Tata Mutual Fund launches Tata Quant Fund
by Samiksha
Mumbai: Tata Mutual Fund
has launched 'Tata Quant Fund' an Artificial Intelligence (AI) and Machine
Learning (ML) powered fund. This fund employs a proprietary quant framework
that combine multiple rule engines and predictive models to create investment
portfolios that are aimed at maximizing returns during up-trending markets
while minimizing losses during down trending phases.
Broad and persistent factors of stock
returns are used for building rule engines for portfolio creation. Each rule
engine uses scoring to create concentrated portfolios with attributes like
'value', 'quality', 'momentum', 'size' and couple of combination attributes.
Thereafter the ML powered predictive algorithms decide basis prevailing market
and macro-economic conditions, portfolio with which attribute is likely to
outperform during the next month. The algorithms also predict absolute
direction (positive or negative) of return for the next month. Long position in
selected portfolio is taken only for months where predicted return is positive.
During months where predicted returns are negative, the strategy uses
derivatives to hedge the gross long equity position held previously. Tata Quant
Fund portfolios are rebalanced monthly for optimal performance at low risks.
The predictive engines use more than past
20 years of market and macro-economic data to analyse hidden relationships and
patterns. These correlations along with prevailing market and macro-economic
data are then used by the engines for making monthly predictions. Thus, the
investment decision making process of the fund is fully machine driven and free
of human judgement.
The machine learning predictive models also
recalibrate and re-adjust at a fixed periodicity by using new and incremental
data. This enables the models to factor in emerging patterns and relationships.
These algorithms are developed and managed in-house by a dedicated team of data
science specialists. We have come a long way from using a pocket
calculator to analyse figures gathered from company reports to using machines
which decide which stocks to be picked for investing.
Prathit Bhobe, MD & CEO, Tata Asset
Management said, "Machines have massive computational power needed to
process very large data sets, spot patterns and correlations, make decisions
faster, objectively and without human biases. In the current world, computers
are powerful enough to solve problems, a lot of data is available and we strive
to use this data in combination with algorithms to its best".
"Tata Mutual Fund has developed
intelligent machine-driven strategies keeping in mind the appetite of long-term
equity investors. This framework crunches massive amounts of data, recognises
patterns and leverages the power of technology. The future of investing is in
the use of quants and with us entering a new decade, we believe that the Indian
market is now ready for tech-based investing", says Sailesh Jain, Fund
Manager, Tata Asset Management. According to Utpal Sarma, Head – Business
Analytics, Tata Asset Management, "Actively managed funds benefit from
human intelligence that learn, comprehend, and respond to different market
challenges in complex manners. Passively managed funds, on the other hand, are
rule based and they avoid pitfalls of biases that accompany human judgement.
Their strength lies in increased objectivity and elimination of human errors.
These traditional styles have contrasting pros and cons. AI and ML adds a third
dimension to fund management. They enable machines to mimic human judgement to
certain extent while retaining the benefits of disciplined rule-based
investing. Investment strategies employing such constructs tend to leverage
market opportunities better while avoiding bias errors. Technologies supporting
artificial intelligence today is quite evolved and robust. Their wide usage
across businesses is testimony of their potential and capability. While quant
strategies for wealth management features prominently in advanced markets, its
only a matter of time that they gain popularity in India as well"
The
minimum application amount for this fund is Rs. 5,000/- and in multiples of
Re.1/- thereafter and additional investment of Rs 1,000/- and in multiples of
Re 1/- thereafter.
The fund will be managed by Mr. Sailesh
Jain.
Tata Quant Fund is available with our
digital channel partners Paytm Money & Groww App.
About
Tata Asset Management: Established in 1994, Tata Asset Management
Ltd is the investment manager for Tata Mutual Fund. It is among the oldest and
most trusted fund houses in India with an investor base of over 19 lakhs (as on
30th November 2019). Tata Mutual Fund takes pride in managing the investments
of the common man right from childhood to retirement. It offers a wide choice
of funds for every need across the entire risk return spectrum. These include
equity funds, hybrid funds and fixed income funds.
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