B2B SaaS
AI support agent deployment for a B2B SaaS team
An AI support assistant helped the team reduce repetitive ticket handling while keeping complex issues routed correctly.
Client
Pipeline Forge
Support specialists were overloaded with repetitive knowledge requests, slowing down response times for high-value customer issues.
Approach
How the engagement was structured
The project combined strategic planning, product execution, and measurable rollout support.
- Scoped a support-specific AI agent with retrieval over internal docs
- Added CRM and ticketing integrations for contextual answers
- Implemented confidence-based escalation and quality monitoring
Results
Business impact
Outcomes from the engagement that mattered to operators and leadership.
47% lower repetitive support workload
Faster response time on priority accounts
Measured quality improvement through ongoing evaluation
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