · adaptive difficulty
?
AI
2+2?
AI
?
AI
Capital?
AI
?
AI
Which planet is closest to the Sun?
A
B
C
D
🔥 12 streak
+240 XP
Trivia Pals
live
Gamified learning with dynamic, adaptive trivia — LangGraph-generated questions that keep learners engaged.
triviapals.com
Telegram tutor · LangGraph lesson flow
Mwalimu
Teach me algebra
Step 1: variables
x + 3 = 7 → x = 4
Today's lesson
• Introduce the concept
• Worked example
• Quick quiz (3 Qs)
• Hint if stuck
LangGraph
Assess
Teach
Quiz
Hint
Score
Mwalimu
pilot
A Telegram tutor bot — LangGraph orchestrates lessons, quizzes, hints and progress tracking in chat.
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