I built Ask Linc because some of the most important questions about your money are also the hardest to answer. “Can I retire at 50?” “Should I pay off my mortgage or keep investing?” “Can I afford this house without derailing my other goals?” “What happens to my plan if the market drops 30%?” These aren’t questions a dashboard can answer. They depend on your income, spending, taxes, investments, debt, goals, risk, and what happens with the markets. Ask Linc connects to your financial accounts and helps you reason through those decisions in plain English. Think of it as an AI financial analyst that already understands your entire financial picture. asklinc.com/x

Been building Ask Linc. It's on Tiny Startups now 🚀 tinystartups.com/startup/ask… Financial AI you can trust. Zero tolerance for made-up math. See the data behind every answer. thanks @RatheeJaisal

Potentially more useful than asking: “How soon can I retire?” Ask: “How much less could I afford to earn?” That might buy you freedom decades earlier. asklinc.com/blog/coast-fire-…

FIRE has developed enough sub-genres that I’m expecting Yacht Rock FIRE any day now. Quick version: FIRE = stop working Coast FIRE = stop saving for retirement Barista FIRE = work less / earn less asklinc.com/blog/coast-fire-…

You reached Coast FIRE. Congrats!! 🎉🎉🎉 Now comes the surprisingly uncomfortable part: …are you actually willing to stop saving so much? asklinc.com/blog/after-coast…

Fun retirement-planning fact: Your portfolio may not actually need to pay for your entire retirement. Social Security and pensions are money too. Revolutionary, I know. asklinc.com/blog/coast-fire-…

A $700k house with 20% down doesn't just replace rent with a mortgage. It pulls $140k from investments, adds closing costs, and raises your required annual spending. If that means three more years at a full salary, that's the actual price tag. asklinc.com/blog/renting-vs-…

I just asked Linc what this rate hike means for my retirement plans. The part I found especially helpful was: "At 82.6% equity allocation, your retirement plan is far more exposed to long-run market returns than to a single 25bp rate move — this hike is a minor input compared to sequence-of-returns risk." See the full response below: "A quarter-point Fed hike to 3.75%-4.00% doesn't directly rewrite your retirement math, but it does ripple through a couple of corners of your finances. Your mortgage is a fixed-rate loan, so that payment doesn't budge. Your credit cards are a different story — those carry variable APRs (19.49% purchase APR on your X and Y cards, 19.49%/29.74% on your Z card) that typically track the Fed funds rate, so carrying a balance gets a bit pricier when the Fed hikes. On the retirement-plan side, the bigger levers are still the ones we've already been testing: retiring at 60 with $150K/year spending currently models a historical survival rate of about 79%, running on 82.6% equity allocation. Short-term rate moves like this one are noise compared to those long-horizon assumptions — your plan isn't something you need to change today because of one Fed decision."

Coast FIRE at 35: “Compound interest, take the wheel.” Coast FIRE at 55: “Okay compound interest, we’re gonna need you to pick up the pace.” Age matters. A lot. asklinc.com/blog/coast-fire-…

Your Coast FIRE number: $437,281. Very official-looking. Also completely dependent on what you assume your investments will return for the next few decades. So maybe don’t tattoo it on yourself just yet. asklinc.com/blog/coast-fire-…

Coast FIRE at 35, retiring at 60 on $60k/year: 3.0% real return → $716,000 needed today 3.9% → $579,000 5.0% → $443,000 A $273,000 spread from one assumption you can't verify for 25 years. That's why the calculator output isn't a finish line. asklinc.com/blog/coast-fire?…

$95,000 in savings. $18,000 for closing and moving. $30,000 kept as an emergency reserve. That's a $47,000 down payment, not a $95,000 one. Most down payment decisions go wrong at this step, before anyone compares loan options. asklinc.com/blog/down-paymen…

Connect accounts, dump the JSON in a prompt, ask the model. Great demo. Then: which balance is authoritative when a brokerage reports both an account total and holdings? Is a transfer income? Not prompting problems. Data architecture problems. asklinc.com/blog/building-a-…

Traditional financial planning runs on an appointment schedule. Your decisions don't. A recruiting deadline, a home offer, or a surprise leave from work rarely waits for the next quarterly meeting. That timing gap is the real difference, not the fee. asklinc.com/blog/financial-a…

For early retirement, the assumption most likely to flip your answer isn't investment returns. It's spending. Test the variable with the most influence, then find the point where the decision stops feeling acceptable. asklinc.com/blog/financial-w…

At a 3.5% planning rate, every $35,000 of annual portfolio spending needs about $1 million. At 3.0% — closer to right for a 45-year horizon — $100,000 of spending needs $3.33 million, not $2.56 million. The rate assumption is the plan. asklinc.com/blog/how-much-do…

A 24% credit card balance isn't competing fairly with a diversified portfolio. One return is certain; the other isn't. A 3% mortgage is a different story. A 7% auto loan is genuinely gray. The interest rate alone doesn't decide it. asklinc.com/blog/what-to-do-…

$90,000 in cash and investments sounds like 16 months of runway. Subtract the down payment fund, the tax bill, and $12,000 in moving costs and you have $33,000 — six months at a $5,500 monthly shortfall. Runway is money by purpose, not total balances. asklinc.com/blog/can-i-affor…

Treasuries are yielding 4–5%+. Mortgages are still around 6.7%. Credit cards are near 21%. Inflation is above 3%. Tech stocks are selling off. Okay... now what? That’s the problem with most financial news. It gives you more information, but not necessarily a better decision. The useful questions are personal: Should you take less investment risk when Treasuries yield 5%? Should you pay down debt instead of investing? Does today’s inflation meaningfully change your retirement plan? Does this market pullback actually affect your portfolio or timeline? That’s what Ask Linc is meant to answer. Not another place to watch the numbers. A way to understand what the numbers mean for you. asklinc.com

Saving $2,000/month for a down payment and your recurring spending rises by $350? That's over $4,000 a year, before foregone interest. Not necessarily a problem — but it should be a decision you made, not one you find out about later. asklinc.com/blog/identify-sp…

$30,000 in cash, with $18,000 earmarked for a down payment and a tax bill, is not a $30,000 emergency fund. It's a $12,000 emergency fund sitting next to $18,000 of scheduled spending. Known costs and emergency reserves should be counted separately. asklinc.com/blog/how-much-em…