AI for Financial Advisors: The 10 Tools Worth Knowing in 2026

The AI tools financial advisors actually use in 2026 fall into four jobs: meeting assistants (Jump, Zocks, Mili), planning analysis (Holistiplan), back-office automation (Caddi, PitCrew, Subatomic, Humanity Labs) and general assistants (Microsoft 365 Copilot, ChatGPT). Most firms need a meeting assistant first and back-office automation second. Which ones depends mostly on the size of the firm:

• Solo advisors and small teams: a meeting assistant that writes to your CRM (Jump or Zocks), plus a general assistant for drafting. Add Holistiplan if tax planning is part of your service.
• Midsize RIAs: a firm-wide meeting assistant, plus back-office automation for account opening, data entry and reconciliations. Caddi fits when your operations team wants to own the automations; PitCrew fits when you want its experts to build them.
• Large RIAs and enterprises: the same stack with procurement in front of it: enterprise meeting-assistant plans, governed back-office automation across many systems, and a Microsoft 365 Copilot or ChatGPT rollout for everyone else.

Why "AI for wealth management" is four different purchases

Lists of AI for financial advisors often put a note taker, a tax tool and a chatbot side by side as if they competed. They mostly do not. Each takes a different slice of the week: the meeting (prep, notes, follow-up, CRM update), the plan (turning a tax return into planning inputs), the back office (account paperwork, address changes keyed into several systems, fee checks, custodian files) and everything else (drafting and summarising). The useful question is which job costs your firm the most hours, and whether the tool for it reaches the systems you run on. For the operations side, see our guide to RIA back-office automation workflows.

How we picked

We looked for tools built for, or widely used by, registered investment advisers, and compared them on six things: the job the tool does, who sets it up (the advisor, your operations team, or the vendor's staff), how it is priced, whether it connects to the systems RIAs run (Wealthbox, Redtail, Salesforce, Orion, the custodians), what the vendor states about security and data use, and what a compliance officer can review afterwards. Prices, integrations and security statements were read from each vendor's own website in September 2026. Where a vendor does not publish a price we say so rather than repeat a third-party estimate. We did not include ratings or review counts.

Disclosure: Caddi makes one of the tools on this list. We include it in the job it fits, back-office operations, and say where another tool is the better choice.

Meeting notes and client follow-up

Meeting assistants are the most mature category of AI for advisors. All three below prepare for the meeting, capture it, draft the follow-up and push notes and tasks into the CRM. The differences are in how they capture the conversation, what else they automate and how they price.

01

1. Jump

Best for

Advisors who want notes, prep, follow-ups and scheduling in one tool, synced to the CRM

Pricing

Meet $100 per advisor per month; Onboard and Grow add-ons $50 each (Jump pricing)

Choose Jump if the meeting is where your advisors lose the most time and you want one tool for prep, notes, follow-ups and scheduling.

Strengths and trade-offs3 strengths · 2 trade-offs

Strengths

• Lists 40+ integrations, including Wealthbox, Redtail, Salesforce, Orion and eMoney
• Recording is optional: transcript-only, summary-only or full recording
• Onboard add-on fills account-opening forms from meeting data

Trade-offs

• Priced per advisor, so the cost scales with headcount
• Focused on the meeting and what follows it, not the wider back office

Jump states it runs on SOC 2-certified infrastructure and that AI-generated output is reviewable before it goes to a client (its integrations page lists the CRMs). Caddi has a live Jump integration.

02

2. Zocks

Best for

Firms that want meeting notes without storing recordings, with form filling on higher tiers

Pricing

Essentials $67, Professional $117, Ultimate $184 per user per month billed annually ($80, $140, $220 monthly); Enterprise custom (Zocks pricing)

Choose Zocks if your compliance team prefers no recordings, and you want a clear published price ladder per seat.

Strengths and trade-offs3 strengths · 2 trade-offs

Strengths

• States it never records client conversations
• CRM integrations include Wealthbox, Redtail, Salesforce and Practifi on every plan
• Professional adds automatic form filling and an MCP connection for Claude and ChatGPT

Trade-offs

• Document extraction and email replies sit on the top tier
• Like Jump, centred on the meeting rather than the whole back office

Zocks says it keeps data in the US, offers citations and audit logs, and lets Professional and Ultimate customers set data retention and redact personal information (Zocks). Caddi has a live Zocks integration.

03

3. Mili

Best for

Advisors who want a meeting agent plus scheduling, onboarding, documents and compliance agents

Pricing

Free start; paid pricing not published (Mili)

Choose Mili if you want a meeting assistant and a set of ready-made advisor agents from one vendor, and like starting free.

Strengths and trade-offs3 strengths · 2 trade-offs

Strengths

• Meeting Agent plus a suite: scheduling, data management, onboarding, documents, compliance
• Lists Wealthbox, Redtail, Salesforce, Salesforce FSC, Practifi and HubSpot
• Vendor-stated SOC 2 Type 2 and a streaming-only architecture with no stored audio

Trade-offs

• Paid pricing is not published
• The agents are Mili's prebuilt ones, configured rather than built for your process

Caddi vs. Mili

Financial planning analysis

Back-office operations

The back-office tools vary most in how they are delivered. The four tools below all aim at the work your operations team does between systems. The difference is who builds and runs the automation: your own team, the vendor's experts, or a managed workforce.

05

5. Caddi

Best for

RIA operations teams that want to automate cross-system work themselves, with every run logged

Pricing

Free Individual plan; Team $250 per user per month; Business $6,500 per month; Enterprise custom (pricing)

Choose something else if you want the vendor to build and run the automation for you rather than your team owning it. PitCrew or Humanity Labs will suit you better. If your main problem is meeting notes, start with Jump or Zocks.

Strengths and trade-offs4 strengths · 2 trade-offs

Strengths

• Discover finds the repetitive work in the tools you already use
• Automate: someone on the team shows the workflow once and Caddi builds it as deterministic code, with no IT project
• Govern: every run is logged, reviewable and traceable to source
• Live connectors for Wealthbox, Orion, Addepar, Practifi, Salesforce, DocuSign, Jump and Zocks

Trade-offs

• Not a meeting note taker or a planning tool; it works alongside them
• No live Redtail connector yet

The pattern Caddi handles is the chain that starts after the meeting: a note taker writes the summary, the signed paperwork comes back through DocuSign, the household in Wealthbox is updated, and the account is checked against Orion. AI builds it, verified code runs it, and any model step inside a run is scoped, logged and reviewable. Each of the other cards in this guide links to its full head-to-head comparison with Caddi.

06

6. PitCrew

Best for

Wealth firms that want experts to build operations agents for them

Pricing

Quote-based (PitCrew)

Choose PitCrew if you want a wealth-specialist team to design and deploy the first workflows, and you work with Schwab, Fidelity, Pershing, Orion or Tamarac.

Strengths and trade-offs3 strengths · 2 trade-offs

Strengths

• Built for wealth management workflows: fee reconciliation, billing validation, document review, onboarding
• Expert-built or self-build models; states 5 working days from data access to first production run
• Vendor-stated SOC 2 Type II and private deployments in AWS, GCP or Azure

Trade-offs

• Sales-led, with no published pricing or free plan
• Expert-built workflows mean changes often go back through the vendor

Caddi vs. PitCrew

08

8. Humanity Labs

Best for

Large wealth managers that want a fully managed AI workforce

Pricing

Quote-based (Humanity Labs)

Choose Humanity Labs if you are a large firm that wants to buy operations capacity as a managed service rather than build it.

Strengths and trade-offs3 strengths · 2 trade-offs

Strengths

• Fully managed: Humanity Labs onboards, trains and runs the workforce
• States no integration and no re-platforming is required
• Built specifically for wealth managers and RIAs

Trade-offs

• Sold as a service, so your team does not own the automations
• Sized for large firms; no self-serve start

Caddi vs. Humanity Labs

General AI assistants

General assistants are the easiest to adopt and the least specific to advisors. They are good at drafting, summarising and analysis. On their own they do not update a CRM record or prepare custodian paperwork; that takes a connection someone builds and maintains.

09

9. Microsoft 365 Copilot

Best for

Firms on Microsoft 365 that want AI inside Outlook, Word, Excel and Teams

Pricing

Copilot Business add-on $18 per user per month billed annually (a reduced rate through December 31, 2026, from $21), $25.20 monthly; requires a qualifying Microsoft 365 plan (Microsoft pricing)

Choose Microsoft 365 Copilot if your firm runs on Microsoft 365 and the goal is faster drafting and search for everyone, not advisor-specific workflows.

Strengths and trade-offs3 strengths · 2 trade-offs

Strengths

• Works inside the apps advisors already use all day
• Copilot Chat is available to Microsoft 365 customers at no extra cost
• Managed through your existing Microsoft 365 administration

Trade-offs

• No built-in connection to advisor CRMs, custodians or portfolio systems
• Needs a qualifying Microsoft 365 licence per user

Caddi vs. Microsoft 365 CopilotMicrosoft Copilot alternativesMicrosoft 365 integration

10

10. ChatGPT

Best for

General drafting, research and analysis for the whole team

Pricing

ChatGPT Business Standard seat $20 per user per month billed annually, $25 monthly; 2-seat minimum (OpenAI help center; data use and SOC 2 on the business pricing page)

Choose ChatGPT if you want one general assistant for drafting and research across the firm, on a managed business workspace.

Strengths and trade-offs3 strengths · 2 trade-offs

Strengths

• Strong general drafting, summarising and data analysis
• No training on business data by default, per OpenAI
• Vendor-stated SOC 2 Type 2 on Business and Enterprise

Trade-offs

• No built-in connection to advisor systems
• Output still needs a person to move it into the CRM or the client file

Caddi vs. ChatGPT

Choosing by firm size

Solo and small practices. With no operations hire, the advisor is the back office. A meeting assistant that writes to your CRM saves time after every client conversation, and a general assistant covers drafting. When the admin after the meeting starts to pile up, Caddi's free Individual plan is a low-risk place to automate it. Our automation guide for small RIAs covers the workflows to automate first.

Midsize RIAs. This is where back-office automation pays for itself: account opening, address changes across systems, fee and billing checks, and reporting. The choice is ownership. If your operations team wants to build and change automations themselves, look at Caddi; if you want a vendor to build them, look at PitCrew. See the guide for midsize RIAs.

Large RIAs and enterprises. Procurement, security review and supervision dominate. Expect enterprise plans from the meeting assistants, a firm-wide Copilot or ChatGPT workspace, and either a governed automation platform or a managed workforce such as Humanity Labs for operations. See the guide for large RIAs.

What Caddi connects to in an RIA stack

An AI tool is only as useful as the systems it reaches. Caddi has live connectors for Wealthbox, Orion, Addepar, Practifi, Salesforce, Box, DocuSign, Microsoft 365 and Outlook, and the two meeting assistants above, Jump and Zocks. Redtail is in our catalog but the connector is not live yet. If you are still choosing a CRM, our comparison of the best CRM for financial advisors covers the options, and Wealthbox vs. Redtail goes deeper on the two most common. For the full picture, see AI automation for RIAs.

Compliance: what to check before you roll out AI

This section describes the rules at a high level and is not legal advice. Talk to your chief compliance officer or counsel before you deploy any of these tools.

Two SEC rules shape most of the questions. Under the books-and-records rule, 17 CFR 275.204-2, a registered adviser keeps originals of written communications received and copies of those sent that relate to, among other things, recommendations or advice, and generally preserves required records for at least five years, the first two in an appropriate office of the adviser. Under the compliance program rule, 17 CFR 275.206(4)-7, the adviser adopts written policies and procedures reasonably designed to prevent violations, reviews them at least annually, and designates a chief compliance officer to administer them.

AI tools touch both. A follow-up email drafted by a meeting assistant is still a written communication once it is sent. Notes written into the CRM become part of the client record. An automation that updates an account is an action your policies should cover. Practical questions to put to any vendor, including us:

• Records: what does the tool create (recordings, transcripts, summaries, emails, CRM notes), where is each stored, and can you retain or delete it on your firm's schedule?
• Review: does a person approve AI-drafted client communications before they are sent, and is that approval recorded?
• Supervision: can compliance see what each automation or agent did, on which record, and when?
• Data use: does the vendor train models on your data, and which subprocessors handle it?
• Evidence: can the vendor share its SOC 2 report under NDA?

On the automation side, Caddi's answer is Govern: every run is logged, reviewable and traceable to the source record, so a reviewer can see what ran and on what data.

How to get started

List the repeated work first: the hours around meetings and the hours your operations team spends between systems. Caddi Discover reads the tools you already use, read only, and ranks the repetitive work by time. Then pilot one job with one tool, with compliance involved from the start, confirm it writes to the CRM, custodian and document systems you actually use, and update your procedures for AI-drafted communications and automated record changes before you scale.

Related reading: AI use cases for financial advisors and workflow automation for financial advisors.