Reading the line where algorithms meet advice.
Helium Investment Insights publishes free, independent articles on how artificial intelligence is changing investing — and on where automated portfolios still part ways with a human adviser's judgement. We sell nothing and advise no one: we explain the terrain so you can read it yourself.
Plain-language field notes on automated and advised investing.
A robo-adviser builds and rebalances a portfolio from a questionnaire and a set of rules. A human adviser reads the same questionnaire and then asks back. Our articles trace where those two paths converge — diversified, low-cost, goal-oriented portfolios — and where they diverge: tax timing, behavioural coaching, and the messy specifics of a real life.
Every piece is written to be read once and understood, not to sell you a product. We name the trade-offs each model makes, and we say plainly what neither an algorithm nor an adviser can promise you.
An honest comparison names what each side cannot do, not only what it can. A robo-adviser cannot hold your hand through a panic sale; an adviser cannot run your portfolio for 0.25% a year.Editorial standard, Helium Investment Insights
Same goal, different instruments.
Both routes aim to put your money to work sensibly without requiring you to become a market analyst. The difference is in who — or what — is doing the reading, and how much of your particular situation they can actually see.
We compare the mechanism, not the marketing.
Robo-advisers describe themselves in terms of fees, rebalancing frequency and risk sliders. Human advisers describe themselves in terms of relationships and planning. Neither description tells you what the portfolio actually does on a bad day. So we look at the mechanism: the rule set behind the algorithm, the rebalancing bands, the tax-loss harvesting, and — on the human side — the planning questions that change which assets you hold and where.
Where a claim depends on a back-test, we say so. Where a claim depends on a regulator's disclosure, we link it. Where the evidence is thin, we say that too, and stop.
We do not publish ratings, star scores or "best of" lists. The right answer to "robo or human?" is almost always "it depends" — and our job is to make the depends legible.Why we avoid rankings
For readers who want to decide, not be decided for.
These articles suit people who already hold, or are considering, an automated portfolio or a relationship with an adviser — and who want to understand the trade-offs before they pay, switch, or stay put. They are not investment advice and they will not pick your holdings for you.
If a specific question is not answered in the articles, send it to us. We answer editorial inquiries by email and may turn a good question into a future article.