Andi: The AI Agent Revolutionizing ABC Home’s Call Center
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Context
ABC Home & Commercial, one of Texas’s largest service providers, fields thousands of customer calls weekly. With a lean team handling the volume, inconsistent answers and long resolution times were dragging down efficiency. Leadership sought a smarter, scalable way to centralize knowledge and improve performance.
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Challenge
CSRs lacked fast, reliable access to accurate information. Scattered docs and internal chats led to delays, mistakes, and missed upsells. Without a single source of truth, even seasoned reps struggled to keep up.
Key pain points included:
- No centralized knowledge base for customer service representatives
- Inconsistent answers across the team
- Long resolution times impacting customer satisfaction
- Newer agents had steep learning curves
- Missed upsell opportunities due to information gaps
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Solution
Brainforge built Andi the Anteater, an AI assistant deployed in Google Chat that gives agents instant answers from a centralized knowledge base.
Core Components
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AI-Powered Knowledge Assistant
- Integrated directly into Google Chat for seamless agent access
- Centralized knowledge base with instant retrieval
- Natural language query support for CSRs
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Custom Workflows
- Error reporting workflows for continuous improvement
- Content update mechanisms to keep knowledge current
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Data Pipeline Integration
- Connected Andi usage metrics to 8x8 call center data
- End-to-end visibility from AI queries to call outcomes
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Performance Dashboards
- Built on Rill + Snowflake stack
- Real-time tracking of AI performance and agent efficiency
Technologies Used
| Category | Tools |
|---|---|
| Data Warehouse | Snowflake |
| BI/Dashboards | Rill |
| Workflow Automation | n8n |
| Call Center Platform | 8x8 |
| AI Evaluation | Braintrust |
| Team Communication | Slack, Google Chat |
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Results
After implementation, Andi became the go-to tool for CSRs—cutting errors, boosting quality, and enabling significant team scaling. The solution is now core to daily operations and proving repeatable across sales, IT, and training departments.
Quantified Outcomes
| Metric | Result |
|---|---|
| AI Error Rate Reduction | ~90% reduction |
| Quality Score | 4/5 achieved consistently |
| Response Time | <3 seconds |
| Agent Scaling | 5 to 25+ agents (400% increase) |
Business Impact
- Operational Efficiency: Agents get instant, accurate answers without searching through scattered documentation
- Scalability Proven: Successfully scaled from 5 pilot agents to 25+ agents
- Cross-Department Expansion: Solution now being replicated across sales, IT, and training functions
- Reduced Training Time: New agents ramp up faster with AI-assisted knowledge access
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Testimonial
“The AI system helps our team answer questions quickly especially newer agents who don’t know everything yet!”
— Yvette Ruiz, Customer Care Director, ABC Home & Commercial
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