Press "Enter" to skip to content

Digital Innovation and Disruption | Bala Iyer | TEDxBabsonCollege


most of the concepts that we teach today

most of the concepts that we teach today in business schools we have learned by

in business schools we have learned by

in business schools we have learned by observing companies many of these

observing companies many of these

observing companies many of these concepts that we teach today as theory

concepts that we teach today as theory

concepts that we teach today as theory we have learned by observing companies

we have learned by observing companies

we have learned by observing companies particularly in the automotive sector

particularly in the automotive sector

particularly in the automotive sector that’s changing now the new lessons we

that’s changing now the new lessons we

that’s changing now the new lessons we are learning and new concepts that you

are learning and new concepts that you

are learning and new concepts that you were building we are learning by

were building we are learning by

were building we are learning by observing a new type of company which we

observing a new type of company which we

observing a new type of company which we refer to as the digital Titans and in

refer to as the digital Titans and in

refer to as the digital Titans and in particular the kind of person who comes

particular the kind of person who comes

particular the kind of person who comes out and manage your leads companies

out and manage your leads companies

out and manage your leads companies learning from these digital titles we

learning from these digital titles we

learning from these digital titles we refer to this person as a digital

refer to this person as a digital

refer to this person as a digital innovator how did this happen how do we

innovator how did this happen how do we

innovator how did this happen how do we come about to following digital Titans

come about to following digital Titans

come about to following digital Titans and by digital titles we mean companies

and by digital titles we mean companies

and by digital titles we mean companies like Facebook Amazon alphabet Apple

like Facebook Amazon alphabet Apple

like Facebook Amazon alphabet Apple $0.10 Baidu and Alibaba how did this

$0.10 Baidu and Alibaba how did this

$0.10 Baidu and Alibaba how did this happen how did this come about I think

happen how did this come about I think

happen how did this come about I think Marc Andreessen captured this moment

Marc Andreessen captured this moment

Marc Andreessen captured this moment pretty well when this transformation

pretty well when this transformation

pretty well when this transformation occurred the leadership moved from the

occurred the leadership moved from the

occurred the leadership moved from the old era companies to the new era

old era companies to the new era

old era companies to the new era companies and he called this phenomenon

companies and he called this phenomenon

companies and he called this phenomenon as software is eating the world many

as software is eating the world many

as software is eating the world many would have heard that before what he

would have heard that before what he

would have heard that before what he meant by that was every product or

meant by that was every product or

meant by that was every product or service has now software embedded in it

service has now software embedded in it

service has now software embedded in it now when you put software into a product

now when you put software into a product

now when you put software into a product or service it just doesn’t do a plus but

or service it just doesn’t do a plus but

or service it just doesn’t do a plus but what it does is it changes how this

what it does is it changes how this

what it does is it changes how this product or service behaves now it

product or service behaves now it

product or service behaves now it becomes more like and the company itself

becomes more like and the company itself

becomes more like and the company itself becomes more like a software company and

becomes more like a software company and

becomes more like a software company and what that the consequences of that are

what that the consequences of that are

what that the consequences of that are that now you have to behave and treat

that now you have to behave and treat

that now you have to behave and treat other companies as partners in your

other companies as partners in your

other companies as partners in your ecosystem and you move into something

ecosystem and you move into something

ecosystem and you move into something called ecosystem based competition just

called ecosystem based competition just

called ecosystem based competition just with this act of introducing software

with this act of introducing software

with this act of introducing software but companies does didn’t stop there in

but companies does didn’t stop there in

but companies does didn’t stop there in addition to adding software they also

addition to adding software they also

addition to adding software they also connected these things and put sensors

connected these things and put sensors

connected these things and put sensors on them and that created this whole

on them and that created this whole

on them and that created this whole transformation that we are seeing the

transformation that we are seeing the

transformation that we are seeing the transformation actually started because

transformation actually started because

transformation actually started because these smart objects this data objects

these smart objects this data objects

these smart objects this data objects with software and connectivity started

with software and connectivity started

with software and connectivity started producing boatloads of data and the

producing boatloads of data and the

producing boatloads of data and the assumption is that hidden in the data

assumption is that hidden in the data

assumption is that hidden in the data are information about your products and

are information about your products and

are information about your products and services and market that you start

services and market that you start

services and market that you start thinking about this data as an asset now

thinking about this data as an asset now

thinking about this data as an asset now if you look at the LEAs asset and how do

if you look at the LEAs asset and how do

if you look at the LEAs asset and how do you get value out of it this is where

you get value out of it this is where

you get value out of it this is where digital strategy comes in by digital

digital strategy comes in by digital

digital strategy comes in by digital strategy what we mean is an action plan

strategy what we mean is an action plan

strategy what we mean is an action plan that helps you understand the ecosystem

that helps you understand the ecosystem

that helps you understand the ecosystem and then use the technology to get

and then use the technology to get

and then use the technology to get insights from this data and and compete

insights from this data and and compete

insights from this data and and compete effectively in fact the actions that you

effectively in fact the actions that you

effectively in fact the actions that you can take could result in highly even

can take could result in highly even

can take could result in highly even higher more highly personalized products

higher more highly personalized products

higher more highly personalized products and services that you can into the

and services that you can into the

and services that you can into the marketplace here’s where the titans come

marketplace here’s where the titans come

marketplace here’s where the titans come in very handy because the titans have

in very handy because the titans have

in very handy because the titans have figured out how to do this very

figured out how to do this very

figured out how to do this very effectively and in fact they are now

effectively and in fact they are now

effectively and in fact they are now creating the multi purpose platforms of

creating the multi purpose platforms of

creating the multi purpose platforms of the day and they are a threat to

the day and they are a threat to

the day and they are a threat to companies in every sector for example if

companies in every sector for example if

companies in every sector for example if you take the traditional sectors some of

you take the traditional sectors some of

you take the traditional sectors some of the companies have responded very well

the companies have responded very well

the companies have responded very well and it’s worth learning from them too so

and it’s worth learning from them too so

and it’s worth learning from them too so if you take a company like GE GE was

if you take a company like GE GE was

if you take a company like GE GE was threatened by these platforms

threatened by these platforms

threatened by these platforms general-purpose platforms that are

general-purpose platforms that are

general-purpose platforms that are showing up and they responded with their

showing up and they responded with their

showing up and they responded with their own version of it which they referred to

own version of it which they referred to

own version of it which they referred to as industrial Internet and their

as industrial Internet and their

as industrial Internet and their platform itself as predix company like

platform itself as predix company like

platform itself as predix company like Ford has introduced Inc and they’ve used

Ford has introduced Inc and they’ve used

Ford has introduced Inc and they’ve used concepts like digital replicas to combat

concepts like digital replicas to combat

concepts like digital replicas to combat this even agriculture has been impacted

this even agriculture has been impacted

this even agriculture has been impacted john deere today do it does something

john deere today do it does something

john deere today do it does something called precision agriculture in order to

called precision agriculture in order to

called precision agriculture in order to respond to the threat from these digital

respond to the threat from these digital

respond to the threat from these digital titles when I say a threat from digital

titles when I say a threat from digital

titles when I say a threat from digital items what I mean by that is they are

items what I mean by that is they are

items what I mean by that is they are ending up commodity

ending up commodity

ending up commodity industry after industry let’s take a

industry after industry let’s take a

industry after industry let’s take a simple example of the automotive sector

simple example of the automotive sector

simple example of the automotive sector when Google introduced Android auto or

when Google introduced Android auto or

when Google introduced Android auto or Apple does the car play what this does

Apple does the car play what this does

Apple does the car play what this does is that it takes a car may be used to

is that it takes a car may be used to

is that it takes a car may be used to talk about the mechanics of the car and

talk about the mechanics of the car and

talk about the mechanics of the car and changes the conversation to software and

changes the conversation to software and

changes the conversation to software and its features so today when you look at a

its features so today when you look at a

its features so today when you look at a car and it’s more about the software and

car and it’s more about the software and

car and it’s more about the software and connectivity that you’re talking about

connectivity that you’re talking about

connectivity that you’re talking about and this happens in software sector

and this happens in software sector

and this happens in software sector every time a new layer of software is

every time a new layer of software is

every time a new layer of software is formed they make the layers below it

formed they make the layers below it

formed they make the layers below it obsolete or commoditized so this

obsolete or commoditized so this

obsolete or commoditized so this operating system actually made the

operating system actually made the

operating system actually made the conversation about cars more about

conversation about cars more about

conversation about cars more about software features in fact uber has taken

software features in fact uber has taken

software features in fact uber has taken it a step further they created a layer

it a step further they created a layer

it a step further they created a layer of service even above the Android auto

of service even above the Android auto

of service even above the Android auto and the car clay and then they’re

and the car clay and then they’re

and the car clay and then they’re creating transportation as a service and

creating transportation as a service and

creating transportation as a service and commoditizing everything else beneath it

commoditizing everything else beneath it

commoditizing everything else beneath it so this is the threat that exists in

so this is the threat that exists in

so this is the threat that exists in sector after sector now looking at all

sector after sector now looking at all

sector after sector now looking at all these moves and countermoves what I’ve

these moves and countermoves what I’ve

these moves and countermoves what I’ve done is come up with seven lessons that

done is come up with seven lessons that

done is come up with seven lessons that one should take away from this in order

one should take away from this in order

one should take away from this in order to be like act like a digital title

to be like act like a digital title

to be like act like a digital title number one is this notion of a digital

number one is this notion of a digital

number one is this notion of a digital customer in a in the traditional

customer in a in the traditional

customer in a in the traditional competitive sense when you add an extra

competitive sense when you add an extra

competitive sense when you add an extra customer Pia portfolio this may

customer Pia portfolio this may

customer Pia portfolio this may typically result in addition of physical

typically result in addition of physical

typically result in addition of physical assets but today when you add for the

assets but today when you add for the

assets but today when you add for the digital customer most companies the

digital customer most companies the

digital customer most companies the digital titles when they add a customer

digital titles when they add a customer

digital titles when they add a customer they add information assets and if you

they add information assets and if you

they add information assets and if you treat the customer right and provide the

treat the customer right and provide the

treat the customer right and provide the right value they will give you data in

right value they will give you data in

right value they will give you data in exchange for the interaction that you

exchange for the interaction that you

exchange for the interaction that you have with them and this data is the one

have with them and this data is the one

have with them and this data is the one that’s turning out to be the critical

that’s turning out to be the critical

that’s turning out to be the critical asset the second thing that we learn

asset the second thing that we learn

asset the second thing that we learn from observing the digital Titans was

from observing the digital Titans was

from observing the digital Titans was this concept called a digital replica

this concept called a digital replica

this concept called a digital replica what this is is that every asset the

what this is is that every asset the

what this is is that every asset the company has will also have a

company has will also have a

company has will also have a corresponding digital version of it so

corresponding digital version of it so

corresponding digital version of it so for example

for example

for example if you have a car if Ford has a car on

if you have a car if Ford has a car on

if you have a car if Ford has a car on the street they will have a digital

the street they will have a digital

the street they will have a digital version a digital model of the car along

version a digital model of the car along

version a digital model of the car along with information about the current

with information about the current

with information about the current status of that car so this would mean

status of that car so this would mean

status of that car so this would mean that not only you need modelers who

that not only you need modelers who

that not only you need modelers who understand cars the mechanics and so on

understand cars the mechanics and so on

understand cars the mechanics and so on you also need the current state in order

you also need the current state in order

you also need the current state in order to be able to say what the car is

to be able to say what the car is

to be able to say what the car is actually doing right now so if you think

actually doing right now so if you think

actually doing right now so if you think about product recalls and supposed to

about product recalls and supposed to

about product recalls and supposed to recalling every car now you can recall

recalling every car now you can recall

recalling every car now you can recall specific cars maintenance as opposed to

specific cars maintenance as opposed to

specific cars maintenance as opposed to doing maintenance and a schedule you

doing maintenance and a schedule you

doing maintenance and a schedule you actually do it based on the reality in

actually do it based on the reality in

actually do it based on the reality in this particular part is failing then you

this particular part is failing then you

this particular part is failing then you can catch it before that and deal on it

can catch it before that and deal on it

can catch it before that and deal on it with it one and one one one at a time

with it one and one one one at a time

with it one and one one one at a time the next concept I want to talk about is

the next concept I want to talk about is

the next concept I want to talk about is this notion of consumption ecosystem so

this notion of consumption ecosystem so

this notion of consumption ecosystem so far we have been focused on the

far we have been focused on the

far we have been focused on the production aspect of things the supply

production aspect of things the supply

production aspect of things the supply chain aspect of things but what the

chain aspect of things but what the

chain aspect of things but what the digital Titans are telling us is look at

digital Titans are telling us is look at

digital Titans are telling us is look at how a project product is being consumed

how a project product is being consumed

how a project product is being consumed so for example today most people like to

so for example today most people like to

so for example today most people like to hack into products is do-it-yourself

hack into products is do-it-yourself

hack into products is do-it-yourself there’s a driven innovation it’s become

there’s a driven innovation it’s become

there’s a driven innovation it’s become pretty popular what that does is you may

pretty popular what that does is you may

pretty popular what that does is you may introduce a product with a particular

introduce a product with a particular

introduce a product with a particular idea in mind how comes you must end up

idea in mind how comes you must end up

idea in mind how comes you must end up using it turns out to be quite different

using it turns out to be quite different

using it turns out to be quite different from what you’re intended now as opposed

from what you’re intended now as opposed

from what you’re intended now as opposed to trying to redirect them to use it the

to trying to redirect them to use it the

to trying to redirect them to use it the way you want it instead it’s now

way you want it instead it’s now

way you want it instead it’s now possible to find out how they’re

possible to find out how they’re

possible to find out how they’re actually using it and then add to that

actually using it and then add to that

actually using it and then add to that value so for example if you take the

value so for example if you take the

value so for example if you take the nest thermostat and you put it out there

nest thermostat and you put it out there

nest thermostat and you put it out there now it’s possible to track the fact that

now it’s possible to track the fact that

now it’s possible to track the fact that customers are connecting it with an LG

customers are connecting it with an LG

customers are connecting it with an LG washing machine or your automatic door

washing machine or your automatic door

washing machine or your automatic door lock or your garage opener and so on but

lock or your garage opener and so on but

lock or your garage opener and so on but what if that you find that the home

what if that you find that the home

what if that you find that the home automation or the digital assistant they

automation or the digital assistant they

automation or the digital assistant they connected with always happens to Amazon

connected with always happens to Amazon

connected with always happens to Amazon echo now Google can look at that and say

echo now Google can look at that and say

echo now Google can look at that and say what we need introduce a product which

what we need introduce a product which

what we need introduce a product which is just like Amazon echo and they will

is just like Amazon echo and they will

is just like Amazon echo and they will push now on Google home so it’s possible

push now on Google home so it’s possible

push now on Google home so it’s possible to understand how the network of

to understand how the network of

to understand how the network of connections of your product is if

connections of your product is if

connections of your product is if all ring and then make sure that your

all ring and then make sure that your

all ring and then make sure that your products play a key role in that

products play a key role in that

products play a key role in that particular network the next idea that

particular network the next idea that

particular network the next idea that these digital tidings of TARDIS is

these digital tidings of TARDIS is

these digital tidings of TARDIS is experimentation

experimentation

experimentation they don’t assume that they know what’s

they don’t assume that they know what’s

they don’t assume that they know what’s going to happen and they don’t launch it

going to happen and they don’t launch it

going to happen and they don’t launch it before they understand the market very

before they understand the market very

before they understand the market very well so Amazon were at the same time

well so Amazon were at the same time

well so Amazon were at the same time have many experiments going on right now

have many experiments going on right now

have many experiments going on right now they’re doing some experiments the

they’re doing some experiments the

they’re doing some experiments the retail Amazon Co they have uh drones

retail Amazon Co they have uh drones

retail Amazon Co they have uh drones dropping enough stuff right right now or

dropping enough stuff right right now or

dropping enough stuff right right now or Amazon fresh these different experiments

Amazon fresh these different experiments

Amazon fresh these different experiments ago learned from and then they decide

ago learned from and then they decide

ago learned from and then they decide what product the service did the same

what product the service did the same

what product the service did the same goes at fourth if I’m ability

goes at fourth if I’m ability

goes at fourth if I’m ability experiments recently to figure out how

experiments recently to figure out how

experiments recently to figure out how mobility is going to impact them and

mobility is going to impact them and

mobility is going to impact them and many ideas came out of it in some with

many ideas came out of it in some with

many ideas came out of it in some with help from third parties one of my four

help from third parties one of my four

help from third parties one of my four pass which now users to find parking

pass which now users to find parking

pass which now users to find parking spots in current cities which turns out

spots in current cities which turns out

spots in current cities which turns out to be a very important problem so the

to be a very important problem so the

to be a very important problem so the new releases they have come up with a

new releases they have come up with a

new releases they have come up with a solution to that now the trend which we

solution to that now the trend which we

solution to that now the trend which we observe with digital with digital

observe with digital with digital

observe with digital with digital tightness is concept of digital engines

tightness is concept of digital engines

tightness is concept of digital engines so they’re now using a artificial

so they’re now using a artificial

so they’re now using a artificial intelligence and machine learning

intelligence and machine learning

intelligence and machine learning techniques to get a lot out of their

techniques to get a lot out of their

techniques to get a lot out of their data and then they are using those

data and then they are using those

data and then they are using those insights to provide even better products

insights to provide even better products

insights to provide even better products and services in fact what they’ve done

and services in fact what they’ve done

and services in fact what they’ve done is they’ve taken some of their core

is they’ve taken some of their core

is they’ve taken some of their core assets and started providing it as a

assets and started providing it as a

assets and started providing it as a service so if you take facebook they

service so if you take facebook they

service so if you take facebook they provide torch as a service Amazon just

provide torch as a service Amazon just

provide torch as a service Amazon just announced that they’re going to provide

announced that they’re going to provide

announced that they’re going to provide AI as a service so it’s now possible to

AI as a service so it’s now possible to

AI as a service so it’s now possible to use the engines that these companies are

use the engines that these companies are

use the engines that these companies are being using in your own settings the

being using in your own settings the

being using in your own settings the another consequence of what it’s

another consequence of what it’s

another consequence of what it’s happening over there is now you can

happening over there is now you can

happening over there is now you can rethink how where you want to embed the

rethink how where you want to embed the

rethink how where you want to embed the decisions either when you’re designing

decisions either when you’re designing

decisions either when you’re designing the product or when the product is being

the product or when the product is being

the product or when the product is being used

used

used Tesla change the conversation by saying

Tesla change the conversation by saying

Tesla change the conversation by saying when they added a feature to the car

when they added a feature to the car

when they added a feature to the car they send it as an up

they send it as an up

they send it as an up electronically so it was every car got

electronically so it was every car got

electronically so it was every car got an autopilot but it was done through the

an autopilot but it was done through the

an autopilot but it was done through the internet wirelessly it was done some of

internet wirelessly it was done some of

internet wirelessly it was done some of those updates similarly when you have an

those updates similarly when you have an

those updates similarly when you have an autonomous car some of the decisions can

autonomous car some of the decisions can

autonomous car some of the decisions can be made locally so if you want to know

be made locally so if you want to know

be made locally so if you want to know how the cars ride has to be whether it’s

how the cars ride has to be whether it’s

how the cars ride has to be whether it’s going to be the it’s going to have an

going to be the it’s going to have an

going to be the it’s going to have an economic version or a comfort version or

economic version or a comfort version or

economic version or a comfort version or a sporty version you that’s a local

a sporty version you that’s a local

a sporty version you that’s a local decision but if you want to plan a route

decision but if you want to plan a route

decision but if you want to plan a route you can get the information weather and

you can get the information weather and

you can get the information weather and traffic patterns centrally so you can

traffic patterns centrally so you can

traffic patterns centrally so you can redistribute how you make these

redistribute how you make these

redistribute how you make these decisions one of the interesting new

decisions one of the interesting new

decisions one of the interesting new products that I saw was this Nike shoe

products that I saw was this Nike shoe

products that I saw was this Nike shoe where now you can the Nike makes a lot

where now you can the Nike makes a lot

where now you can the Nike makes a lot of wonderful decisions the factory and

of wonderful decisions the factory and

of wonderful decisions the factory and designs the shoe the decision about how

designs the shoe the decision about how

designs the shoe the decision about how snug it should be could be made locally

snug it should be could be made locally

snug it should be could be made locally now because as users decide how to

now because as users decide how to

now because as users decide how to change it they can change the snugness

change it they can change the snugness

change it they can change the snugness of that fit another lesson which which

of that fit another lesson which which

of that fit another lesson which which is critical was some these digital

is critical was some these digital

is critical was some these digital Titans operate simultaneously in

Titans operate simultaneously in

Titans operate simultaneously in multiple interlocked ecosystems so it’s

multiple interlocked ecosystems so it’s

multiple interlocked ecosystems so it’s not just one thing they do it this at a

not just one thing they do it this at a

not just one thing they do it this at a time they do multiple things at the same

time they do multiple things at the same

time they do multiple things at the same time so if you take a company like

time so if you take a company like

time so if you take a company like Amazon or Google they are in the media

Amazon or Google they are in the media

Amazon or Google they are in the media business there they have an arm in the

business there they have an arm in the

business there they have an arm in the operating system business they are in

operating system business they are in

operating system business they are in these multiple businesses and in some

these multiple businesses and in some

these multiple businesses and in some businesses they’re driving the show they

businesses they’re driving the show they

businesses they’re driving the show they are a platform provider in other

are a platform provider in other

are a platform provider in other businesses they’re simply a component

businesses they’re simply a component

businesses they’re simply a component provider but no matter what the

provider but no matter what the

provider but no matter what the different roles they play they partake

different roles they play they partake

different roles they play they partake in the profits they get from these

in the profits they get from these

in the profits they get from these multiple ecosystems so it’s not just

multiple ecosystems so it’s not just

multiple ecosystems so it’s not just about focus on one thing but honestly

about focus on one thing but honestly

about focus on one thing but honestly being present in in multiple ecosystems

being present in in multiple ecosystems

being present in in multiple ecosystems so while these these possibilities exist

so while these these possibilities exist

so while these these possibilities exist one of the things that’s coming out as a

one of the things that’s coming out as a

one of the things that’s coming out as a major issue is the data that’s coming

major issue is the data that’s coming

major issue is the data that’s coming out of all these exercises and how do

out of all these exercises and how do

out of all these exercises and how do you treat this data not a week goes by

you treat this data not a week goes by

you treat this data not a week goes by where you hear that some company has

where you hear that some company has

where you hear that some company has been hacked the data has been

been hacked the data has been

been hacked the data has been compromised

compromised

compromised so one has to be cautious about the data

so one has to be cautious about the data

so one has to be cautious about the data one collects the other thing that you

one collects the other thing that you

one collects the other thing that you need to be careful about

need to be careful about

need to be careful about is the use of algorithms we are using

is the use of algorithms we are using

is the use of algorithms we are using algorithms quite a bit right now and

algorithms quite a bit right now and

algorithms quite a bit right now and many of these algorithms come up with

many of these algorithms come up with

many of these algorithms come up with decision rules that get automated within

decision rules that get automated within

decision rules that get automated within these companies and they are embedded

these companies and they are embedded

these companies and they are embedded deeply in these algorithms one should be

deeply in these algorithms one should be

deeply in these algorithms one should be aware of that and be able to audit what

aware of that and be able to audit what

aware of that and be able to audit what are the rules that we are putting into

are the rules that we are putting into

are the rules that we are putting into these systems and if there is any

these systems and if there is any

these systems and if there is any systematic bias that starts creeping

systematic bias that starts creeping

systematic bias that starts creeping into the system and this is which there

into the system and this is which there

into the system and this is which there should be a major concerns as

should be a major concerns as

should be a major concerns as individuals what should you do and the

individuals what should you do and the

individuals what should you do and the first thing is you understand that the

first thing is you understand that the

first thing is you understand that the transformations that are happening right

transformations that are happening right

transformations that are happening right now are going to be led by what we are

now are going to be led by what we are

now are going to be led by what we are referring to as digital innovators so

referring to as digital innovators so

referring to as digital innovators so it’s very important for you to follow

it’s very important for you to follow

it’s very important for you to follow the digital Titans be able to understand

the digital Titans be able to understand

the digital Titans be able to understand the different moves they’re making

the different moves they’re making

the different moves they’re making deconstruct those moves and come up with

deconstruct those moves and come up with

deconstruct those moves and come up with your own set of lessons lessons learned

your own set of lessons lessons learned

your own set of lessons lessons learned in other words learn how to learn about

in other words learn how to learn about

in other words learn how to learn about these companies the fact that these

these companies the fact that these

these companies the fact that these digital innovators are going to lead in

digital innovators are going to lead in

digital innovators are going to lead in every sector is clear now the question

every sector is clear now the question

every sector is clear now the question is do you want to be a digital innovator

”

Be First to Comment

Leave a Reply

Your email address will not be published. Required fields are marked *