Improving Customer Satisfaction in a Government Contracting Firm
Client Overview
A government contracting firm providing IT services to federal and state agencies faced customer dissatisfaction due to:
1.
Delayed project timelines.
2.
Lack of proactive communication.
3.
Inconsistent service quality across projects.
To enhance contract renewals and increase customer retention, the firm needed data-driven insights into customer pain points.
Phase 1: Identifying Key Drivers of Client Satisfaction
We used a combination of:
Text analytics & sentiment analysis on client feedback.
Regression analysis to identify top drivers of contract renewals.
Customer journey mapping to find bottlenecks.
Key Findings:
Delayed communication from project teams was the #1 driver of dissatisfaction.
Inconsistent performance among subcontractors negatively impacted renewals.
Clients wanted more real-time progress updates.
Phase 2: Implementing Data-Driven Improvements
Automated project status reporting reduced communication delays.
AI-based subcontractor performance tracking ensured consistent service quality.
Real-time client dashboards provided transparency into project timelines.
Results & Impact
NPS increased from -8 to +22.
Contract renewal rate improved by 35%.
Project completion time improved by 20% due to proactive issue resolution.
The firm used data science to improve operational efficiency, boost customer satisfaction, and strengthen client relationships.
