What to Look for in AI Estate Planning Software: A Financial Advisor’s Checklist

As demand for estate planning increases, adoption of AI estate planning software is accelerating. Last year, Kitces Research projected that by 2026, nearly half of all advisors will employ technology to support estate planning. 

Firms leading the charge are positioning themselves to deliver a differentiated level of comprehensive planning with depth and consistency across their entire book of business. Advisors who build estate planning into their core service offering, supported by AI software that enables scale, can establish deeper relationships with both current and next-gen clients while setting themselves apart from firms focused exclusively on investment management and retirement financial planning.  

If you’re considering adding AI-powered estate planning software to your firm, it’s important to first evaluate what a platform delivers versus what it simply claims to do.

Core criteria for evaluating AI estate planning software

Almost every platform on the market claims to have AI capabilities, but is the AI accurate, transparent, and deeply integrated into planning workflows? Use the following four criteria to determine whether a solution will make a worthwhile impact on how your team currently operates:

1. AI-powered document summarization

The most immediate and practical application of AI in estate planning is document summarization. Clients often have existing wills, trust documents, and powers of attorney they haven’t looked at in years. Reviewing those documents manually takes hours, but AI summarization can compress that process into minutes.

Accuracy matters more than speed, though. A summary that misses a trustee designation or misreads a distribution standard can create real problems for clients. When evaluating any platform’s summarization capability, push beyond the demo. Ask what happens when documents are poorly formatted or contain unusual legal language. Ask to see outputs for complex trust structures, not just simple revocable trusts.

Finally, consider whether a platform can summarize across multiple documents simultaneously. Some tools only work document by document, leaving advisors to manually connect the dots across a client’s full estate plan.

What to ask: 

• Can the platform accurately summarize a wide variety of trusts such as SLATs, GRATs, ILITs, CRTs, and CLTs? 
• Does it summarize documents individually, or can it analyze a client’s full document set at once?
• Can advisors upload documents and receive structured, action-ready summaries, not just blocks of extracted text?

2. Accuracy, transparency, and human oversight

Before committing to any platform, it’s worth testing thoroughly. Find out how the model is trained (it shouldn’t be trained on customer data), what specific tasks it can perform, and how it handles edge cases.

The platform should prioritize accuracy and transparency, and keep advisors in control at all times. Every AI-generated output should show its source, so advisors always know where a recommendation or summary came from.

What to ask: 

• Does the platform indicate the source of each piece of information? 
• Can advisors flag, edit, or override AI outputs before anything is delivered to clients? 
• Is the model trained on estate-specific content? 
• Is it trained using customer data?

3. Structured outputs built for real planning use

There’s a significant operational difference between AI that summarizes a document and AI that integrates a summary into a planning workflow. Strong platforms take AI outputs and route them into the planning process, flagging coverage gaps, triggering review tasks, and surfacing tax optimization opportunities. The summary becomes a starting point for a conversation, not a document that lives in a folder.

What to ask: 

• Does AI output integrate with estate visualizations and scenario modeling tools? 
• Can advisors move from a document summary to a gap analysis to a client presentation without leaving the platform?

4. Integration with your existing tech stack

Estate planning software isolated from the rest of your tech stack creates siloed workflows and inconsistent adoption. The right solution connects with the financial planning and portfolio management platforms you already use and syncs data automatically. 

For AI specifically, the integration question matters even more. Client data should flow into the AI tools so summarization and gap analysis work from current, accurate information.

What to ask: 

• What financial platforms does this system integrate with? 
• How frequently does asset data sync? 
• Does the platform offer an API for custom integrations?

Operational and business impact considerations

Choosing an AI estate planning platform is a practice management decision, not just a tech consideration. The right platform should make your team more effective and help you deliver more value to clients of all wealth levels. Look for:

1. Scalability across advisor teams

A platform that works beautifully for solo advisors can break down inside a team-based model. Estate planning in larger RIAs and multi-family offices involves collaboration between financial advisors, estate strategists, and sometimes outside attorneys. 

Look for platforms with role-based access, shared client records, and workflow tools that allow estate specialists to work in parallel with relationship advisors without creating version-control problems or duplicating effort.

2. Workflow efficiency and standardized processes

A mature platform standardizes firm-wide processes without sacrificing client-level customization, producing polished, consistent deliverables and freeing advisors to focus on growth and relationships.

3. Enhanced client experience and differentiation

Estate planning ranks among the top areas where clients perceive significant value from their advisor relationship. According to Cerulli Associates, 70% of those who inherit from their parents leave their parents’ advisor, but advisors who bring the next generation into the estate planning conversation before a transfer happens dramatically improve those odds. AI accelerates an advisor’s ability to build these relationships at scale.

The advisor’s AI estate planning software evaluation checklist

Use this checklist when evaluating AI estate planning platforms. 

AI capabilities

• Document summarization: Can it extract and summarize documents accurately?
• Transparency: Does it show the source of every output so you can verify it? 
• Human-review controls: Can advisors catch and correct AI errors before client delivery?
• Training data: Is the model trained on proprietary data, not your clients’ files? 
• Structured outputs: Does AI output flow into planning workflows, not just a text dump? 
• General estate Q&A: Can advisors query the platform for planning guidance? 

Core planning capabilities

• Document creation: Wills, trusts, powers of attorney, healthcare directives
• Complex trust support: SLATs, GRATs, and advanced structures
• Scenario modeling: Side-by-side “what-if” projections with accurate tax calculations
• State and federal estate tax calculations: Accurate at both levels
• Full asset aggregation: Includes assets you don’t manage, tangible property, life insurance
• Automatic opportunity identification: Flags gaps in client plans

Strategy and visualization

• Client-facing visualizations: Easy to understand and professionally designed
• Interactive diagrams: Built for live advisor-client conversation
• Complex fact patterns: Handles blended families and multi-generational structures
• Dynamic updates: Advisors can make changes live during client meetings

Workflow, integrations, and scalability

• Team-based workflows: Supports collaboration between advisors and estate specialists 
• CRM and platform integrations
• Daily data sync: Asset values stay current, not static
• API availability: Ability to build custom integrations
• Cloud-based: Automatic updates with no manual versioning

Security, support, and expertise

• SOC 2 Type II certification
• Enterprise-grade hosting: AWS or Microsoft Azure
• Cyber threat management and incident response program
• Responsive support: Account manager and documented help resources
• Team expertise: Technology, estate law, and financial advisory backgrounds
• Product development: Regular feature releases and an active customer feedback loop

Risks of generic AI tools for estate planning

There’s a meaningful difference between AI that can summarize text and AI that understands the intricacies of estate planning. Consumer AI tools and general-purpose large language models were not built with trust documents, state-specific probate law, or fiduciary standards in mind. They can produce summaries that may read well but still overlook key details: a trustee succession clause buried in an amendment, a distribution standard tied to a specific life event, a provision that only applies in certain states. 

When an advisor uses a generic AI tool to review a client’s estate documents and something falls through the cracks, the advisor is accountable, not the tool. The platform a firm chooses to support estate planning is, in that sense, a risk management decision as much as a workflow decision.

Purpose-built AI estate planning software is trained on legal and financial content specific to wealth planning, designed to recognize the structures that show up in trust documents, wills, and powers of attorney, and flag the nuances that a general-purpose model would pass right over. 

Choosing the right estate planning platform for your firm

AI is reshaping what’s possible in estate planning, but the platform you choose determines whether that potential translates into firm value. The right solution should make your advisors more effective, your planning more consistent, and your client relationships more durable. 

Our comprehensive evaluation guide builds on the checklist above to help you identify the best fit for your needs.

The information provided here does not constitute legal, financial, or tax advice. It is provided for general informational purposes only. This information may not be updated or reflect changes in law. Please consult with an estate attorney, financial advisor, or tax professional who can advise as to your particular situation.