Fintech · sub-niche
AI tax-loss harvesting.
Tax-loss harvesting for crypto + brokerage portfolios, automated end-to-end.
One-quarter buildSteady — one deal per month
Why now
Retail investors holding crypto + equities have unrealized losses they can claim. The product is annual, sticky, and pricable.
What the signal looks like
Repos with broker API integrations (Alpaca / IBKR / Robinhood), cost-basis calculation libraries, and tax-form generators.
Public examples
We name publicprojects + categories only — never founders we track inside the paid product. The buyer’s edge stays inside the product.
- Wealthfront-style automated harvesting
- CoinTracker-shaped crypto tax
- Hybrid stock + crypto harvesters
What this displaces
A CPA who looks at the portfolio in Q4 and panics.
Our build-vs-invest call
Build only with prior wealth-tech experience. Compliance complexity is real. The wedge is the high-net-worth retail user with $50k-500k portfolios — too big for Robinhood, too small for a private bank.
Common questions about this niche
- Is this seasonal?
- Q4 is the spike, but onboarding happens all year for the next tax season.
- Pricing?
- $100-300/year per user, or 0.25% AUM-style.
- Defensibility?
- The broker integrations + the tax-form library + the regulator relationship.
More inside Fintech
- Stablecoin treasury tooling — Treasury management when half your float is USDC.
- Embedded payroll APIs — Payroll-as-a-service for vertical SaaS — the Stripe Atlas of W-2 employment.
- Accounts receivable automation — AR follow-up, invoice routing, payment reconciliation — the workflow no one wants to own.
- Small-business credit underwriting — Real-time underwriting from bank-transaction data, not pulled credit reports.