For
decades "passive" tracker funds that mirror stock market indexes have
been shown to outperform ones actively managed by humans.
And now so-called 'robo investors' - algorithm-based systems that manage investments on our behalf - are soaring in popularity with the public. A key advantage to automated funds is that they bypass human emotions like fear and greed, which often lead to poor investment decisions.
However, a new wave of tech start-ups say they can redress the balance - by helping fund managers overcome their deepest cognitive biases.
Using big data and behavioural finance techniques, they say they can help you invest more wisely and ethically - as well as outflank the automatons eating your lunch.
Fear and loathing Clare Flynn Levy was a hedge fund manager for 10 years before she set up Essentia Analytics, a forerunner in the space. Its clients include the likes of Man Group, Union Investment and Artemis Fund Managers.
"Fear and greed drive us to do irrational things, but a lot of it is subconscious. We're driven by our wiring to avoid losses, to be afraid of missing out and to follow the herd but it's just what humans do," she says.
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Taras Chaban Sybenetix chief executiveOur system can look for outliers in normal trading patterns and flag them up right after the trading activity happens so clients can investigate them”
As a result fund managers often
deviate from preset strategies, holding stocks too long, getting out too
early when they're winning, or being overconfident and ignoring risks.
Essentia, however, says it can combat such blind spots by
monitoring your trading performance, the context in which you made
investment decisions, and then correlating the two. Put simply, you tell the system about your investment plans, price targets, risks you're looking out for - even how many hours' sleep you had last night or whether you woke up in a bad mood.
Algorithms start to recognise your behavioural ticks and alert you.
"It might send you a message to say, 'FYI, here are two stocks you hold that are starting to show the same characteristics that have got you into trouble before, so you might want to have a look,'" says Mrs Levy.
"You make the ultimate decision. It just helps you to stay the course and do what you'd said you would do and not get side-tracked by your own emotions."
Essentia Analytics' software analyses your investments looking for where emotions are influencing your decisions
However the impact of such technology could go much deeper than profit, having the potential to reduce market speculation in times of boom and bust, or root out misconduct.
"Since the financial crash, all of these investment management companies are being hit by government regulations about conduct and market abuse," says Taras Chaban, chief executive of Sybenetix.
"But our system can look for outliers in normal trading patterns and flag them up right after the trading activity happens so clients can investigate them."
According to Dr Thomas Oberlechner, chief science officer at Immatchative, transparency is key in a system where huge amounts of capital are at stake.
His firm uses financial and behavioural data to match institutional investors with hedge funds that manage money, the idea being to forge a happy and long-lasting partnership.
"It's analogous to online dating. The basic currency of the investment relationship is trust, so making sure early on that you're aligned in terms of your values, goals and risk appetite is vital," says Dr Oberlechner.
Sybenetix says the cost of a biased decision can be as high as 3% of profits
He says that systems still can't predict the vagaries of the stock market and he's yet to see a "strategy that consistently makes money".
"A big issue is that they have no way of predicting turning points in markets. Human beings can't do it, and if we can't do it we can't programme it effectively either."
Greg Davies, head of behavioural finance and investment philosophy at Barclays, says that while today's systems show promise, they need to be better tailored.
"An enormous amount depends on the specific objectives, environment and context of the investor. For example, the role played by 'in-the-moment intuition' is completely different for an investor with a five-year time horizon, versus one trading stocks with an average holding period of a week."
Where both agree is that behavioural finance technology can and does lead to wiser, more situation-specific investment decisions. Still, will that be enough to stop the onward march of automated investment funds?
According to the Investment Management Association, between 2004 and 2014, assets under management in UK tracker funds grew from £17bn to some £80.6bn - about 10% of the market.
And PwC has forecast that passively managed assets globally will double in value by 2020, amounting to about 20% of the market.
Where fund managers do seem to still have an edge is in their ability to navigate volatile markets - for example, where large drops in share prices are followed by swift recoveries.
Up or down: Could technology complement human instinct when it comes to deciding which way the market is going?
Barlclays' Mr Davies believes technology can, however, accentuate our human aptitudes, which in turn should narrow the gap with automated funds.
"An interesting parallel is in the world of chess," he says.
"It took a long while for machines to beat humans, and yet there is now a form of chess which combines the power of humans and machines, which is actually far more powerful than either humans or computers can achieve alone."
There is a frightening caveat here, though, that artificial intelligence (AI) could one day enable robo-investors to harness aspects of human intuition and edge humans out of the picture.
But while Sybenetix's Mr Chaban thinks it is possible, it's thankfully still a long way off.
"There's no way it'll happen soon; we're talking about hundreds and hundred of years for technology to reach that point," he says.
The job of a fund manager is getting tougher, and not just because you're expected to make regular returns in unpredictable markets.
Business Live
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09:37: Inflation basket changesThe Office for National Statistics has released its annual review of the basket of goods and services that make up its inflation calculations. E-cigarettes and craft beer have been added. Music streaming services and headphones are also newcomers. Interestingly satellite navigation devices (sat navs) are being removed because many drivers navigate with their smart phones, according to the ONS. There are 703 items in the current basket.
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Minimum wage Via Twitter Robert Peston Economics editorHow generous is 3% rise in minimum wage? @Peston -
09:27: Hugo Boss sharesInvestment consortium Red & Black, which is 60% owned by the private equity firm Permira, has sold its holding in Hugo Boss for about €950m (£680m). That leaves Italy's Marzotto family as the German fashion group's biggest shareholder. The 11.9% stake was sold at €113 a share. Hugo Boss shares have risen 27% in the past year and the company is worth €8.4bn.
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09:16: Energy sharesThe prospect of a tax cut for North Sea oil producers has helped oil and gas shares this morning.
The price of North Sea Brent Crude is down 0.4% at $53.57 per barrel. -
09:02: Mobile Super MarioSuper Mario and Pokemon are set to appear on smartphones and tablets for the first time following a deal between Nintendo and Japanese mobile games maker DeNa. Nintendo has fiercely protected its characters, restricting them to its own platforms such as the Wii home console and 3DS portable device. The two companies said the mobile games will be developed specifically for smartphones.
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08:44: Newspaper reviewThe Guardian devotes a whole page to WPP. Most of that discusses boss Sir Martin Sorrell's £36m pay package. A US hedge fund might sue over last year's collapse of Phones4U, according to the Daily Telegraph. UK civil servants are undertaking "radical surgery" to the public sector without fully understanding the effects. That's according to the head of the National Audit Office and reported in the Financial Times. The business section of The Times leads with the attempt by Trinity Mirror to buy the Express newspaper from Richard Desmond.
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08:29: London market updateThe FTSE 100 is up a modest 11 points at 6,815 as trading begins for another day. Sainsbury's is the top riser, up 1.8% to 273.5p, while mining company Antofagasta is the biggest faller, down 1.9% to 693.5p, on the back of disappointing results and a cut to its dividend.
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08:20: Sainsbury sharesShares in Sainsbury's are up 2.2%, or 5.9p, to 274.5p in early trading in London. The stock is 11% higher since the start of this year - though is down a similar amount over the past 12 months.
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Sainsbury's Via Twitter Kamal Ahmed BBC Business editorMy take on Sainsbury's: "Mike Coupe might not be too gloomy. He is selling more stuff - volume - at lower prices." @bbckamal -
08:13: New car salesNew car registrations in Spain soared 26% in February, according to the Association of European Carmakers. The UK also had healthy growth of 12%, while Germany reported growth of 6.6%. Overall the European Union reported a 7% rise in new registrations.
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08:03: Just Eat boss Radio 5 liveJust Eat says sushi is the fastest-growing cuisine among its customers. Chief executive David Buttress also tells Radio 5 live that Chinese food remains the biggest category. Just Eat shares are up 2.4% in early trading.
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Mobile call cap Via Twitter Douglas Fraser Business and economy editor, ScotlandCap on industry cost of mobile calls between networks coming down from 0.826p to 0.475p: Ofcom. Should help reduce bills. @BBCDouglasF -
07:44: OneSavings BankOneSavings Bank - formed from the ashes of Kent Reliance Building Society in 2011 - said full-year pretax profit more than doubled to £69.7m. The bank plans to focus on "high value, underserved markets" in residential and buy-to-let mortgages, and loan to small businesses. OneSavings will pay a maiden dividend of 3.9p a share. Its shares are up 20% since listing last June and is worth £514m.
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Via Twitter Rory Cellan-Jones Technology correspondentUK parking app @JustPark raises £3.4m in equity funding via crowdfunding site Crowdcube, claiming British record -
07:37: Just Eat resultsJust Eat's first annual results as a public company reveal it has 8.1m active users and more than 45,700 outlets, with revenues up 62% to £157m for the year to 31 December. Pre-tax profits are up £45m to £51.8m, but on another measure known as ebitda - the company's preferred number - profits have soared 131% to £32.6m. Just Eat shares have risen 30% since its market debut last April.
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Via Twitter George MacDonald Executive Editor, Retail WeekSainsbury's LFL down but flags volume growth, esp on products where prices cut. JS says it's absorbed record deflation in key categories.
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07:24: BHP spin-offBHP Billiton has given details of South32, the company it plans to spin-off in May. The business will be based in Perth, Australia and includes aluminium, manganese, nickel, silver and coal assets. South32 will have $674m of debts - less than half the amount that analysts had been expecting.
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07:18: French Connection lossFrench Connection narrowed its loss on operations to £800,000 last year. That's down from a £4.4m loss in 2014. The company shut nine unprofitable stores last year - one reason behind the 12% slide in group retail sales to £103m.
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07:07: Sainsbury's updateThings may not get much better for Sainsbury's anytime soon. Chief executive Mike Coupe warns: "We expect the market to remain challenging for the foreseeable future. Food deflation is likely to persist for the rest of this calendar year, and competitive pressures on price will continue."
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Via Twitter Kamal Ahmed BBC Business editorIn line with other retailers, Sainsbury's has reduced promotions such as "three for £10" and focused on cutting prices across range -
07:04: Breaking NewsLike-for-like sales excluding fuel at Sainsbury's fell 1.9% in the 10 weeks to 14 March. That was worse than the previous period when sales slid by 1.7%.
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06:56: Shrinking tea bags Radio 5 liveWholesale tea prices have gone up 70p a kilo to £2 over the past six months, says London School of Marketing director Jacques de Cock on Wake Up to Money. He says PG Tips has reduced the amount of tea in its teabags by 7% - companies tend to get away with this type of reduction because many shoppers compare by price rather than weight, so don't tend to notice weight differences.
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06:46: Transatlantic Ryanair? BBC Radio 4Ryanair appears to be a step closer to offering transatlantic services. The FT reports that the Irish airline's board has approved the plans - but flights are still four to five years away. About half the seats would be priced at premium levels, which James Bevan of CCLA Investment Management tells Today could allow Ryanair to ditch its "cheap and cheerful" image and move upmarket.
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06:37: Apple tunes inApple is in talks with a number of US networks including ABC, CBS and Fox about launching a TV service that would be available across its iOS devices. The Wall Street Journal reports that the bundle of about 25 channels would omit many of the less popular channel found in most American cable TV packages - but be far cheaper at between $30 and $40 a month. Apple declined to comment.
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06:31: Budget: housing Radio 5 liveJames Bevan, chief investment officer at CCLA Investment Management, expects George Osborne to announce measures to help correct the housing shortage in tomorrow's Budget. -
06:19: Sainsbury results Radio 5 liveAt 07:00 we get the latest results from Sainsbury's and a fifth successive quarter of falling sales is expected. The big question is whether the supermarket can maintain a profit margin of 3%, says James Bevan of CCLA Investment Management on Wake Up to Money. He thinks Sainsbury is "on track" as it still has a reputation for quality.
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06:11: Express sale? Radio 5 liveThe Times is reporting that Trinity Mirror is preparing to buy Express Newspapers from Richard Desmond. "It would make sense for both parties," says James Bevan, chief investment officer at CCLA Investment Management on Wake Up to Money. Trinity Mirror is expanding on the internet and adding more titles would increase sales without a similar increase in cost, he points out.
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06:00: Budget: North Sea oil Radio 5 liveThe oil industry can expect a boost from Wednesday's budget according to BBC Business Editor Kamal Ahmed. On Radio 5 live he says that the supplementary tax, which is set at 30%, is likely to be cut. The oil industry has said it wants the rate to fall to 20%. Around 450,000 jobs are connected to the oil industry Kamal says.
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05:59: Ben Morris Business ReporterGood morning and welcome to Tuesday. Anticipation ahead of Wednesday's budget is building. Get in touch email bizlivepage@bbc.co.uk or tweet @bbcbusiness.
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