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03 / Portfolio construction / IPS

AI–Energy Nexus

A Treynor–Black active overlay on ACWI using seven grid and energy-infrastructure names, translated into a client-specific capital allocation and monitoring dashboard, and governed by an Investment Policy Statement.

Decision signalACWI / MODEL 03
RISKY 55.69%RF 44.31%complete portfolioSharpe 1.109
18.61%Expected return · 12.32% complete-portfolio risk · beta 1.274
Model chart / complete portfolio mix18.61% expected return
ACWI complete portfolio allocationThe complete portfolio allocates 55.69 percent to the risky sleeve and 44.31 percent to the risk-free buffer.RISKY SLEEVE 55.69%RF BUFFER 44.31%risk / 12.32%active return / 29.48%beta / 1.274
active sleeveTLT / T-bill buffer
Maximum-utility capital allocation from the ACWI active portfolio model
18.61%expected return
12.32%complete-portfolio σ
1.109Sharpe ratio

55.69% risky sleeve · 44.31% TLT/T-Bill buffer · beta 1.274 · IPS: 30-year horizon, 55 / 100 risk score, quarterly review

Live model
Risky sleeve 056% TLT / T-bill 044%
18.6%E(rᶜ), complete pf

Illustrative, from the original model.

How much active risk belongs in a client portfolio?

The portfolio starts with a view on the AI and electrification build-out, then makes the risk budget explicit. Seven grid and energy-infrastructure names form the active sleeve; the risk-free buffer keeps the complete portfolio aligned with the client’s tolerance.

The allocation is the decision: a 55.69% risky sleeve paired with a 44.31% buffer. Expected return only matters when it is shown alongside volatility, beta, and the investor’s risk score.

Moves from security selection to portfolio behavior.

Treynor–Black alpha, beta, residual risk, correlations, capital allocation, and monitoring metrics are brought into one framework so the portfolio can be reviewed as a system rather than a list of tickers.

The mandate that governs the allocation.

An Investment Policy Statement is the governance layer between a client conversation and a portfolio. It defines objectives, constraints, allocation rules, monitoring thresholds, and the cadence for deciding whether the portfolio still fits the mandate. Its 55 / 100 risk score is the same one the ACWI model allocates against.

30 yrsinvestment horizon
55 / 100risk score
Quarterlyreview cadence

The ACWI model supplies the return, risk, beta, and sleeve-level measures; the IPS turns those measures into a monitoring dashboard and an explicit quarterly review protocol. The useful output is not a static allocation but a shared operating agreement for what gets reviewed, when it gets reviewed, and which changes require a decision.

Read the component on its own page: Investment Policy Statement case ↗ · or open the DOCX statement ↗