Tax-loss harvesting
Continuous scanning across every household's taxable accounts, with each candidate evaluated by the deterministic engine and proposed to you for review — not executed on its own.
AI for Advisors · Tax Planning
AI tax planning for financial advisors
Tax opportunities do not wait for annual reviews. entropyFA watches every household year-round — harvesting opportunities, tax-aware liquidations, coordination across accounts — and prepares the recommendation with the numbers already run.
Tax analysis runs on the household’s actual positions and lots.
What it handles
The work this replaces
Tax-aware withdrawals and liquidations
When a client needs cash, the agent compares every liquidation path — tax consequences by lot and account, allocation impact, and long-term plan effects — before you choose.
Multi-account coordination
Taxable, deferred, and Roth accounts get managed as one picture, so rebalancing and distribution decisions account for where each dollar sits.
How it works
From household data to advisor-approved action
- See
The full tax picture in one place
Tax lots, account registrations, entities, and tax documents are organized in the encrypted vault, so the agent works from what is actually true for the household.
- Price
Every option gets real numbers
The quantitative engine compares strategies — harvest now or wait, which lots, which accounts — including tax consequences and Monte Carlo checks on long-term plan impact.
- Approve
You make the call
The agent presents the recommendation with trade-offs and plain-language rationale. Nothing executes without advisor approval, and everything is logged.
Capabilities
What the agent brings
- Tax-loss harvesting optimization
- Tax-aware liquidation analysis
- Multi-account rebalancing
- Scenario modeling of tax decisions
- Tax document organization
- Year-round monitoring across every household
Why you can trust it
Tax planning, not tax preparation
entropyFA prepares forward-looking tax strategy from the household's full wealth picture. It complements the client's CPA and your tax-preparation tools — it does not file returns. What it adds is the continuous watching and analysis that annual processes structurally miss.
↳ Review the trust architectureFAQ
Common questions from advisory firms
How is continuous tax-loss harvesting different from quarterly reviews?
Harvesting opportunities appear and disappear with the market — a quarterly or annual review catches whatever happens to be visible that week. entropyFA monitors continuously, evaluates each candidate with deterministic math, and brings you the ones worth acting on while they exist.
Does entropyFA replace the client's CPA or my tax software?
No. entropyFA does tax planning — harvesting, tax-aware withdrawals, account coordination, and scenario modeling — from the household's investment and planning picture. Return preparation stays with the CPA; entropyFA's output gives them and you a cleaner starting point.
How are tax consequences calculated?
By the deterministic quantitative engine, using the household's actual lots, accounts, and plan. The generative AI explains the analysis in plain language, but it never estimates the tax math itself, so results are reproducible and auditable.
What does the advisor approve?
Everything that acts on a household: harvest trades, liquidation strategies, and rebalancing all arrive as proposals with rationale and trade-offs. entropyFA is non-discretionary by design — agents propose, humans approve.
How is sensitive tax data protected?
Client data is not used to train AI models. Everything is encrypted with AES-256 at rest and TLS 1.3 in transit, isolated per family with separate keys, processed only in the US, on SOC 2 audited infrastructure.
Related solutions
One agent, connected workflows
AI Portfolio Management
Drift monitoring and multi-account rebalancing with tax-aware trades — the agent proposes, you approve.
↳ Learn moreAI Financial Planning
Comprehensive plans, Monte Carlo simulation, and scenario modeling — generated from the full household picture and kept current.
↳ Learn moreAI Estate Planning Support
Estate documents organized, entities and trusts mapped, scenarios modeled — alongside counsel.
↳ Learn moreNext step
See it on your own workflow
Tell us about your firm and client mix. We will show you where entropyFA fits first, in a demo built around your work.