Introducing the AI Maturity Model for Enterprise Wealth Management
AI in wealth management started with chatbots advisors had to prompt for research, drafts, or summaries. Then came assistants, the notetakers and meeting tools now saving advisors 10+ hours a week. The next shift is already underway: firms are moving from assistants to agents that take action, and toward platforms that connect those agents firm-wide.
Each step changes what AI is actually worth to the business. Early gains show up as productivity: hours saved from meetings summarized, notes synced to the CRM, emails drafted. Further along, the payoff is process automation and advisor effectiveness, boosting core metrics like organic AUM growth, net new assets, and revenue per advisor. Full AI transformation elevates human performance enterprise-wide, reshaping the firm's operating model, economics, and competitive position rather than just its workflows.
Jump's new AI Maturity Model for Enterprise Wealth Management structures that progress across four stages: Experimental, Operational, Strategic, and Transformational, measured across six dimensions: AI capability, specialization, compliance and governance, tech stack integration, adoption, and business outcomes. Drawing on Jump's work with 45,000+ advisors and some of the largest firms in wealth management, the model gives firm leaders a way to see exactly where they stand and what comes next.
What you'll find at each stage
For each stage of AI maturity, the report breaks down:
- Descriptions of the stage across all six dimensions
- Snapshots illustrating AI in practice
- Pitfalls that keep firms stuck
- Steps that move firms forward
Along the way you’ll see case studies of how real firms are using AI to drive quantifiable results.
Measuring your firm’s AI maturity
Most firms don't sit neatly in one stage of AI maturity. For example, a firm might have centralized compliance while its tech stack still runs on disconnected point solutions. To more precisely measure your firm’s AI maturity, take the AI Maturity Self-Assessment: 12 questions covering all six dimensions, with a downloadable, customized results page mapping exactly where your firm stands and what to work on next.