AI Agentic Engineering: How Praxion Finance Builds Software
AI agentic engineering and multi-agent fintech development — domain specialists, structured handoffs...
Free retirement & tax planning
Model Roth conversions, Social Security timing, taxes, IRMAA, and withdrawal strategies to see how each decision affects your lifetime income, taxes, and legacy — with Praxion AI agents and conversational guidance on top of the same engine.
Most retirement tools show you the outcome. Praxion shows you the decisions that create it.
Praxion AI combines a CFP-grade retirement engine with specialized AI agents and conversational guidance — so you get personalized answers, scenario modeling, and strategy optimization in plain language.
Optimize your strategy
Ranked Roth conversions, withdrawal sequencing, and legacy trade-offs from the same engine.
React when markets move
Stress-test drift and shock scenarios with generator + critic agent review.
Keep balances current
Per-account confidence scoring and one-click reconciliation as markets move.
Ask anything about your plan
Conversational answers grounded in your profile — projections, Roth, and what-if scenarios.
Deep dives on the decisions that shape a retirement plan.
New IRS limits, bracket shifts, and what changes about your plan this year.
Why the early-retirement years are often the highest-leverage Roth window.
Real estate, trusts, and the inheritance tax decision that hides in plain sight.
Why the timing of market returns can matter more than average returns in retirement.
The hidden tax drag of a "60/40 from each account" rule, and what to do instead.
Tax-aware rebalancing strategies that keep your allocation honest without a tax bill.
AI Review, AI Optimizer, Data Health, and conversational Praxion AI — one hub page.
How conversational AI meets CFP-grade modeling for real-time retirement answers.
Tax, shock, withdrawal, data health, and critic agents — what each one watches.
How AI models Monte Carlo success, Roth conversions, withdrawal order, and IRMAA.
Multi-LLM orchestration, generator-critic validation, and governance behind Praxion AI.
Estimate cumulative RMD taxes and IRMAA surcharges across retirement.
Compare claiming ages and lifetime benefit trade-offs.
Project premiums, IRMAA tiers, and out-of-pocket healthcare costs.
Monte Carlo, Roth, tax optimization, and withdrawal strategy documentation.
The age-73 tax shock that catches retirees who didn’t see RMDs and SS stacking.
What the 2033 trust-fund depletion means for your projected benefit.
A clear comparison of the two Medicare paths and how each affects out-of-pocket cost.
Most retirement calculators answer one question: “Will my money last?” That is useful, but it hides the decisions that actually drive the answer — when to convert to a Roth IRA, which account to withdraw from first, how Social Security claiming age interacts with Medicare IRMAA surcharges, and how required minimum distributions at age 73 stack on top of other income. Praxion Finance is built to model those levers together so you can see why a plan succeeds or fails, not only whether a single projection line crosses zero.
The platform runs tax-aware, year-by-year simulations across thousands of market paths (Monte Carlo) and deterministic scenarios. You can compare Roth conversion windows against a do-nothing baseline, stress-test withdrawal order, and explore how bracket fill, IRMAA cliffs, and the Social Security taxation cascade change lifetime taxes and spendable income. Praxion AI agents add ranked recommendations and plain-language explanations on top of the same engine — so you can ask “what if I retire at 62?” or “convert $40K this year?” and get answers grounded in your profile, not generic rules of thumb.
Whether you are ten years from retirement or already drawing income, the goal is the same: make the trade-offs visible before you commit. Use the free Quick Start to build a baseline plan in a few minutes, then explore dedicated tools for Monte Carlo simulation, Roth conversion analysis, tax-aware withdrawals, and Social Security timing. Educational modeling only — not individualized investment, tax, or legal advice.
Most retirement tools show you the outcome. Praxion shows you the decisions that create it.
Three risks static plans miss
A weak market early in retirement can sink a plan that “averages” fine.
Cross an income line by $1 and Medicare premiums can jump for the whole year.
Required withdrawals at 73+ can push you into higher brackets and tax more of your Social Security.
One engine models the decisions that move your lifetime taxes, income, and legacy.
Build a plan from your real numbers — Roth conversions, Social Security timing, withdrawals, RMDs, and IRMAA — across 1,000+ tax-aware simulations.
See how each decision changes your lifetime taxes, income, and legacy — side by side.
Get a ranked action plan showing where your plan breaks and what to change first.
Stage-tailored guidance — the universal “Analyze My Retirement” path stays open.
A Roth conversion calculator focuses on when and how much to convert to manage future taxes and required minimum distributions, while withdrawal sequencing decides which accounts to draw from each year. Praxion models both together, since the best conversion plan generally depends on your withdrawal order — and vice versa.
Instead of a single "average" projection, a Monte Carlo simulation runs your plan across many possible market paths. The result is a probability that your money lasts, plus a view of when and where risk tends to appear — not a guarantee of any specific outcome.
IRMAA adds Medicare premium surcharges once your income crosses certain thresholds, and the increase applies for the whole year. Because the brackets work like cliffs, modeling income year by year can help you see when a conversion or withdrawal might push you over — and whether it is worth it.
Delaying Social Security can open lower-income years that are often a good window for Roth conversions, while claiming early fills those years with taxable benefits. The right balance depends on your other income, tax brackets, and goals, so Praxion lets you compare the timing side by side.
Yes — the planning tools are free and do not require linking a bank account. We do not sell your personal or financial information.
Yes. Praxion is a free AI financial planner focused on retirement: Praxion AI models Monte Carlo success rates, Roth conversion timing, withdrawal sequencing, IRMAA cliffs, and Social Security claiming from your inputs — with no bank linking. It is planning software, not personalized investment advice.
Free retirement & tax planning
Discover the Retirement Decisions That Could Change Your Future
Model Roth conversions, Social Security timing, taxes, IRMAA, and withdrawal strategies to see how each decision affects your lifetime income, taxes, and legacy.
Most retirement tools show you the outcome. Praxion shows you the decisions that create it.
401(k), IRA, brokerage, or any estimate — exclude home equity.
Monte Carlo + tax-aware withdrawal sequencing on your numbers.
100% free~2 minNo account linkingNo advisor pitch1,000+ simulations
Get a personalized projection, key risks, and suggested adjustments in minutes.
Illustrative profile: 62, married, $1.8M saved ($1.4M in a traditional IRA) — not your plan.
Across 1,000+ tax-aware simulations · RMDs, IRMAA & brackets included
View full sample report →Modeled output based on assumptions — not a guarantee of results. Consult a CFP®, CPA, or other licensed financial professional. Full disclaimer →
Most retirement tools show you the outcome. Praxion shows you the decisions that create it.
Three risks static plans miss
A weak market early in retirement can sink a plan that “averages” fine.
Cross an income line by $1 and Medicare premiums can jump for the whole year.
Required withdrawals at 73+ can push you into higher brackets and tax more of your Social Security.
Praxion models your multi-decade plan in an integrated calculation engine—showing how Roth conversions, Social Security, and IRMAA brackets interact year by year so you can spot costly trade-offs before you act.
A holistic orchestration engine built for multi-decade retirement tax planning.
Praxion AI combines a CFP-grade retirement engine with specialized AI agents and conversational guidance — so you get personalized answers, scenario modeling, and strategy optimization in plain language.
Optimize your strategy
Ranked Roth conversions, withdrawal sequencing, and legacy trade-offs from the same engine.
React when markets move
Stress-test drift and shock scenarios with generator + critic agent review.
Keep balances current
Per-account confidence scoring and one-click reconciliation as markets move.
Ask anything about your plan
Conversational answers grounded in your profile — projections, Roth, and what-if scenarios.
One engine models the decisions that move your lifetime taxes, income, and legacy.
Build a plan from your real numbers — Roth conversions, Social Security timing, withdrawals, RMDs, and IRMAA — across 1,000+ tax-aware simulations.
See how each decision changes your lifetime taxes, income, and legacy — side by side.
Get a ranked action plan showing where your plan breaks and what to change first.
Stage-tailored guidance — the universal “Analyze My Retirement” path stays open.
Deterministic multi-decade projections under current federal tax framework.
Synthetic profiles illustrating tax-aware withdrawal and conversion strategies.
Modeled output based on assumptions — not a guarantee of results. Consult a CFP®, CPA, or other licensed financial professional. Full disclaimer →
Transparent assumptions, tax-aware modeling, and recommendations you can verify.
Every plan is stress-tested across thousands of market paths — not just a single average-return projection.
Federal brackets, RMD ages, and IRMAA tiers reflect the current filing year.
See why Praxion suggests a Roth conversion, Social Security strategy, or withdrawal plan before making a decision.
We don’t manage investments, sell leads, or earn advisor referral fees.
A Roth conversion calculator focuses on when and how much to convert to manage future taxes and required minimum distributions, while withdrawal sequencing decides which accounts to draw from each year. Praxion models both together, since the best conversion plan generally depends on your withdrawal order — and vice versa.
Instead of a single "average" projection, a Monte Carlo simulation runs your plan across many possible market paths. The result is a probability that your money lasts, plus a view of when and where risk tends to appear — not a guarantee of any specific outcome.
IRMAA adds Medicare premium surcharges once your income crosses certain thresholds, and the increase applies for the whole year. Because the brackets work like cliffs, modeling income year by year can help you see when a conversion or withdrawal might push you over — and whether it is worth it.
Delaying Social Security can open lower-income years that are often a good window for Roth conversions, while claiming early fills those years with taxable benefits. The right balance depends on your other income, tax brackets, and goals, so Praxion lets you compare the timing side by side.
Yes — the planning tools are free and do not require linking a bank account. We do not sell your personal or financial information.
Yes. Praxion is a free AI financial planner focused on retirement: Praxion AI models Monte Carlo success rates, Roth conversion timing, withdrawal sequencing, IRMAA cliffs, and Social Security claiming from your inputs — with no bank linking. It is planning software, not personalized investment advice.
Evidence-based insights on retirement risk, taxes, and planning decisions.
AI agentic engineering and multi-agent fintech development — domain specialists, structured handoffs...
The formulas, the common pitfalls (volatility drag, IID vs sequence autocorrelation, tax cascade), a...
The four levers — withdrawal sequencing, Roth conversion timing, capital-gains realization, IRMAA ma...
100% free~2 minNo account linking