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Watch & Learn

A Product Proposal for Siena AI

by Shivam Kedia PM @ Urban Company

Siena's 6-Week Blueprint: What's Missing?

During your proven onboarding process, the empathic AI sits idle while it could be learning.

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Week 1-2: Introduction
Business context, culture, values
AI: Idle
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Week 3-4: Training
Operations, workflows, KB setup
AI: Idle
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Week 5-6: Optimization
AI goes live, cold start
AI: Starting fresh
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Month 2+
Iterate & improve
Learning begins

โšก The Empathy Gap

Siena prides itself on empathic AI โ€” understanding context and responding like a human. But during those critical first 4 weeks of onboarding, while human agents are handling tickets and building relationships, Siena isn't observing how this specific brand shows empathy.

Your customers like Comfrt went from 0% to 65% automation in 2 weeks after go-live. Imagine if Siena had been passively learning empathy patterns during setup โ€” that 65% could hit on Day 1.

Watch & Learn: Empathy from Day 1

Turn your 6-week blueprint into a learning accelerator. Siena observes human empathy in action.

Empathy Shadow Mode

Siena watches how your human agents express brand empathy. Zero interference.

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Passive Observation
Shadow human agents during Weeks 1-4, no customer-facing responses
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Tone Extraction
Learn how this brand expresses warmth, concern, and resolution
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Pattern Recognition
Identify which empathy phrases drive CSAT vs. which fall flat
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Context Mapping
Understand when to escalate vs. when empathy alone resolves

Side-by-Side Comparison

AI generates parallel responses. Human still sends. Gaps auto-surface.

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Parallel Response
For every ticket, Siena drafts a response. Human reviews before sending their own.
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Empathy Delta Tracking
Compare Siena's empathy score vs. human agent. Surface gaps.
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Auto KB Suggestions
When human outperforms AI, system suggests what to add to Persona Studio
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Confidence Scoring
Track which ticket types Siena is ready to handle autonomously

Empathy at Scale

Progressive autonomy as empathy confidence grows. L1 โ†’ L2 โ†’ L3.

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Confidence-Based Handoff
Siena handles tickets where empathy score exceeds threshold
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Empathy Leaderboard
Show brands how Siena's empathy compares to industry benchmarks
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Proactive Alerts
"Siena is ready to handle 'damaged item' tickets with empathy"
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Persona Evolution
Auto-suggest Persona Studio updates based on learned patterns

๐Ÿ“Š Empathy Automation Progress (Sample After 6 Weeks)

L1 - Routine + Empathy 90% automated
WISMO with reassurance, Returns with care, Sizing with enthusiasm
L2 - Emotional Support 55% automated
Complaints with validation, Billing disputes with understanding
L3 - Sensitive Situations 15% automated
VIP escalations, Legal, Crisis communication
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Empathy from Day 1
Siena learns your brand's emotional language during setup, not after go-live
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Passive Empathy Loop
Every human interaction teaches Siena what "empathic" means for YOUR brand
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Zero Extra Work
Brands are already onboarding + handling tickets. Just capture the empathy.

Siena vs Human: Empathy Comparison

Side-by-side performance on same ticket types. Empathy gaps become Persona Studio suggestions.

Tickets Compared
847
Siena Win Rate
52%
Empathy Gaps
3
Action needed
Avg Empathy Delta
-0.2
Improving

๐Ÿ’œ Empathy Score Breakdown

4.6
Warmth Score
4.3
Context Understanding
4.7
Resolution Satisfaction
Ticket Type Volume Siena Time Human Time Siena Empathy Human Empathy Winner
Where is my order? 398 0.8s 4m 12s 4.7 4.5 ๐Ÿ’œ Siena
Return request 189 1.2s 6m 45s 4.6 4.4 ๐Ÿ’œ Siena
Damaged item receivedGAP 67 1.5s 8m 30s 4.0 4.9 ๐Ÿ‘จโ€๐Ÿ’ผ Human
Discount code issues 92 0.9s 2m 15s 4.8 4.2 ๐Ÿ’œ Siena
Subscription cancellationGAP 56 2.1s 5m 18s 3.8 4.7 ๐Ÿ‘จโ€๐Ÿ’ผ Human
Product disappointmentGAP 45 1.8s 7m 02s 3.6 4.8 ๐Ÿ‘จโ€๐Ÿ’ผ Human
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3 Persona Studio Updates Suggested
Click to see auto-generated empathy improvements
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โ— Damaged item received
Siena's empathy falls short on emotionally charged situations. Suggestion: Add "I'm so sorry this happened" acknowledgment before solution. Include option to escalate to human for high-value customers.
โ— Subscription cancellation
Siena processes cancellation too quickly without retention empathy. Suggestion: Add "We're sorry to see you go" + personalized pause prompt before confirming cancellation.
โ— Product disappointment
Human agents excel at turning disappointment into loyalty. Suggestion: Add empathy-first responses to Persona Studio: validate feeling โ†’ acknowledge โ†’ solve โ†’ surprise delight.