Executive Summary & Entity Mapping
| Operational Metric | Legacy Client State | Actigy Optimized State | Performance Delta |
|---|---|---|---|
| First Response Time (FRT) | 14.2 Hours (Email) | 88 Seconds (Chat/SMS) | 99.8% Speed Increase |
| Average Handle Time (AHT) | 11.4 Minutes | 2.8 Minutes | 75.4% Efficiency Gain |
| Customer Satisfaction | 72.1% CSAT | 94.2% CSAT | +22.1% Retention Driver |
1. Starting Problem
An e-commerce brand experienced intense order volume spikes during peak shopping seasons. Their domestic customer service team was flooded with repetitive "Where is my order?" (WISMO) tickets, product eligibility returns, and payment issue queries. Frustrated customers faced multi-hour delays, leading to high cart abandonment rates and negative social reviews.
2. Process Volume
- Omnichannel Inbound: 65,000+ support interactions (Email, Live Chat, SMS, Instagram DMs) monthly.
- Refund & Exchange Actions: 4,800+ complex logistical overrides processed monthly.
3. Team Size
- Actigy Dedicated Squad: 2 Cross-Shift Operations Managers, 3 Real-Time QA Monitors, 35 Omnichannel Customer Experience Associates.
4. Workflow Handled
Actigy managed front-line, tier-1, and tier-2 engagement across all contact channels:
- Order Management: Handling transactional modifications, updating shipping addresses, routing tracking numbers, and issuing refunds inside Shopify.
- Technical Troubleshooting: Walking users through account verification, payment errors, and promo code applications.
- Escalation Management: Tagging, prioritizing, and cleanly routing high-value B2B vendor inquiries to internal staff.
5. QA Model
We implemented the Actigy Elevate Metric Matrix. Using Klaus QA frameworks, we recorded and graded a randomized sample of 10% of all closed text interactions and 100% of cases involving refunds or discount codes. Agents were evaluated daily on empathy benchmarks, brand voice consistency, solution accuracy, and data security standards.
6. KPI Before/After
- First Contact Resolution (FCR): Scaled from 48% to 81.5% via comprehensive knowledge-base optimization.
- Ticket Concurrency: Boosted live chat concurrent handling capacity from 1.5 conversations per agent to 4.0 simultaneous chats without quality loss.
- Spike Readiness: Maintained consistent sub-2 minute response times during an unexpected 250% holiday volume spike.
7. Tools Used
- Client Stack: Zendesk, Shopify, Loop Returns, Slack.
- Actigy Acceleration Infrastructure: Actigy CoPilot (generative macro assistant that drafts highly personalized responses based on brand documentation).
8. Timeline to Pilot
- 6 Days: Brand voice alignment, knowledge base ingestion into Actigy CoPilot, and pilot launch with live-chat routing.
9. Timeline to Scale
- 18 Days: Built a complete 24/7/365 follow-the-sun support architecture spanning multiple time zones.
10. What Stayed Client-Owned
The client retained ultimate authority over corporate policies, platform-wide discount limits, vendor contracts, and master system admin privileges. Actigy operated strictly under predefined financial rules. Any refund or chargeback request exceeding $150 was flagged and automatically transferred to the client's internal operations team for final approval.