AI for Roth conversion and tax planning workflows
Last updated April 13, 2026 · By Isaiah Grant, Founder
AI does not replace tax planning software — it sits alongside it and handles the communication, scenario comparison, and client education that tax planning generates. The advisor uses their planning tool to model a Roth conversion. AI drafts the explanation email, builds the comparison table for the review meeting, pre-screens the recommendation for compliance, and follows up with the client on the action items.
Where AI fits in the tax planning workflow
- Scenario comparison. After running 3-5 conversion scenarios in your planning software, AI produces a plain-English summary comparing each scenario — tax cost now, projected tax savings over 10/20/30 years, impact on IRMAA, effect on estate.
- Client-facing explanation. Most clients cannot read a Monte Carlo output. AI translates the planning software's projections into a one-page summary the client can actually understand.
- Meeting prep. Before a tax planning review, AI pulls the client's current tax bracket, estimated RMDs, IRMAA threshold proximity, and any open conversion windows — and produces a brief the advisor reads in 5 minutes.
- Follow-up automation. After the meeting, AI drafts the follow-up email with specific action items: "Sign the Roth conversion form by March 15. Send your 2025 1099-R to your CPA. We will review the impact in Q3."
- Compliance pre-screen. Any written recommendation involving a Roth conversion needs a suitability check. AI flags potential issues — age, income, time horizon, existing Roth balance — before the recommendation goes to the client.
What AI does not do
AI does not run the tax projections. It does not replace your planning software (RightCapital, MoneyGuidePro, eMoney, Income Lab). It does not make the recommendation. What it does is handle the 80% of the workflow that is communication, documentation, and follow-up — the work that makes the difference between a tax plan that gets executed and one that sits in a drawer.
The RMD-specific case
For clients approaching 73, AI can monitor their account balances and projected RMDs, flag households where a partial Roth conversion in the current year would reduce future RMD obligations, and draft the outreach email suggesting a review. This is the Touch Point Engine at work — proactive, scheduled, client-specific.
Frequently asked
How does the install change for a niche-focused firm?
The workflows don't change; the Client Brain content does. We pre-load it with the planning issues, regulatory quirks, and vocabulary specific to the niche — student loans for physicians, RSU vesting for tech, FERS retirement for federal employees. Everything downstream then speaks the niche's language.
Will my clients feel the AI knows their world?
Yes if the Client Brain is well-tuned — which is most of what the on-site residency does for a niche firm. We sit with the principal and load every nuance: the right vocabulary, the right benchmarks, the right gotchas. After that, every output sounds like an advisor who's done this for 20 years.
How long until I can be the recognized AI-savvy advisor for my niche?
Three to six months for local awareness once the AEO content is published, twelve months for category recognition. Niche-focused firms have a structural advantage here — there are usually only 5-15 firms competing for any given niche-plus-geography combo.
What if my niche is too specialized for off-the-shelf AI tools?
That's exactly why the install pattern works. Off-the-shelf tools can't know your niche; a properly tuned Client Brain can. We've installed for divorce planners, federal employee specialists, sudden-wealth firms, and tech-executive practices — none of which had a SaaS that fit them.
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