Most portfolio disappointment is not a performance problem. It is an expectation problem that only becomes visible when performance arrives. The portfolio did roughly what a portfolio of that construction should have done. The number in the investor head was never connected to it.

Re-anchoring is the unglamorous work of reconnecting the two. It takes an afternoon, it requires no forecast, and it is probably the highest value thing an investor can do that does not involve buying or selling anything.

Where the anchor comes from, and why it is wrong

Ask most people what return they expect and the answer traces back to one of three places: what their portfolio did over the last two or three years, what an adviser quoted years ago, or a round number that sounds respectable. All three are anchors. None of them is an estimate.

The recency anchor is the most damaging because it is systematically backwards. A portfolio that has just returned well has, by definition, become more expensive relative to the cash flows behind it. The same assets now cost more and deliver the same stream. The honest conclusion after a strong run is that future expected returns are lower, which is the opposite of what the run makes everyone feel.

A better anchor takes three inputs

Long run returns from any asset decompose into three components, and you can estimate each without predicting anything.

• Starting income. The dividend yield, the coupon, the rental yield. This is observable today and requires no opinion.
• Growth in the underlying. How fast the earnings, coupons or rents behind the asset are likely to compound. Long run averages are a defensible default here.
• Change in valuation. What the market will pay per unit of those cash flows in future versus what it pays now. This is the only genuinely uncertain term, and the honest estimate for it over a long horizon is close to zero.

Add the first two, assume nothing from the third, and you have a starting expectation that is boring, defensible and usually a good deal lower than the one you were carrying. That is the point.

Then ask the harder question

With a realistic expectation in hand, the question changes shape. It stops being how much can I make and becomes how much do I need.

Write down the actual obligation. A sum by a date, an income by a year, a liability to be covered. Then work out the return required to get there from where you are. One of three things will be true, and each has a clear response.

• Required return is below expected return. You are taking more risk than your goal requires. Consider taking less. This is the most common finding and the most commonly ignored.
• They match. The plan is coherent. The work now is behavioural, which is to leave it alone.
• Required return is above expected return. The gap cannot be closed by picking better assets. It is closed by saving more, spending less, extending the horizon, or revising the goal. Investors who refuse all four of those options usually close it by taking risk they do not understand.

Sequence matters more than average

One point that almost never survives into a client conversation: for anyone drawing income, the order of returns matters as much as their average. Two portfolios with identical average returns over twenty years can end in completely different places depending on whether the bad years came early or late.

This is why an expectation expressed as a single average is insufficient for anyone near or in drawdown. The anchor needs a range and a plan for the bottom of it, which usually means holding enough in cash and short duration assets to avoid selling anything during a poor stretch.

Review on a calendar, not on a feeling

A re-anchoring exercise is worthless if it is repeated every time the market moves. Set a review date, once or twice a year, and honour it. Between reviews, rebalance on bands rather than on dates: when an allocation drifts more than a set percentage from target, bring it back, and otherwise do nothing.

This sounds like a small administrative point. It is actually the mechanism that converts an expectation into a discipline, because it decides in advance what will cause you to act and therefore removes the market from the decision.

What we build this into

At AsquareC the expectation work comes before the allocation work, not after it. FinAI is used to pressure test an expectation against a range of conditions rather than to produce a single forecast, because the number that matters to a client is not the most likely outcome. It is the one they can live through.

This article is general market commentary from AsquareC FinTech FZCO. It is not investment advice and does not take account of your circumstances.