Agile business transformation what it takes to succeed

[Music]

scrum is a team-based project management

style it’s arguably the fastest

and leanest or simplest way to manage

teams in a company of any size

and any number of teams it’s a scaled

method for team management

agile is the idea of splitting really

long

projects into many many many really

small projects

and giving them to the real customer

really

fast and then changing what the next

project will be

so whereas a lot of us think of project

management

as a sequence of phases towards a

ultimate deliverable

agile is a different mindset where you

have a sequence of small

deliverables that refine each other add

up to become

an even larger impact that has a faster

feedback loop

putting those together you have many

teams working together

to deliver a series of tiny highly

effective focused projects

immediately wow so and this is something

that is

fairly broadly being adopted now by

businesses in all sectors

around the world do you have any metrics

on how rapidly it’s being adopted

by which different sectors with what

level of success

at this point when we look in

automotive which is where i play now uh

we see bmw saying they have a four to

five year plan to get

agile we see bosch starting

four years ago saying we must get agile

and they have some agile and they want

to increase it

and then you see agile native companies

like tesla

which create the pressure as they’re now

far and away the most

valuable automotive company in the

planet in fact if you add up most of the

other players

they’re still thought to be less

valuable than tesla

so you see in most industries it’s

similar to automotive

where you have a company that’s full

agile they’re agile natives and they’re

far and away more successful than all

the others then

all the others are at various stages of

their transformation they have some

business units working effectively in

the method they have some business units

that are still trying to figure out

what this is or they’re still saying it

doesn’t apply to us

so with those ranges of adoption

uh and really you’re talking about a

sprint methodology that’s applied with a

certain kind of team-based structure

team-based project teams

how are you seeing when that starts to

influence a specific case maybe you

could talk through an example

of what that process looks like

uh can you give us give us one or two

examples

yeah well every aspect of managing the

company

it’s going to be modified from this

mindset if we want it to happen

team based means we have

cross-functional teams

so the idea of an engineering group

separate from a software group separate

from a design group separate from a test

group

that concept of the business structure

does change

because now we have cross-functional

teams where all those people are

together on a mixed team

so that changes the funding model

changes because we’re no longer making

an annual budgeting plan

i mean there is an annual budgeting

trend to do the finances

but it’s not locked in or what it’s

going to build it’s instead

we’re going to make 52 releases one a

week this year of hardware and software

and we’ll figure out what they are in

real time so we will budget the company

to make 52 releases of hardware and

software

very different budgeting so budgeting

changes

legal support evolves because we don’t

have a ip protection

phase anymore every week we have updates

of what is potentially

protectable patentable best for open

source etc

every aspect of the company has a tweak

a modification

and really it’s a mindset how we

approach the company is going to evolve

additional management loops many layers

of hierarchy were fast enough

now it doesn’t keep up with week long

releases

having the management coalition on the

topic meet every other week

has no effect on projects that ship in

less than a week

so all management decisions

need to be prioritized differently in a

less than our feedback loop

which is a highly different way to run a

company so that changes too

so you know you’ve given an example of

how tesla

and 3m collaborated and

just because the magnitude of that is so

substantial

and the rate of change seems so dramatic

in such a short period of time

could you talk us in a you know a

summarized way through

how that happened you know mindful that

you know many business people

are accustomed to multi-year changes and

to your

to our audience i’ll just say this may

come across as a bit surprising but

stay with it and um and can you give us

give us that example

in a little depth yeah so uh elon musk

the ceo of tesla and spacex and neural

link and the boring company and open ai

which are all becoming the most

effective

and uh most followed and financially

successful companies in all of their

respective sectors

he calls the 3m ceo the ceo of 3m at

that time with

inga thulin and

elon says you are fantastic at making

privacy

films for screens you’re fantastic at

making solar cells

what i’d like you to do is put privacy

filters

on your solar cells so when looked at

from an extreme angle from the ground

if it’s on a roof it looks like black or

terracotta tile or

beautiful reflective glass but from the

sun’s perspective looking almost

straight down at the solar panel

it sees straight through the privacy

filter and sees the solar

film to create the voltaic effect to

make electricity

and you also make highly uv stable

adhesives to hold these two layers

together for many many many many years

of harsh element wide temperature range

use

i’d like you to make a solar roof for us

and inga thulin says elon i’m so

impressed you know

our product stack and our technology

strengths so well that you can propose a

new

product that is right in our wheelhouse

that we hadn’t even thought of

that’s amazing i’d love to do it

great we’ll we’ll launch we’ll put the

product in our queue immediately it’ll

go through our new product

introduction phase after our new product

development phase and you will have your

prototype

and right about seven years elon says

great will start installing it on homes

in seven weeks and he hangs up the phone

knowing the thulin has a choice hinga

can queue up the new product development

and the new product introduction phases

the way they normally do and lose the

business not get any of this business

not get the halo effect of working with

the mosque companies it all goes away

or inga can work in a way that is 4 to

3m

outside the new product innovation and

product development process they’re

defined

and inga decides to run an agile project

and like

all agile initiatives they’re far more

effective if we ask who wants to join

the energetic people so he says who

would like to join

and he gets hundreds of responses and he

says who

can put all your other work on someone

else you can shift it to another area of

the company or you can outsource it or

you can stop it

so this is the only thing you do and he

gets a very small number of people that

says yes we can

then those people sit in one room

together full time

and they all work in pairs no one’s no

one works alone they have one

big projector screen and a lot of the

time they’re doing laptop work

procurement chemical mix ideas

drawings talking to vendors only one

person is allowed to type at once

everyone sees it on the screen they all

point and talk

it’s real time conversation they’re a

team they all work on one thing together

at once

when they need to make a prototype they

all go to the factory together

and they make it on the line together or

they watch it made together and they fly

back with the prototype

they finish early it set records all

across 3m

this is agile it’s the team-based

management of scrum

which just makes it really simple and

lean to work with many teams at once

and it’s the agile idea of instead of

just phases

you make a small project although a

solar roof isn’t that small

an incredibly short cycle

so you were able to get a

to see the significant result in a

matter of weeks that

in normal methodology would have taken

years

in some respects is that accurate

it was seven years to five weeks yeah

and

how large was this team that did the

kind of core work

for developing this it was four people

they added a fifth person in the last

two weeks

to help file patents and open source

as fast as possible and and as a result

3m did they continue to use this agile

methodology or

was this just a one-off experiment

as a result they did the financial

calculations what would happen if more

of their projects ran that way

and uh they flew me in to

do team launches where we trained people

and then launched

these scrum teams uh 50 people at a time

in a group

and that we did waves for a year and a

half

two years it ended up being thousands of

people

and the stock price jumped to its

all-time high

and how would you say that uh acceptance

of this new mindset or new culture

um was it difficult for that to

be embraced at 3m or did it happen

easily what was that like

from your perspective of what you saw

phil this is this is the billion dollar

question um i i really think this

is maybe billion is selling it too short

a lot of people want to make an impact

in a company

and the real crux of this seems to be

how beaten down have they been until

they’ve disengaged

as as horrible as that is and i really

think this is the crux of it i think the

core of this good work

is finding ways to lovingly nurture each

other

so that we re-engage and then this agile

stuff makes great sense

it plugs in very naturally very easily

kids do this this is how children play

before they’ve been told by their

teacher i don’t want to talk to you

right now i don’t want to listen to you

right now i want you to sit down and

focus on this and only this alone

once that’s become a pattern this agile

stuff becomes foreign and we have to

relearn this natural collaboration

method that

is super intuitive to to all living

things or at least humans

here’s what happens someone says i have

a great idea

and manager is busy and manager says

not right now or submit it to the system

or

look you have a 15-minute break you can

do it on your break instead of going to

the bathroom and having a coffee if you

want

and that person says oh i see my ideas

not valued i’m valued for my hands and

not my mind

they have a choice they can either pump

up and fight the system

or they can relax and then the next time

they see

an improvement opportunity that they’re

now

conditioned to say well ask my boss

you know they’ve been told don’t engage

me well if that’s been happening for two

three four thirty years it’s going to be

super hard

to invite that person onto a scrum team

they’ve built up self-defense mechanisms

to avoid shame which are super healthy

given the situation they’ve been in

now if you get someone fresh or someone

who’s been in these agile companies

already

they know that they are a powerful force

on the planet and they create the

situation around them

and they’ll leave if their managers tell

them i don’t want your engagement so

then it’s supernatural

so here’s what actually seems to happen

we go into a massive company like 3m

and we say who would like to try this

scrum thing after giving a 45-minute

keynote

on what the scrum thing is and you get a

set of

hands and those are people who are

either at midlife crisis

so they’re reevaluating themselves or

they’re new or they’re about to retire

so in all cases they say change is cool

and they opt in and you have a huge mass

of other people

who say no not right now

not right now not unless the system

really changes and i’m told that

my whole humanity is valued at work uh

and so that’s the culture side of change

and it’s super real and that’s why it’s

way easier to do this in a startup even

with the same employees the same ones

who have been

not invited to bring their whole selves

to work for 20

30 years it’s regardless of age but it’s

a new company

so they know it’s new the ground rules

are different they got to figure out

what they are

and you say let’s try agile it’s super

easy

with all new hires the same people uh

tesla famously did this they took the

new me plant which had extremely low

quality under gm

and toyota had increased the quality but

the rate of innovation was

tragically low tesla took it made

world-class innovation with even higher

quality the quality had to ramp but now

it’s even higher

it’s the same people it’s the same

people working there

i was meeting with the head of lean he’s

been there 20 years through gm

toyota and tesla and it is now the

highest profit company

uh the highest stock value company on

the planet in automotive and trending to

be maybe the top value

company of any type maybe and he’s been

there it’s the same person it’s the same

people working there

it’s the system that changed and the

culture change point

was done effectively so

change is a key element here and you

know we may be in a world where it’s not

only that change is cool

but certainly with covet and with a lot

of the ways processes are changing

changes maybe even the rule in this

environment where people are doing more

distance based work

how does agile fit into that

it seems to be more natural phil um

when you and i work together now doing

this um

[Music]

the idea that we can zoom in and

task on a window because that means a

lot of what we’re doing is is

screen based zoom in on a window and i

have my team here

and we disengage re-engage near

seamlessly

in less than a second hey joe yes phil

it it seems to fit really nicely

now there’s this thing called the agile

manifesto written in 2001

that was before zoom that was before

google meet

that was before azure devops and

microsoft stack that supports

this that’s when we had 9 600 baud

modems and text

and it was really hard to do it not in

the same room

it’s pretty easy to do now with modern

collaborative tools

now i’m involved in manufacturing

luckily

if we’re moving atoms that means robots

if we’re moving electrons

that means people so people move

electrons that’s super easy to do remote

robots move atoms that’s super easy to

monitor observe and cheer on remote and

i use those words very intentionally

if we are telling the robot specifically

where to move

our company is going to die and it’s

dying now

the robot needs to be running a machine

learning stack

and what we’re doing is curating the

data and making sure it has a valid data

stack running to it

i mean we’re symbiotes full-on

in hardware my right arm is

a dur robot my my left arm is

a funac robot that’s that’s how this

works and

humans move electrons robots move

molecules

awesome and so um we’re coming

close to a needing to end this part of

the interview i would love to delve into

the robotics elements and all the others

um for businesses in other sectors

uh beyond automotives you know certainly

software has adopted agile to a great

degree

what other fields are you seeing uh

riposte for agile

and what would be the great first step

for them to take

if they are ready or who’s wanting to

explore

medical and and i use that huge blanket

term intentionally

it started in pharma and now emergency

room care

and children room uh pediatrics

and now the entire stack the financial

system

is racing towards this as fast as they

can

uh that industry has experienced as much

of a people as any

in terms of funding model and in terms

of what resources are available and

effective to use

so that’s a whole business stack that is

sprinting to this right now as fast as

they can

fintech jumped on board uh right around

the bitcoin

ramp up so fintech is now basically

agile native there’s not much fintech

that’s not

agile and that brought most of the

banking and finance with it

legal seems late to the party but legal

is asking to

defend and arbitrate between agile

businesses so they’re trying to wrap

their heads around what this means

so most legal business legal uh

groups when they propose contracts they

don’t even apply they’re getting thrown

out all the time

so you have agile teams writing their

own contracts and legals sitting at the

sidelines saying no wait what about us

so that seems to be a catch-up point

media has been on short clocks with

cross-functional teams

since there was media because they had

tight timelines to meet

but the respect for people aspects of

agility that there’s this whole system

that makes it sustainable

has not reached media at all and uh

there’s a real rescue opportunity

that i don’t know if media is aware of

yet they might be

closer to legal in that regard because

they’re already fast

so they don’t feel the pain that legal’s

starting to feel where they’re just

being cut out of the loop

um there’s high turnover and

they don’t i think know that agile has a

has a solution stack that may

may be useful manufacturing

everyone in manufacturing knows this is

the thing and where it’s going

most people feel clueless and they’re

saying i just hope i retire

before it disrupts my factory and

they they feel it’s impossible it seems

too too high a mountain to climb

so we’ll see where that goes either

ninety percent of hardware companies are

going to go under

or we’re going to have a title change in

that

so i’m sorry or we’re going to have a

title change can you say that again

or either about 90

of manufacturing and hardware operations

are going to go under or we’re going to

have a title change

to agility in about the next 18 months

wow well you heard it here first um joe

thank you so much for taking the time

um you know any final final thoughts or

final words

of encouragement or a suggestion this is

super fun

the the scrum thing is only 11 rules you

can practice those for two days and have

it down

uh the agile thing is the mindset but

write some poems

try to bring your whole self to work

re-engage with your passion itself and

supernatural

kids do it all the time play at a

preschool and

it’s basically montessori preschool at

work and it’s incredibly effective so

you’ll love it um start painting do

something for fun

and the thing that i wish happened more

often in the world

to save those 90 companies i just talked

about

most companies think their core systems

are about the same as they were 20 or 40

years ago but

control systems and control equipment

has

changed a thousand

x in the last four years that’s how much

built built-up opportunity there

is in your company so every time you

look at for example robotics

like the potential is so high

[音乐]

scrum 是一种基于团队的项目管理

风格,它可以说是在任何规模和任何数量的团队

中管理团队的最快、最精简或最简单的方法

它是团队管理的一种规模化

方法

敏捷是拆分非常长的想法

将项目分成许多许多非常

小的项目

,并非常快速地将它们提供给真正的客户

,然后改变下一个

项目

的样子 您

有一系列

相互完善的小型可交付成果

加起来会

产生更大的影响,并具有更快的

反馈循环

将它们组合在一起您有许多

团队一起工作

以立即交付一系列小型

高效的专注项目

哇所以和这个 是

现在被世界各地所有行业的企业广泛采用的东西,

你有什么衡量标准吗?

当我们看汽车时,它正在

被哪些不同行业采用

在这

一点上取得了

多大程度的成功

说我们必须变得敏捷

,他们有一些敏捷,他们

想要增加

敏捷,然后你会看到

像特斯拉

这样的敏捷本土公司,这会产生压力,因为如果你加上,它们现在已经

是地球上最有价值的汽车公司了

在大多数

其他参与者中,

他们仍然被认为

不如特斯拉有价值,

因此您在大多数行业中看到它

类似于汽车

,您拥有一家完全敏捷的公司,

他们是敏捷的本地人,他们

远比特斯拉更成功

所有其他人然后

所有其他人都处于

转型的不同阶段他们有一些

业务部门以

这种方法有效地工作他们有一些业务

部门仍在试图

弄清楚 在这或者他们仍然说它

不适用于我们,

所以对于这些采用范围,

呃,实际上你是在谈论一种

冲刺方法,它适用于

某种基于团队的结构基于

团队的项目团队

如何 你看到什么时候开始

影响一个具体的案例吗?也许你

可以通过一个例子

来说明这个过程是什么样子的,

你能给我们举一两个

例子

吗,是的,管理

公司的每个方面都将被修改

如果我们希望它发生

基于团队的心态意味着我们拥有

跨职能团队,

因此将工程组

与软件组分开

与设计组与测试组分开

的想法业务结构的概念

确实发生了变化,

因为现在我们有了 跨职能

团队,所有这些人都

聚集在一个混合团队中,

从而改变资金模式,

因为我们不再

制定年度预算计划,

我的意思是有一个年鉴 l 制定财务预算的

趋势,

但它并没有锁定或

将构建它,而是

我们将在

今年每周发布 52 个硬件和软件版本

,我们将实时计算出它们是什么,

所以 我们将为

公司制定 52 个硬件和软件版本的

预算,预算非常不同,因此预算

变化

法律支持不断发展,因为我们不再

有 IP 保护

阶段,我们每周都会

更新可能受

保护的专利,最适合开源

等 公司方面有一个调整

和修改,实际上这是一种心态,我们如何

处理公司将发展

额外的管理循环,许多

层次结构已经足够快了,

现在它跟不上长达一周的

发布

,拥有管理联盟

每隔一周召开一次主题会议对一周

内交付的项目没有影响,

因此所有管理决策都

需要在不到一周的时间内按不同的优先级排序

r 反馈循环

,这是运营公司的一种非常不同的方式,

因此也会发生变化,

所以你知道你已经举了一个例子来说

明特斯拉

和 3m 是如何合作的,

只是因为它的规模如此之

大,

而且变化速度似乎如此巨大

在这么短的时间内

,您能否以一种您知道如何发生的概括方式与我们交谈?

您知道吗?

您知道许多商界人士

已经习惯了多年的变化,

并且您

对我们的听众我就这么说吧 可能

会让人有点惊讶,但请坚持

下去,嗯,你

能给我们举个

例子吗?

成为各个领域中最

有效

、呃最受关注和财务上最

成功的公司,

他称 3m 首席执行官为 3m 的

CEO 对于屏幕,您在

制造太阳能电池方面非常出色,

我希望您在太阳能电池上放置隐私

过滤器

,因此当

从地面以极端角度观察时,

如果它在屋顶上,它看起来像黑色或

赤土砖或

美丽的反光玻璃,但从

太阳的角度看几乎是

直视太阳能电池板,

它可以直接透过隐私

过滤器看到太阳能

膜,从而产生伏打效应

来发电

,您还可以制作高度紫外线稳定的

粘合剂来将这两层粘合

在一起 多年来

,严酷的元素广泛的温度范围

使用

我希望您为我们制作太阳能屋顶

,inga thulin 说,elon 我

印象深刻,您非常了解

我们的产品堆栈和我们的技术

优势,您可以提出建议 一个

产品就在我们的驾驶室里

,我们甚至没有想到

太棒了

o

在我们的新产品开发阶段之后,通过我们的新产品推出阶段

,您将拥有您的

原型

,大约七年之后,伊隆说

伟大的将

在七周内开始在家中安装它,他挂断了电话,他

知道 thulin 可以选择 hinga

can 以他们通常的方式排队新产品开发

和新产品推出阶段

并失去

业务没有得到任何这项业务

没有获得与清真寺公司合作的光环效应

这一切都消失了,

或者 inga 可以以一种方式工作 在他们定义

的新产品创新和

产品开发流程之外 4 到 3m

,inga 决定运行一个敏捷项目,

并且像

所有敏捷计划一样,

如果我们问谁想

加入精力充沛的人,他们会更有效,所以他说谁

想加入

,他收到了数百条回复,他

谁能把你所有的其他工作

交给别人,你可以把它转移到

公司的另一个领域,或者你可以 外包它或者

你可以停止它,

所以这是你唯一要做的事情,他

让极少数人

说是的,我们可以

然后这些人全职坐在一个房间

,他们都成对工作没有人没有

人工作 独自一人,他们有一个

大投影仪屏幕,很多

时候他们都在做笔记本电脑工作,

采购化学混合物想法

图纸与供应商交谈

,一次只允许一个人打字,

每个人都在屏幕上看到它,他们都

指着说,

这是实时的 谈话 他们是一个

团队 他们一起做一件事情

当他们需要制作原型时 他们

一起去工厂

一起生产 或者他们一起

观看制作

然后带着原型飞回去

他们提早完成它在 3m 上创造了记录

这是敏捷的 这是基于团队

的 Scrum 管理,

它使

一次与多个团队一起工作变得非常简单和精益

,这是敏捷的想法,而

不仅仅是

分阶段 做一个小项目,虽然

太阳能屋顶并没有那么

小,但周期非常短,

所以你可以

在几周内看到显着的结果,

在正常的方法中,

在某些方面需要数年才能看到它是准确的

七年到五周,是的

这个团队有多大,

为开发这个做核心工作的是四个人,

他们在过去两周增加了第五个人,

以帮助尽快申请专利和开源

,并且 结果

3m 他们是继续使用这种敏捷

方法

还是这只是一个一次性的

实验结果他们进行了财务

计算如果

他们的更多项目以这种方式运行会发生什么

,嗯,他们让我

来做团队发布在哪里 我们培训了人

,然后成立了

这些 Scrum 团队,一次 50 人

,我们做了一年

两年的波浪,最终有数千人

,股价飙升至

创历史新高

,你会怎么说,嗯,

接受这种新心态或新文化,

嗯,

在 3m 处很难接受,还是

很容易发生?

从你所见的角度来看,这是什么样的?

是十亿美元的

问题吗,嗯,我真的认为

这可能是十亿美元卖得太短

了很多人都想对一家公司产生影响

而真正的症结似乎是

他们在脱离接触之前受到了多大的打击

就像那一样可怕,我真的

认为这是它的

症结所在 孩子们自然很容易

这样做 这就是孩子们

在老师告诉他们之前的游戏方式

我现在不想和你说话

我现在不想听你的话

我希望你坐下来

集中注意力 就这一点,只有

这一次 一种模式,这种敏捷的

东西变得陌生了,我们必须

重新学习这种自然的协作

方法,这种方法

对所有

生物或至少对人类来说

都非常

直观

或者提交给系统

或者

看看你有 15 分钟的休息时间

你可以在休息时间做,而不是

去洗手间喝咖啡

对于我的手,而

不是我的头脑,

他们有一个选择,他们可以

打气和对抗系统,

或者他们可以放松,然后下次

他们

看到改进的机会时,他们

现在已经

习惯于说好,问我的老板

你知道他们' 有人告诉

我,如果这种情况

已经发生了 23430 年,

请不要让我参与进来

考虑到他们现在所处的情况,

如果你找到一个新人或者

已经在这些敏捷公司工作过的人,

他们知道他们是

这个星球上的一股强大力量,他们创造了他们

周围的情况,

如果他们的经理告诉他们,他们就会离开

他们我不想要你的参与,

所以这是超自然的,

所以这就是实际发生的事情

我们进入像 3m 这样的大公司

,我们说谁愿意

在 45 分钟的

主题

演讲之后尝试这个 scrum 事情 是,你得到了

一群人,这些人

要么处于中年危机,

所以他们正在重新评估自己,或者

他们是新人,或者他们即将退休,

所以在所有情况下,他们都说改变很酷

,他们选择加入并且 你有很多

其他

人说不,现在

不是,现在不是,除非系统

真的改变了,我被告知

我的整个人性在工作中都受到重视

,所以这就是变革的文化方面

,它是超级真实的 这就是为什么

在初创公司中更容易做到这一点即使

有相同的员工同样的

人没有被

邀请全身心

地工作 20

30 年不分年龄,但这是

一家新公司,

所以他们知道这是新的基本规则

是不同的,他们必须

弄清楚他们是什么

,你说让我们尝试敏捷

,所有新员工都非常容易同样的人,嗯,

特斯拉著名地做到了这一点,他们采用了

新的我工厂,该工厂

在通用汽车

和丰田汽车下质量极低,提高了质量

但是创新

率低得可怜,特斯拉把它做成了

世界级的创新,

质量更高,质量必须提高,但现在

它更高

了,同样的

人在那里工作的人是同样的人,

我遇到了他以前的精益主管

通过通用丰田和特斯拉已有 20 年了

,它现在是

利润最高的

公司 y type 也许他去过

那里 它是同一个人 它是同一

个人在那里

工作 是系统发生了变化,

文化变革点

得到了有效的完成,所以

变革是这里的一个关键因素,你

知道我们可能处于一个

不仅 这种变化很酷,

但肯定是有贪婪的,而且有很多

过程正在改变的方式,

变化甚至可能是这种

环境中的规则,人们正在做更多

基于距离的工作

,敏捷如何适应

它似乎更自然

我现在一起工作,

[音乐]

我们可以放大

窗口并在窗口上执行任务的想法,因为这意味着

我们正在做的很多事情是

基于屏幕放大窗口,我

有我的团队在

这里 我们

在不到一秒的时间内几乎无缝地解除了重新参与,嘿,乔,是的,菲尔

,它似乎非常适合

现在有一个叫做敏捷宣言的东西,

写于 2001 年

,在 Zoom 之前,在

谷歌会议

之前,那是之前 azure devops 和

microsoft stack 支持

这一点,那时我们有 9 600 波特

调制解调器和文本

,而且

在同一个房间里

很难做到这一点现在使用现代协作工具很容易做到

现在我幸运地参与了制造

如果 我们正在移动原子,这意味着机器人

如果我们移动电子

,这意味着人们所以人们移动

电子,这非常容易做到远程

机器人移动原子非常容易

监控观察和欢呼远程

如果我们是 具体告诉机器人

我们公司将死去哪里,它

现在死

了,机器人需要运行一个机器

学习堆栈

,我们正在做的是管理

数据并确保它有一个有效的数据

堆栈

运行 意味着我们在硬件上是全面的共生体

我的右臂是

一个 dur 机器人 我的左臂是

一个 funac 机器人,这就是它的

工作原理,

人类移动电子机器人移动

分子

很棒,所以我们是

快要结束这

部分采访了

看到

呃对敏捷的反击,

如果他们准备好或者谁想要

探索

医学,那么他们

迈出的第一步是什么

现在整个金融

体系

都在以最快的速度朝着这个方向

发展

现在正在以最快的速度冲刺到这一点的业务

堆栈 在本地,没有太多

不敏捷的

金融科技,它为大多数银行和金融业

带来了合法性,但

合法性要求

在敏捷企业之间进行辩护和仲裁,

因此他们试图

弄清楚这意味着什么

所以大多数合法商业法律呃

团体在他们提出合同时他们

甚至不申请他们总是被抛弃

所以你有敏捷团队编写他们

自己的合同和法律坐在

场边说不等我们怎么样

所以看起来 要成为一个追赶点,

媒体一直在与

跨职能团队合作,

因为有媒体,因为他们有

紧迫的时间见面,

但是尊重人的

敏捷性方面,整个

系统使它可持续发展

还没有到达媒体 根本没有,嗯,

有一个真正的救援机会

,我不知道媒体是否知道,

在这方面他们可能更接近合法,因为

他们已经很快了

他们不会感受到法律开始感受到的痛苦

,他们刚刚

被排除在循环之外,

嗯,营业额很高,

他们不知道敏捷

有一个解决方案堆栈,

可能对制造

每个人都有用 在制造业

知道这就是事情以及事情的发展方向

大多数人都感到一无所知,他们

说我只是希望我

在它扰乱我的工厂之前退休,

他们觉得这似乎

是一座太高的山无法攀登,

所以我们拭目以待

90% 的硬件公司

将倒闭,

或者我们将在这方面进行标题更改

所以我很抱歉,或者我们将进行

标题更改,你能再说一遍

,或者大约 90

制造和硬件

运营将倒闭,或者我们将

在接下来的 18 个月内将标题更改为敏捷

哇,你首先在这里听到了,嗯,乔,

非常感谢你抽出时间,

嗯,你知道任何决赛 最后的想法或

最后的工作 ds

的鼓励或建议,这非常

有趣 Scrum 的事情只有 11 条规则,你

可以练习两天并把

它记下来,

嗯,敏捷的事情是心态,但是

写一些诗

试着让你的整个自己重新投入工作-

投入你的激情本身,

超自然的

孩子一直在幼儿园玩,

它基本上是工作中的蒙台梭利幼儿园

,它非常有效,所以

你会喜欢它的嗯,开始画画,做

一些

有趣的事情,我希望经常发生的事情

在世界

上拯救我刚才谈到的那 90 家公司

大多数公司认为他们的核心

系统与 20 或 40 年前大致相同,

控制系统和控制设备

在过去四年中改变了一千倍

你的公司有积累的机会,所以每次你

看机器人技术时

,潜力都是如此之高