Innovation in financial planning is often measured by adoption, but adoption alone doesn’t reveal how advisor workflows are truly evolving.

Early usage data from CoPlanner, eMoney’s intelligent planning system feature, show that financial professionals are enhancing, not replacing, trusted workflows by integrating new capabilities.

Analysis of CoPlanner usage highlights how these emerging features are being adopted within real-world advisor routines. The change is gradual, reflecting both the opportunities and hesitations shaping the industry’s progress.

Adoption Reflects Alignment, Not Immediate Transformation

Initial engagement with CoPlanner has been strong, particularly among financial professionals who already operate within more interactive, scenario, based workflows. These are planners who are used to building, testing, and refining recommendations dynamically, so enhancements that accelerate or expand that process feel intuitive.

Key Findings

Since its launch, CoPlanner has been responsible for nearly 1/3 of all potential advice creation on our platform. Other early findings include:

• What stands out is not just adoption, but continued usage. Financial professionals are returning to these capabilities, incorporating them into repeatable planning motions rather than treating them as one-off experiments. The pattern signals that intelligent functionality is beginning to fit into the rhythm of day-to-day work.
• Adoption is not uniform, and that nuance matters. In practice, these systems are amplifying behavior that already exists, rather than introducing entirely new ways of working from the outset.
• The early takeaway is clear: intelligent system features are gaining traction by aligning with how financial professionals already operate, not by immediately redefining the process.

Efficiency Is Improving in Specific, Context-Dependent Ways

Efficiency is one of the most visible outcomes tied to intelligent planning tools, and early indicators from CoPlanner usage data do show measurable gains. Financial professionals can move more quickly through certain planning tasks, especially when generating initial recommendations or exploring foundational strategies.

That said, the impact of efficiency is not consistent across all use cases, and interpreting it correctly requires context.

Time savings tend to be most evident when clients don’t yet have a plan. Whether driven by rules-based automation or more advanced intelligence models, the ability to structure recommendations quickly reduces the friction of getting started. Financial professionals can move from a blank slate to a working plan more efficiently.

What our data consistently supports is a directional shift:

• Planning activity is accelerating in the earliest stages of the process
• Efficiency gains are strongest among clients who may be off track for their goals
• Starting friction is decreasing, though advisor involvement remains necessary

Financial professionals are not simply producing more; they are evaluating more, which ultimately leads to more thoughtful outcomes.

Workflow Integration Reveals Both Momentum and Friction

As intelligent capabilities become more embedded in planning systems, clearer workflow patterns are emerging.

Some barriers include:

• It’s simply not needed for the current client base
• Uncertainty around how recommendations are generated
• Concern about unintended changes to client plan

These challenges reflect broader industry trends. The barrier is not access to technology; it is trust in how that technology operates within a planning context. In many cases, the capabilities are already in place. The gap lies in understanding how much control financial professionals maintain, and how flexible these systems are in practice.

The Shift Toward System Intelligence Is Already Underway

Taken together, these signals point to something larger than any individual feature or capability. They reflect the broader shift toward system intelligence, where rules-based automation, data aggregation, and more advanced intelligence models work together to support the full advisor workflow.

This direction includes:

• Streamlined data gathering and onboarding
• More efficient identification of planning opportunities
• Assisted development of client-facing recommendations
• More intuitive interactions across the planning experience

Importantly, this evolution is not about removing the financial professional from the process. It is about redistributing effort.

What This Means for the Financial Planning Industry

The early story of intelligent planning systems is not one of disruption; it is one of alignment and gradual evolution.

• Adoption is growing, but concentrated where workflows are already aligned
• Efficiency gains are real, but dependent on scenario and complexity
• Advice creation is increasing, driven by deeper exploration
• Trust and understanding remain the primary barriers to adoption

Ultimately, the long-term impact of these technologies will not be defined by what they can generate. It will be shaped by how financial professionals choose to integrate them into their work. And early data suggests that when intelligent systems align with established behaviors, rather than attempting to redefine them outright, they become not just adopted but embedded.

Learn how to evaluate intelligent planning technology with this recent eBook, Smarter Financial Planning, Built on Technology You Can Trust.

DISCLAIMER: The Heart of Advice blog is meant as an educational and informative resource for financial professionals and individuals alike. It is not meant to be, and should not be taken as financial, legal, tax or other professional advice. Those seeking professional advice may do so by consulting with a professional advisor. eMoney Advisor will not be liable for any actions you may take based on the content of this blog.