Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
繋がる台帳の話
Search
水樹素子
February 02, 2018
Technology
5.5k
2
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
繋がる台帳の話
https://becj.connpass.com/event/74368/
水樹素子
February 02, 2018
Other Decks in Technology
See All in Technology
AIはどのように 組織のアジリティを変えるのか?
junki
3
820
RAG を使わないという選択肢
tatsutaka
1
240
"何を作るか"を任される エンジニアは、どう育つのか
yutaokafuji
1
680
社内 AI エージェント Synapse と セマンティックレイヤーの育て方
hiroakis
3
1.9k
プロダクト開発から業務改善コンサルまで。事業全体へ「染み出す」ことで広がるエンジニアの可能性
ham0215
0
130
「エンジニア進化論」2028年の開発完全自動化、エンジニアはどう進化するか
cyberagentdevelopers
PRO
6
5.2k
AIの性能が向上しても未解決な組織の重大問題は何か?/An Unsolved Organizational Problem in the Age of AI
moriyuya
4
680
やさしいA2A入門
minorun365
PRO
12
1.9k
現地で盛り上がった WWDC26 Keynote
zozotech
PRO
1
250
NAB Show 2026 動画技術関連レポート / NAB Show 2026 Report
cyberagentdevelopers
PRO
0
200
2026TECHFRESH畢業分享會 - 原生還是跨平台? App 開發踩坑實錄
line_developers_tw
PRO
0
1k
ルールやカスタム機能、どう活かす?ハンズオンで体感するIBM Bobの出力コントロール
muehara
1
160
Featured
See All Featured
Redefining SEO in the New Era of Traffic Generation
szymonslowik
1
340
The untapped power of vector embeddings
frankvandijk
2
1.8k
Speed Design
sergeychernyshev
33
1.8k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
162
16k
How to Talk to Developers About Accessibility
jct
2
230
How to audit for AI Accessibility on your Front & Back End
davetheseo
0
430
Efficient Content Optimization with Google Search Console & Apps Script
katarinadahlin
PRO
1
620
Abbi's Birthday
coloredviolet
2
8.1k
Imperfection Machines: The Place of Print at Facebook
scottboms
270
14k
Optimizing for Happiness
mojombo
378
71k
The World Runs on Bad Software
bkeepers
PRO
72
12k
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
1
2.7k
Transcript
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ܨ͕Δாͷ .J[VLJ4POPLP
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ൃදͷΰʔϧ ϒϩοΫνΣʔϯΛ࡞Γͨ͘ͳͬͨ࣌ʹ ࢀߟʹͳΕྑ͍ͳͱࢥ͍ͬͯ·͢
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO #MPDLDIBJOͯΑ͘ฉ͚͘Ͳʜʜ ίϯιʔγΞϜܕ ύϒϦοΫܕ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO #MPDLDIBJOͯΑ͘ฉ͚͘Ͳʜʜ ࠓճίϯιʔγΞϜܕ#MPDLDIBJOΛϕʔεʹ͠·͢ɻ aŰŘŰƅŖƀŕŢƄŒŖ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ໊લ ਫथૉࢠ .J[VLJ4POPLP ॴଐ ձେֶӃ̍ ϒϩοΫνΣʔϯاۀͰϒϩοΫνΣʔϯΞʔΩςΫτ झຯ ΞχϝؑͱΠϥετඳ͍ͨΓಉਓࢽൃߦ
͖ͯͨ͠ࣄ )ZQFSMFEHFS*SPIBͷઃܭͱ"DDFQU·Ͱͷ࣮ *SPIBͷ#BTFΛೋਓͰ࡞ͬͨ ࣗݾհ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ͢͜ͱ )ZQFSMFEHFSͷઆ໌ͱએ ݁߹ʹ͓͍ͯߟ͑ͳ͚Ε͍͚ͳ͍͜ͱ ͦΕͧΕͷτϐοΫʹؔͯ͠ͷΞΠσΞ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO )ZQFSMFEFSͱ*SPIBͷએ )ZQFSMFEHFSͱɺϒϩοΫνΣʔϯٕज़Λੈքతʹਪਐ͢ΔͨΊʹ࡞͞ΕͨΦʔϓϯιʔεϓϩδΣΫτɻ ۜߦɺαϓϥΠνΣʔϯɺʑ෯ؚ͘Ήɺ5IF-JOVY'PVOEBUJPO͕ओ࠵͢Δੈքత৫ ϒϩοΫνΣʔϯ͍͍ײ͡ͷٕज़ͩ͠ɺͬͱҰൠతʹ͑ΔΑ͏ʹ͠Α͏ʂஂମ 'BCSJD 4BXUPPUI *SPIB
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO )ZQFSMFEFSͱ*SPIBͷએ )ZQFSMFEHFSͱɺϒϩοΫνΣʔϯٕज़Λੈքతʹਪਐ͢ΔͨΊʹ࡞͞ΕͨΦʔϓϯιʔεϓϩδΣΫτɻ ۜߦɺαϓϥΠνΣʔϯɺʑ෯ؚ͘Ήɺ5IF-JOVY'PVOEBUJPO͕ओ࠵͢Δੈքత৫ ϒϩοΫνΣʔϯ͍͍ײ͡ͷٕज़ͩ͠ɺͬͱҰൠతʹ͑ΔΑ͏ʹ͠Α͏ʂஂମ 4BXUPPUI *SPIB 'BCSJD
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ͍Ζͷࢥͱ #MPDLDIBJO͜ͷઌͲ͏ͳͬͯߦ͘ʁ #MPDLDIBJOՁͷૹϓϩτίϧͰ͋Δɻ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ͍Ζͷࢥͱ #MPDLDIBJO͜ͷઌͲ͏ͳͬͯߦ͘ʁ ͳΒɺ࠷ऴతʹ ΠϯλʔωοτશମΛߋ৽͢Δ #MPDLDIBJOՁͷૹϓϩτίϧͰ͋Δɻ ͳΒΠϯλʔωοτͷ༷ʹ૿৩ɺൟ৩͍ͯ͘͠ ΞϓϦέʔγϣϯʹ͍ͯ͜͠͏ ͕͍Ζͷࢥ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO 'BCSJD "QSPKFDU #QSPKFDU $QSPKFDU %QSPKFDU ༷ʑͳ#MPDLDIBJOࢄாγεςϜ͕ੜ·Ε 3JQQMF $MJFOU $MJFOU
$MJFOU $MJFOU
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO 'BCSJD "QSPKFDU #QSPKFDU $QSPKFDU %QSPKFDU ࠷ऴతʹ̍ͭͷڊେͳாͱͳΔ 3JQQMF $MJFOU $MJFOU
$MJFOU $MJF
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO #MPDLDIBJOΛઃܭ։ൃ͢Δ্Ͱ ߟ͑ͳ͍ͱ͍͚ͳ͍ϙΠϯτʢ݁߹ฤʣ w ாಉ࢜ͷ"TTFUͷมํࣜ w ாಉ࢜ͷ5SBOTBDUJPOͷϧʔςΟϯά w ૬खͷாͷ৴༻ใऔಘ w
࣮ࡍʹ݁߹ͨ࣌͠ͷσʔλอओମઃܭ w ࢄாશମͷڞ௨ϓϩτίϧઃܭ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ 'BCSJD #JUDPJO Ͳ͏ͬͯாؒͷՁͷ૯ྔཧ͢Δͷʁ Ձ֨ௐͲ͏Δͷʁ ϓϩτίϧ͕ҧ͏ͱࢥ͏͚Ͳʜʜʁ :FO *#.$PJO #JUDPJO
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTF&TDSPX #JU$PJO-FEHFS " $ # *SPIB-FEHFS
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTF&TDSPX #JU$PJO-FEHFS *SPIB-FEHFS "XBMMFU $XBMMFU &TDSPX *SPIB-FEHFSͰ"XBMMFUͷૹۚྉΛ&TDSPXʹೖΕΔ
" $ # " $ #
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTF&TDSPX #JU$PJO-FEHFS *SPIB-FEHFS " $ # "XBMMFU $XBMMFU
&TDSPX $XBMMFU #XBMMFU &TDSPX &TDSPXʹೖͬͨ͜ͱΛ֬ೝͨ͠Βɺ#JU$PJO-FEHFSͰ$XBMMFUͷૹۚྉΛ&TDSPXʹೖΕΔ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTF&TDSPX #JU$PJO-FEHFS *SPIB-FEHFS " $ # "XBMMFU $XBMMFU
&TDSPX $XBMMFU #XBMMFU &TDSPX # 3FDFJQU4JH &TDSPXʹೖͬͨ͜ͱΛ֬ೝͨ͠Β#͕3FDFJQUʹॺ໊Λ͠#JUDPJO-FEHFSʹ͛ɺ &TDSPXͷۚΛड͚औΔ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTF&TDSPX #JU$PJO-FEHFS *SPIB-FEHFS " $ # "XBMMFU $XBMMFU
&TDSPX $XBMMFU #XBMMFU &TDSPX # 3FDFJQU4JH 3FDFJQUΛड͚औͬͨΒॺ໊Λ࣍͠ͷܦ࿏ݩʹ͛ɺ &TDSPXͷۚΛड͚औΔ
IUUQTJOUFSMFEHFSPSH
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO *OUFSMFEHFSͷ߹
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTF&TDSPX ϙΠϯτ ෳͷாΛԣஅͯ͠ૹ͕ۚͰ͖Δ $POOFDUPSͷ͕େʹͳΕܦ࿏్͕ΕΔ͜ͱ͕ແ͘ͳΔ ैདྷͷ&TDSPXͱಉ͡ϩδοΫͳͷͰΘ͔Γ͍͢
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTFதԝհܕ #JU$PJO-FEHFS " # *SPIB-FEHFS $ $
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTFதԝհܕ #JU$PJO-FEHFS " $ # *SPIB-FEHFS $ தԝʹ͋ΔҰͭͷ$IBJOΛ௨ΓతͷாʹૹΒΕΔ
ૹΒΕΔ్தͰมϩδοΫ͕4NBSU$POUSBDUͱ࣮ͯ͠ߦ͞ΕΔ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTFதԝհܕ #JU$PJO-FEHFS " # *SPIB-FEHFS $ $ ࠷ޙʹతͷாʹ5Yͱͯ͠ૹΒΕΔ
1PMLBEPU 3FMBZDIBJO͕தԝʹଘࡏͦ͠ͷपΓʹ༷ʑͳ#MPDLDIBJO͕͘
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ͜͜ʹ$04.04ͷઆ໌͕ʂ $PTNPT
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ாಉ࢜ͷ"TTFUͷมํࣜ $BTFதԝհܕ ϙΠϯτ ாؒͷௐΛߴͰߦ͑Δɻ தԝհ෦͕ࢄܕͳͷͰোʹڧ͍ தԝհ෦ࣗମ͕ଞͷதԝհ෦ʹͭͳ͕ΔͷͰڊେͳγεςϜʹͳΔ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO "QSPKFDU ாಉ࢜ͷ"TTFUͷมํࣜ $BTF࿈߹ํอ࣋ܕ #QSPKFDU %QSPKFDU $QSPKFDU &QSPKFDU UY" $
UY" $ UY" # UY" # UY% & UY% & UY$ & UY$ %
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO "QSPKFDU ாಉ࢜ͷ"TTFUͷมํࣜ $BTF࿈߹հܕ #QSPKFDU $QSPKFDU &QSPKFDU #JUDPJO UY" $
UY" $ UY" # UY# & UY# &
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ࣮ࡍʹ݁߹ͨ࣌͠ͷσʔλอओମઃܭ ݁߹ͨ࣌͠ɺͲͷா͕5SBOTBDUJPOΛอଘ͢Δʁ Ͳͷா͕ͲͷΑ͏ͳ࠲Ͱ߹ҙܗΛߦ͏ʁ 1SPKFDU" 1SPKFDU# 1SPKFDU$
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ࣮ࡍʹ݁߹ͨ࣌͠ͷσʔλอओମઃܭ $BTFɹํ͕Λ࣋ͬͯํऔҾͷ ߹ҙܗΛޓ͍ʹߦ͏ 1SPKFDU" 1SPKFDU$ UY" $ UY" UY$
UY" $
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ࣮ࡍʹ݁߹ͨ࣌͠ͷσʔλอओମઃܭ $BTFɹํ͕Λ࣋ͬͯํऔҾͷ ߹ҙܗΛޓ͍ʹߦ͏ 1SPKFDU" 1SPKFDU$ UY" $ UY" UY$
UY" $ ԣల։
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ࣮ࡍʹ݁߹ͨ࣌͠ͷσʔλอओମઃܭ $BTFɹ)VCͱͳΔ෦͕Λ࣋ͬͯํऔҾͷ ߹ҙܗΛߦ͏ 1SPKFDU" )VC 1SPKFDU$ UY" 1PSU UY"
# UY1PSU $
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ࣮ࡍʹ݁߹ͨ࣌͠ͷσʔλอओମઃܭ $BTFɹ)VCͱͳΔ෦͕Λ࣋ͬͯํऔҾͷ ߹ҙܗΛߦ͏ 1SPKFDU" )VC 1SPKFDU$ UY" 1PSU UY"
# UY1PSU $ 1SPKFDU% UY1PSU % ԣల։
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ૬खͷாͷ৴༻ใऔಘ ா͕ੜ·Εͯ/ඵͨͬͨΒେৎʁ 1FFS͕ˎˎ͔ͩΒେৎʁ ϒϩοΫ͕/ࢠҎ্ͳΒେৎʁ ʁ ʁ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ૬खͷாͷ৴༻ใऔಘ $BTFɹ)VCͱͳΔ෦͕ͭͳ͕͍ͬͯΔாͷ ৴༻Λ୲อ͢Δ 1SPKFDU" )VC 1SPKFDU# 1SPKFDU$ ৴པͯ͠ʂ $҆શʁ
҆શΆ͍ͭ͠ͳ͙Θ ҆શΆ͍ͭ͠ͳ͙Θ "҆શʁ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ૬खͷாͷ৴༻ใऔಘ $BTFɹͭͳ͕͍ͬͯΔாΛௐ૬ޓධՁΛ͍ͯ͘͠ ධՁ࣠ ˎˎாͷ00௨՟Λ͍͘Β͍͘Β͍࣋ͬͯΔ͔Β҆৺ ˏˏாͱऔҾΛ/ճ܁Γฦ͍ͯ͠Δ͔Β҆৺
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO 'BCSJD #JUDPJO ܨ͕ͬͨ࣌ͲͷΑ͏ͳܦ࿏Ͱతͷாʹಧ͚Δʁ ͜ͷ߹*SPIB͔Β#JUDPJO·Ͱ ாಉ࢜ͷ5SBOTBDUJPOͷϧʔςΟϯά
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO $BTFɹ)VC͕தԝʹհࡏ͍ͯ͠Δ ாಉ࢜ͷ5SBOTBDUJPOͷϧʔςΟϯά 1SPKFDU" )VC 1SPKFDU# 1SPKFDU$ ొͯ͠ʂ $Ͳ͜ʁ ͩ͜͜Ͷ
ͩ͜͜Α
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO $BTFϧʔςΟϯάςʔϒϧΛா͕อ࣋͢Δ ாಉ࢜ͷ5SBOTBDUJPOͷϧʔςΟϯά
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO ࢄாશମͷڞ௨ϓϩτίϧઃܭ ݁߹ͨ࣌͠-FEHFSಉ͕࢜ಛఆෆՄೳʹͳΒͳ͍༻ʹ͢Δ "DDPVOU*E"TTFU*Eʹ͍ͭͯʜʜ 4NBSU$POUSBDUΛڞ༗͢Δ߹ʁʜʜ
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO *OUFSMFEHFS
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO *OUFSMFEHFS
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO #MPDLDIBJOΛઃܭ։ൃ͢Δ্Ͱ ߟ͑ͳ͍ͱ͍͚ͳ͍ϙΠϯτʢ݁߹ฤʣ w ாಉ࢜ͷ"TTFUͷมํࣜ w ாಉ࢜ͷ5SBOTBDUJPOͷϧʔςΟϯά w ૬खͷாͷ৴༻ใऔಘ w
࣮ࡍʹ݁߹ͨ࣌͠ͷσʔλอओମઃܭ w ࢄாશମͷڞ௨ϓϩτίϧઃܭ ·ͱΊ ίίΒΜΛҙࣝͯ͠#MPDLDIBJOΛ࡞Δͱ ͘ੜ͖ΕΔͷʹͳΔͱࢥ͍·͢
#MPDLDIBJO&OHJOFFS$PNNVOJUZ+BQBO