Brazilian Investment Advisory Firm Demonstrates AI-Powered Churn Prediction Across a High-Value Client Portfolio
- 5 days ago
- 2 min read
Updated: 2 days ago
How Decision-Grade AI unified fragmented CRM data and transformed retention strategy into proactive, personalized execution.
About the Company
A leading investment advisory firm in Brazil, managing a large portfolio of high-value clients.
Operating in a highly competitive financial environment where retention directly impacts AUM growth and revenue stability.
The Challenge
As the client base expanded, retention strategy became increasingly complex, while critical data remained fragmented across CRM systems and internal spreadsheets.
Client data distributed across disconnected CRMs and manual controls
Lack of unified visibility into client engagement and portfolio behavior
No structured churn probability indicators
Retention actions reactive and dependent on advisor perception
Leadership required a predictive intelligence layer capable of identifying churn risk in advance and structuring personalized retention strategies.
Grand Thera Deployment
TheraOS: Grand Thera deployed TheraOS as a unified client intelligence layer, consolidating CRM data, portfolio information, and internal controls into a structured analytical environment.
Integrated multiple CRM systems and internal spreadsheets
Standardized client engagement and portfolio performance indicators
Built executive dashboards with clear retention risk visibility
Structured behavioral and financial signals into actionable metrics
TheraOS transformed fragmented client data into decision-grade retention visibility.
Specialized AITs Agents: were deployed to operationalize predictive and prescribe retention actions.
Calculated churn probability across defined time horizons
Identified behavioral and portfolio risk patterns
Generated personalized retention pitch scripts for advisors
Structured action timelines and follow-up schedules
Alerted advisors proactively when churn risk thresholds were reached
Results
Proactive identification of clients at risk of churn
Personalized retention strategies generated automatically
Increased advisor response speed to churn signals
Structured retention workflows replacing ad hoc actions
Strengthened client stability and revenue predictability
Discover how Grand Thera AI transforms complex data into clarity, control, and confidence for critical decision-making. Schedule a demonstration .
