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Innovation
and
Organization
Kevin Goldsmith
Vice President, Engineering - Consumer
Agenda
‣ IntroductiontotheSpotifyMatrix
Model
‣ Cultureofcontinuousimprovement
‣ ChangeisConstant
‣ WhatDoesn’tWorkWell?
TheSpotify
MatrixModel
VP
client
director
client
manager
client
manager
client
manager
client
manager
server
director
core
manager
infra
director
server
manager
server
manager
“Organizations which design systems ...
are constrained to produce designs
which are copies of the communication
structures of these organizations”
Melvin Conway
Server
Core Library
Platform Platform Platform Platform
Infrastructure
Server
Core Library
Platform Platform Platform Platform
Infrastructure
Server
Core Library
Platform Platform Platform Platform
Infrastructure
Server
Core Library
Platform Platform Platform Platform
Infrastructure
Server
Core Library
Platform Platform Platform Platform
Infrastructure
Server
Core Library
Platform Platform Platform Platform
Infrastructure
Inverse Conway Maneuver
evolve your team and organizational
structure to promote your desired
architecture.
The Spotify Model
8
Full-Stack Autonomous Teams (Squads)
The Spotify Model
8
Full-Stack Autonomous Teams (Squads)
PO
UX
iOS
Android
K&M
QA
Backend
Agile Coach
The Spotify Model
9
Full-Stack Autonomous Teams
PO
UX
iOS
Android
K&M
QA
Backend
Agile Coach
Fully empowered to fulfill their mission
The Spotify Model
10
Full-Stack Autonomous Teams
PO
UX
iOS
Android
K&M
QA
Backend
Agile Coach
Dependencies on other teams are minimized
The Spotify Model
11
Full-Stack Autonomous Teams
PO
UX
iOS
Android
K&M
QA
Backend
Agile Coach
Collective Responsibility
The Spotify Model
12
Full-Stack Autonomous Teams
PO
UX
iOS
Android
K&M
QA
Backend
Agile Coach
Individual Accountability
The Spotify Model
13
Full-Stack Autonomous Teams
PO
UX
iOS
Android
K&M
QA
Backend
Agile Coach
Ideal Size: 6-12 people
The Spotify Model
14
Full-Stack Autonomous Teams
PO
UX
iOS
Android
K&M
QA
Backend
Agile Coach
Innovation throughput over innovation velocity
The Spotify Model
15
Full-Stack Autonomous Teams
PO
UX
iOS
Android
K&M
QA
Backend
Agile Coach
No Manager?
The Spotify Model
18
Chapter Lead
The Spotify Model
19
Chapter Lead
The Spotify Model
19
Chapter Lead
The Spotify Model
19
Chapter Lead
The Spotify Model
20
The Spotify Model
21
The Spotify Model
22
Product Owner
Agile Coach
Chapter Lead
Chapter Lead
The Spotify Model
22
Product Owner
Agile Coach
Chapter Lead
Chapter Lead
POCLAC
Achieving Alignment
23
Squads
Achieving Alignment
24
Squads
Achieving Alignment
24
Squads
Chapter Leads
Achieving Alignment
25
Squads
Chapters
Achieving Alignment
25
Tribe Lead
Squads
Chapters
Achieving Alignment
26
Tribe
Squads
Chapters
Ideal size: 40-150 people
Achieving Alignment
27
Tribe
Squads
Chapters
Achieving Alignment
27
Tribe
Squads
Chapters
Product Owner
Achieving Alignment
27
Tribe
Squads
Chapters
Product Owner
User Experience
Achieving Alignment
28
Achieving Alignment
29
Achieving Alignment
29
Product Area Leads
Achieving Alignment
30
Design Leads
Achieving Alignment
31
Trio Trio
Trio
Achieving Alignment
32
Guild
Achieving Alignment
33
Trio Trio
Trio
Achieving Alignment
34
Alliance
Achieving Alignment
35
Alliance
Continuous
Improvement
“We believe that you need a great
company to build a great product,
and we are trying to do both”
Spotify tech belief
Culture of continuous improvement
‣ Leadershipspendssignificantamountsof
timeimprovinghowwework.
‣ Experimentonourselves
Each Squad, Chapter,Tribe, Guild,Allianceworks
differently
Best ideas are shared and evolve
Track metrics onteams inthe samewaywetrack
metrics onthe product
Changeis
constant
It looks like
chaos
It looks like
chaos
but it works for us.
It looks like
chaos
but it works for us. Mostly.
“Heisenberg Squads”
Chaos balanced with stability
‣ Chaptersaremorepermanentthan
squads
‣ Long-lasting(orperpetual)missions
havelong-lasting,stable,teams
Leadership supports the chaos
‣ Giveteamscontextsotheycanmake
gooddecisions.
‣ Keepinformationflowing.
‣ Supporttheteams,makethe
connections.
‣ Useinformalconnectingnetworks
Agile Coaches
UX
Product
Guilds
It is better to solve the problems
created by fluidity rather than
imposing more structure.
Minimum Viable
Bureaucracy
It requires
trust.
Whatdoesn’t
workwell?
Big Projects
‣ Autonomousteamsmakescoordination
difficult
‣ Nofull-timeprojectmanagersin
technologyorganization
‣ Veryunevenexecutionrecord
‣ Gotintosomebadanti-patterns
Big Projects - Lessons Learned
‣ Gooverboardoncommunication
‣ Haveexperiencedprojectmanagers
drivetheproject
‣ Respecttheculture
Growing Senior Leaders
‣ Tribeleadshavepeoplemanagement,
strategyanddeliveryresponsibility
‣ ChapterLeadshavepeople
managementresponsibilityandoperate
inhighlyconsensus-driventeams
Resource Efficiency
‣ Autonomousteamsareresourcehungry
becausetheyneedtobeself-sufficient
‣ Teamscangetfocusedonimproving
thingswithintheirsphereofcontrol,
ignoringlargerissues
Questions?

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