How I Think
Analysis
Tax alpha is the most underdelivered value in wealth management....
The performance conversation in wealth management runs in one direction. Advisors benchmark returns against indices, investors ask whether their portfolio beat the market, and the industry spends enormous resources on investment selection that, in aggregate, rarely justifies its cost. Active fund managers underperform their benchmarks after fees over long periods at rates that are well-documented and largely uncontested.
That's the narrow frame. The more interesting question isn't whether a given manager can generate alpha through security selection. It's why so little attention goes to the form of alpha that's more reliable, more repeatable, and less dependent on information advantages almost no one actually has.
Tax alpha is the after-tax return differential created by managing the tax consequences of investing systematically. Asset location places tax-inefficient assets like bonds and REITs inside tax-advantaged accounts while holding tax-efficient equity exposure in taxable accounts, producing meaningful return improvement without changing the underlying investment thesis. Tax-loss harvesting captures losses on depreciated positions to offset realized gains and reinvests in correlated exposure that preserves portfolio structure. Roth conversion ladders convert pre-tax retirement balances during low-income years, reducing future required minimum distributions and the tax drag on retirement income. None of these require a market view. They require coordination and process.
The measurement problem is why this gets underprioritized. Investment returns are easy to benchmark. The counterfactual for tax efficiency is harder to isolate and harder to show a client in a quarterly review. Advisors are evaluated on gross performance. The after-tax figure, which is the one that actually compounds, gets less airtime.
The execution gap isn't the strategies. It's systematic application across a real client relationship with multiple accounts, varying income years, and asset sales tied to liquidity needs. Most advisory practices don't have a repeatable process for this. The planning judgment required doesn't automate cleanly, and AUM-based fee structures don't reward it the way gathering assets does.
The pattern holds. The science is solved. The gap between what's available and what clients are actually receiving is a process and incentive problem before it's a knowledge problem.
What I'm tracking
Capital allocation and markets: How businesses deploy time, money, and resources determines outcomes more than any single decision. Following how allocation decisions compound across sectors, and how small differences in where capital flows create meaningful separation in performance over time.
Tax efficiency and planning delivery: How the gap between available tax strategies and what clients actually receive persists despite the strategies being well-understood. Asset location, tax-loss harvesting, and Roth conversion sequencing are not novel. Systematic application across a real client relationship is. The value is in the process, not the knowledge.
Private credit and retail distribution: How the move to bring private credit and alternative strategies downstream to mass affluent investors is changing the risk and return calculus. Interval funds and private credit ETFs are scaling access, but the illiquidity premium that made these strategies attractive was partly a function of limited distribution. Watching whether the return profile holds as the investor base broadens.
SEC v. Cochran: Tracking the structural implications of this case for regulatory enforcement power and market confidence. Focused on how the outcome shapes the boundaries between agency authority and judicial oversight.
Observations
On systems
When something isn't working, the answer is usually in the structure, not the person. Most execution failures are design failures in disguise. Pointing at people is easier than mapping the system, which is exactly why the system never gets fixed.
On Compounding
Small advantages, repeated consistently, create more separation than any single decision. This applies equally to investing, operations, and how you build a reputation. The constraint is rarely the size of the move, it's whether you make it consistently.