Residual Values File Manager
Customize and Automate Your Own Residual Files
Login and create custom files, and subscribe to have them delivered to your inbox or FTP monthly. Powered by our new Model 8.0, which represents a revolutionary analytical approach to residual forecasting, JD Power File Manager dramatically improves accuracy and delivers the most comprehensive forecasts in the market. It unites JD Power proprietary PIN data (incentives, brand value, market trends) with Voice-of-the-Customer redesign-impact intelligence and EV range-retention insights from Recurrent and JD Power research.
Core Strengths
Breakthrough Forecasting
• Combines macro (GDP, gas prices) and micro (features, incentives, brand surveys) variables
• Includes Tesla, Rivian, and EV-specific factors such as range retention vs. consumer expectations
• Powered by PIN data: incentives, customer cash, holdbacks, geography
• Bayesian regression + XGBoost machine-learning algorithms
• Uses APEAL-based design-change detection
Business Impact
Stronger, More Precise Decisions
• Enables greater forecasting accuracy rooted in real customer behavior
• Offers future-proof EV forecasting methodology
• Provides highly granular, frequently updated projections
• Creates multiple file types and enables subscription for an automated experience
• Uses only the data you need eliminating other irrelevant points that slow you down
Key Features
Breakthrough Forecasting
• Integrates incentives, brand value, performance, charging metrics
• Uses Voice-of-the-Customer intelligence
• Delivers the most accurate EV residuals available
• Includes full coverage of EV-only OEMs such as Tesla & Rivian
• Uses consumer expectation insights for improved predictiveness
Advanced Analytics & ML
• Incorporates real-world market variables and consumer expectations
• Produces stable, reliable forecasts across all segments
• Uses Bayesian regression + XGBoost for robust predictive stability
• Integrates macroeconomic indicators and detailed vehicle attributes
• Accounts for incentives, cash programs, and regional effects
Comprehensive Tools & Delivery
• Provides 3–60-month forecasts in % of MSRP and dollars
• Offers trim-level granularity for real-world application
• Bi-monthly updates align with leasing cycle
Who File Manager Is Built For
• OEM finance & pricing teams
• Captive finance companies
• Banks & credit unions
• Fleet managers
• Automotive investment firms
• Any team needing to forecast depreciation or set lease residuals
