The Tax-Efficient Hedge: Using AI for Options Hedging

By Dave Wang

I've been flooded with messages lately asking the same question:

"How do I hedge my individual stocks without triggering a tax bill?"

The setup is this: you're sitting on a big gain in a single name. Maybe it's up 50%. Maybe 100%+.

You're nervous about near-term downside but selling now means paying short-term capital gains taxes, which can eat 37%+ of your profit if you're a high earner.

The numbers don't work. Selling early to dodge a 20% drawdown costs you more in taxes than the drawdown itself.

So what do investors do? They ride it out nervously. Or worse, they panic sell at the bottom and pay Uncle Sam anyway.

There's a better way: the collar trade using options.

A collar is simple - you buy a protective put (downside floor) and sell a call (upside cap) against your shares. Done right, it can be zero-carry cost or even generate a little income, hedge your downside, and avoid triggering capital gains taxes.

The challenge? Constructing the collar properly requires scanning dozens of strikes, expiries, liquidity filters, Greeks, tax rules, and scenario payoffs. Manually, this takes hours.

I'm going to show you how to use AI to design, evaluate, and rank collar hedges in minutes.

I got this request specifically for $PLTR - a name that's run hard and now sitting near all-time highs. The investor wants to protect against a 15% drawdown over the next 6 months without capping upside more than 8%, and wants the structure to be zero-cost.

Here's the plan:

  1. Feed AI the parameters (ticker, shares, cost basis, hedge horizon, cost preference, floor/cap constraints)
  2. AI scans the option chain
  3. AI ranks the best structures, models payoff scenarios, and flags tax considerations
  4. Get a recommended collar + monitoring plan

The Prompt

I have a sneak peak for our newsletter community - I am releasing our Prompt Library software that I personally use to craft lengthy prompts (platform also includes 20+ hours of courses to master AI investing techniques).

For you as a reader, this makes it easier for me to share my free prompts in one single link.

The software also makes it much easier to (1) manage library of prompts (2) use my corpus of 100+ prompts (3) insert variables without manual effort (4) craft lengthy finance prompts with just a few words

Anyways, link to this week's free prompt: Wall Street Prompt - Collar Trade Prompt

Video demo below:

The Result

Full output here:Link

AI delivered three zero-cost collar options. Here's the recommended structure it gave:

  • Buy May 15, 2026 $152.50 Put / Sell May 15, 2026 $187.50 Call
  • Protection: Covers you down to $152.50 (−14.3% from current price)
  • Upside cap: Locked at $187.50 (+5.4%)
  • Cost: $0

Translation: you're protected against a 15% drop while keeping 5% upside, without paying anything upfront.

What happens at expiration:

  • If PLTR tanks: Max loss capped at $2,543 (vs $7,000+ unhedged)
  • If PLTR rallies hard: Max gain $957 (you give up gains above $187.50)
  • If PLTR stays flat: Break even

AI also gave two alternatives if you want different trade-offs — tighter protection with less upside, or looser protection with more upside room.

Key callouts AI flagged:

  • PLTR reports earnings in Feb and May — both inside your hedge window. The put protects you if they miss; the call caps you if they beat big.
  • Current volatility is relatively low (16th percentile), which makes this collar cheaper to construct than if markets were panicking.
  • Tax note: The structure avoids triggering capital gains, but AI flagged potential straddle rules (IRC §1092) where the put + stock combo can defer losses. Worth running by your CPA.

What impressed me:

AI not only spit out strikes, it also gave a monitoring playbook. Roll the collar if the stock gets within 2% of your floor or cap. Re-evaluate 1-2 weeks before earnings. Check in when you're under 21 days to expiration.

This entire analysis took under 2 minutes vs hours of manual work in Excel scanning option chains.

One thing to check:

AI couldn't pull live option prices, so verify on your broker that the put and call premiums actually net to ~$0. If not, adjust strikes up or down by $2.50 until they balance.

This works on any ticker where you're nervous about the next few months but don't want to sell and pay taxes.

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2026 — Built by Dave Wang. Not financial advice, only for educational purposes.