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Go beyond rebalancing on
Tamarac with Vise

Go beyond rebalancing on
Tamarac with Vise

Go beyond rebalancing on Tamarac with Vise

Daily harvesting, automated distributions, one-click model updates. $100B+ in assets managed on one platform.

Daily harvesting, automated distributions, one-click model updates. $100B+ in assets managed on one platform.

Get Started

Get Started

Rules don't optimize. Algorithms do.

Rules don't optimize. Algorithms do.

Most platforms run on static rules that conflict with each other. Vise uses a multi-objective optimization engine that weighs every variable before placing a single trade.

Most platforms run on static rules that conflict with each other. Vise uses a multi-objective optimization engine that weighs every variable before placing a single trade.

RULES-BASED REBALANCING

RULES-BASED REBALANCING

Static rules conflict with each other and force unnecessary turnover.

Static rules conflict with each other and force unnecessary turnover.

Rebalance on calendar schedule
Buy and hold
Maintain 3% cash buffer
Sell if drift exceeds 5%
Liquidate for distributions first
Restrict single stock > 10%
Harvest losses quarterly

The Vise ADVANTAGE

The Vise ADVANTAGE

Every decision accounts for every other. Minimal wasted trades.

Every decision accounts
for every other. Minimal wasted trades.

Every decision accounts
for every other. Minimal
wasted trades.

Tax
Drift
Risk
Costs
Client
Multi-objective optimization
Optimal trade list

Why the engine matters more than the rebalancer

Tamarac is a strong rebalancer. Where it might hit a ceiling is when you need the system to think across multiple dimensions at once.

Avoid overlapping funds

Two ETFs share 95% of the same stocks. Tamarac trades between them, which might trigger a taxable event for no change in exposure. Vise sees the overlap and skips the trade.

Avoid overlapping funds

Two ETFs share 95% of the same stocks. Tamarac trades between them, which might trigger a taxable event for no change in exposure. Vise sees the overlap and skips the trade.

Alternatives need flexible allocation logic

Target is 20% alts, only 5% invested. Tamarac holds cash or possibly fails. Vise shifts to a risk-equivalent sleeve like fixed income until the alts trade is available.

Alternatives need flexible allocation logic

Target is 20% alts, only 5% invested. Tamarac holds cash or possibly fails. Vise shifts to a risk-equivalent sleeve like fixed income until the alts trade is available.

Customize not restrict

Every client restriction is one constraint in Vise's solve. In Tamarac, each one adds a rule that could compound with every account.

Customize not restrict

Every client restriction is one constraint in Vise's solve. In Tamarac, each one adds a rule that could compound with every account.

Side by side comparison

Side by side comparison

Vise
Tamarac
Multi-Custodian Trading
Multi-Custodian Trading
Household Asset Location
Not available
Daily Tax-Loss Harvesting
Reviews every position daily. Separate ST/LT budgets for current and future years
Advisor-initiated Tax-Loss Harvesting
Harvesting is advisor-initiated and threshold-based - the advisor kicks off a rebalance - versus Vise's continuous daily optimization.
Automation Bulk Transition
Collaborative workflow with version history. $150M+ books in six weeks.
Manual Transition Mapping
Onboarding is manual mapping of accounts to models. Advisors and home office trade spreadsheets back and forth.
Long Short
Harvests 5.9× the losses¹ of long-only in any market.
Long Short not available
Optimization Based Portfolio Engine
Weighs taxes, risk, turnover, and timing in a single solve. Absorbs every client restriction as a constraint without adding complexity.
Rules-Based Rebalancer
Reliable and predictable, but each restriction adds a rule. Lacks the ability for customization on some levels.

You’re leaving money on the table

You’re leaving money
on the table

Vise harvests automatically on a daily basis². Tamarac relies on advisors to initiate the harvesting process, which could be monthly, quarterly or annually.

Vise harvests automatically on a daily basis². Tamarac relies on advisors to initiate the harvesting process, which could be monthly, quarterly or annually.

For a client with a $1.5M portfolio, daily harvesting could have generated $247,369 in tax alpha over 5 years — $21,922 more than monthly harvesting
Daily harvesting
Monthly harvesting
Start1Y2Y3Y4Y5Y

For illustrative purposes only. Does not represent actual client results. Past performance does not guarantee future results.

For illustrative purposes only. Does not represent actual client results. Past performance does not guarantee future results.

Built for how advisors actually work

Built for how advisors actually work

Your team spends hours a day in this platform. Vise is designed for speed, clarity, and zero friction, so every workflow feels intuitive from day one.

Your team spends hours a day in this platform. Vise is designed for speed, clarity, and zero friction, so every workflow feels intuitive from day one.

Tamarac

Migrating to Vise is simple

Accounts stay at your custodian.
$150M+ books transitioned in six-week sprints.

Week 1
Week 2
Week 3
Week 4
Week 5
Week 6
Setup
Agreement, models and strategies, custodial connectivity.
Data in
Full book at lot level. Restrictions and cash bulk-uploaded.
Staged transition
Optimizer generates proposals. Review, approve in batches. Run alongside your current techstack.
Live
Daily harvesting, rebalancing, distributions, AI reporting active.

Migrating to Vise is simple

Accounts stay at your custodian.
$150M+ books transitioned in six-week sprints.

Week 1
Week 2
Week 3
Week 4
Week 5
Week 6
Setup
Agreement, models and strategies, custodial connectivity.
Data in
Full book at lot level. Restrictions and cash bulk-uploaded.
Staged transition
Optimizer generates proposals. Review, approve in batches. Run alongside your current techstack.
Live
Daily harvesting, rebalancing, distributions, AI reporting active.

Migrating to Vise is simple

Accounts stay at your custodian. $150M+ books transitioned in six-week sprints.

Week 1
Week 2
Week 3
Week 4
Week 5
Week 6
Setup
Agreement, models and strategies, custodial connectivity.
Data in
Full book at lot level. Restrictions and cash bulk-uploaded.
Staged transition
Optimizer generates proposals. Review, approve in batches. Run alongside your current techstack.
Live
Daily harvesting, rebalancing, distributions, AI reporting active.

For illustrative purposes only. Does not represent actual client results. Past performance does not guarantee future results.

For illustrative purposes only. Does not represent actual client results. Past performance does not guarantee future results.

Frequently asked questions

Is it easy to switch?

Yes. Vise handles the heavy lifting so you can get up and running fast. Our AI-powered onboarding agents prefill documents using your custodian and CRM data, and our team manages the technical setup end to end. Enterprise firms typically complete onboarding in about 3 months, compared to 12-24 months with legacy platforms. You'll have a dedicated team guiding you through every step.

Do I have to migrate all accounts at once?

No. You can move accounts over at your own pace. Vise builds a personalized tax plan for each client with separate short-term and long-term gain budgets, so every transition is optimized to minimize tax impact. Many firms start with a handful of accounts, see the results, and expand from there.

What about my existing models?

Bring them. Vise's Strategy Center lets you import your existing investment models and manage them with versioning, effective dating, and full audit logs. You can set firm-level defaults and allow client-level overrides. If you're running a strategy we don't already have in our universe, we'll work with you to add it.

Which custodians does Vise support?

Vise integrates with Fidelity, Schwab, BNY Mellon, BNY Pershing, Goldman Sachs, Raymond James, and Altruist, with more on the way. All integrations support real-time data feeds for cash and positions, straight-through trade processing, and automated daily reconciliation.

How is Vise different from Tamarac?

Tamarac is a rules-based rebalancer; Vise is optimization-based. Rather than stacking individual rules, Vise solves for the best trade across tax, risk, turnover, and tracking error at once, and sees look-through ownership of funds to avoid needless gain-realizing swaps.

Does Vise replace Tamarac's rebalancing?

Vise runs portfolio construction, rebalancing, and tax management on one optimization engine, with daily tax-loss harvesting and wash-sale avoidance coordinated across the household. Firms often move tax-sensitive and high-net-worth books to Vise for optimization depth a rules-based rebalancer can't match.

See how Vise compares
for your tech stack.
See how Vise compares for your tech stack.
See how Vise compares
for your tech stack.

¹ Ratio of total losses harvested by Vise Long Short (145/45) vs. a long-only direct index across all market environments, in Vise simulations 06/2005–06/2025. Benchmark: Morningstar US Large-Mid Cap 1000; net of transaction costs and 1.0% financing, not net of management fees. Hypothetical, backtested performance; not indicative of future results.

² Daily harvesting reflects Vise's internal backtest for US Large Cap direct indexing (daily single-stock tax-loss harvesting; 37% short-term / 20% long-term tax rates). Monthly (2.84%), quarterly (2.64%) and annual (1.64%) harvesting come from Vise's internal harvest-frequency study using the same methodology. The chart illustrates these annual rates over the selected time horizon. The shape of each line — including the timing and depth of any decline — is illustrative and does not represent a specific historical period or a backtested return path. Methodologies and tax assumptions may differ between figures. For illustrative purposes only. Simulated and backtested performance does not reflect actual client accounts and does not guarantee future results. Tax treatment varies by individual circumstances; consult a qualified tax professional.

Tamarac and Envestnet are trademarks of Envestnet, Inc. Vise is not affiliated with, endorsed by, or sponsored by Envestnet, Inc. References to Tamarac are for identification purposes only.

Updated as of September 3, 2026.

521 Broadway
New York, NY 10012

+1 201 375 3969

1 Vise "Platform Assets" encompasses assets actively managed by Vise as well as assets that Vise aggregates, monitors, and uses to generate customized proposals. As of 6/1/2026.
2 This calculation is based on total realized losses as of 12/15/25 and assumes a long-term capital gains tax rate of 20% and a short-term capital gains tax rate of 41%.
3 Source: Cerulli Associates, U.S. Asset and Wealth Management Edition, 2021

Images and graphs on this page are for illustrative purposes only. Does not represent actual client results. Past performance does not guarantee future results.

Tax-Loss Harvesting Disclosures

Vise AI Advisors, LLC (“Vise”) is an SEC-registered investment adviser. The material presented is for informational purposes only and should not be construed as investment advice. It is not a recommendation of, or an offer to sell or solicitation of an offer to buy, any particular security, strategy, or investment product. Nothing on this website should be construed as personalized investment advice, which can only be provided in one-on-one communications.

Investing in securities involves risks, including the potential loss of money, and past performance does not guarantee future results. Historical returns, expected returns, and probability projections are provided for informational and illustrative purposes and may not reflect actual future performance.

Product images shown are for informational and illustrative purposes only and may not reflect how they will appear within the product. Third-party trademarks and service marks referenced are the property of their respective owners.


© 2026 Vise | Vise is a registered trademark of Vise Technologies, Inc.

521 Broadway
New York, NY 10012

+1 201 375 3969

1 Vise "Platform Assets" encompasses assets actively managed by Vise as well as assets that Vise aggregates, monitors, and uses to generate customized proposals. As of 6/1/2026.
2 This calculation is based on total realized losses as of 12/15/25 and assumes a long-term capital gains tax rate of 20% and a short-term capital gains tax rate of 41%.
3 Source: Cerulli Associates, U.S. Asset and Wealth Management Edition, 2021

Images and graphs on this page are for illustrative purposes only. Does not represent actual client results. Past performance does not guarantee future results.

Tax-Loss Harvesting Disclosures

Vise AI Advisors, LLC (“Vise”) is an SEC-registered investment adviser. The material presented is for informational purposes only and should not be construed as investment advice. It is not a recommendation of, or an offer to sell or solicitation of an offer to buy, any particular security, strategy, or investment product. Nothing on this website should be construed as personalized investment advice, which can only be provided in one-on-one communications.

Investing in securities involves risks, including the potential loss of money, and past performance does not guarantee future results. Historical returns, expected returns, and probability projections are provided for informational and illustrative purposes and may not reflect actual future performance.

Product images shown are for informational and illustrative purposes only and may not reflect how they will appear within the product. Third-party trademarks and service marks referenced are the property of their respective owners.


© 2026 Vise | Vise is a registered trademark of Vise Technologies, Inc.

521 Broadway
New York, NY 10012

+1 201 375 3969

1 Vise "Platform Assets" encompasses assets actively managed by Vise as well as assets that Vise aggregates, monitors, and uses to generate customized proposals. As of 6/1/2026.
2 This calculation is based on total realized losses as of 12/15/25 and assumes a long-term capital gains tax rate of 20% and a short-term capital gains tax rate of 41%.
3 Source: Cerulli Associates, U.S. Asset and Wealth Management Edition, 2021

Images and graphs on this page are for illustrative purposes only. Does not represent actual client results. Past performance does not guarantee future results.

Tax-Loss Harvesting Disclosures

Vise AI Advisors, LLC (“Vise”) is an SEC-registered investment adviser. The material presented is for informational purposes only and should not be construed as investment advice. It is not a recommendation of, or an offer to sell or solicitation of an offer to buy, any particular security, strategy, or investment product. Nothing on this website should be construed as personalized investment advice, which can only be provided in one-on-one communications.

Investing in securities involves risks, including the potential loss of money, and past performance does not guarantee future results. Historical returns, expected returns, and probability projections are provided for informational and illustrative purposes and may not reflect actual future performance.

Product images shown are for informational and illustrative purposes only and may not reflect how they will appear within the product. Third-party trademarks and service marks referenced are the property of their respective owners.


© 2026 Vise | Vise is a registered trademark of Vise Technologies, Inc.