Case Study

Improving Customer Renewals with Reinforcement Learning

Home Security Provider
Improving Customer Renewals with Reinforcement Learning
RESULTS

200% profit improvement within one month

Situation

Automated and optimized customer retention email campaigns for profitability.

  • Our client was distributing 100,000+ retention e-mail offers to customers monthly with no optimization for profitability.
  • Significant manual labor was required to segment customers into groups, define offers, report results and retry.
  • Decision-making was instinctive and campaign results modest.
Approach

Optimized contract renewals using reinforcement learning.

Valent leveraged a reinforcement learning platform to find the optimal contract renewal offer for each customer.

Architectural Assessment

Results

200% profit improvement within one month

  • 200% profit improvement (based on incremental CLV) within 1 month.
  • Increased leadership’s confidence that marketing’s actions were rapid and relevant even when conditions change.
  • AI platform outperformed the control group within 2 weeks.
  • When customer behaviors evolved, the solution recognized and adapted its recommendations without human intervention.
For Businesses

You have a goal.
We’ll get you there.

If your organization is interested in finding ways to improve your performance, profitability and growth, or leverage AI for transformational outcomes, we can help. Contact Valent Partners today to arrange a consultation on the challenges you face.