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Livesenseの場合のデータを活かす組織の作りかた
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Livesense Inc.
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February 15, 2018
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Livesenseの場合のデータを活かす組織の作りかた
2018/02/15 @ Developers Summit 2018
【15-C-2】データを活かす組織の作りかた、事業に寄り添う分析・機械学習基盤の育てかた
Livesense Inc.
PRO
February 15, 2018
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Transcript
-JWFTFOTFͷ߹ͷ σʔλΛ׆͔͢৫ͷ࡞Γ͔ͨ %FWFMPQFST4VNNJU ʲ$ʳσʔλΛ׆͔͢৫ͷ࡞Γ͔ͨɺ ࣄۀʹدΓఴ͏ੳɾػցֶशج൫ͷҭ͔ͯͨ גࣜձࣾϦϒηϯε ςΫϊϩδΧϧϚʔέςΟϯά෦ ୩ଜୖ
ຊͷ͓ͷྲྀΕ $PQZSJHIU-JWFTFOTF*OD -JWFTFOTFͷ߹ͷσʔλΛ׆͔͢৫ͷ࡞Γ͔ͨ ࣄۀʹدΓఴ͏ੳɾػցֶशج൫ͷҭ͔ͯͨ
ࣗݾհ $PQZSJHIU-JWFTFOTF*OD גࣜձࣾϦϒηϯε ςΫϊϩδΧϧϚʔέςΟϯά෦ ෦ ୩ଜ ୖ 5BLVZB5BOJNVSB •
Ϧϒηϯεʹೖࣾ • 4*FS ˠσʔλઐۀͷձࣾ ˠϦϒηϯε • ຊ৬σʔλΞφϦετ
ϦϒηϯεͷαʔϏε $PQZSJHIU-JWFTFOTF*OD ٻਓɾෆಈ࢈ྖҬΛத৺ʹΠϯλʔωοταʔϏεΛӡӦ ΞϧόΠτٻਓαΠτ ʮϚοϋόΠτʯ ਖ਼ࣾһస৬αΠτ ʮస৬φϏʯ ෆಈ࢈ିใαΠτ ʮEPPSିʯ
స৬ΫνίϛαΠτ ʮస৬ձٞʯ ৽ଔब׆αϙʔταΠτ ʮब׆ձٞʯ ҩྍใαΠτ ʮ࣏ྍϊʔτʯ ෆಈ࢈ใαʕϏε ʮ*&4)*-ʢΠΤγϧʣʯ ٻਓใϝσΟΞ ϑΝογϣϯ&$αΠτ ʮXBKBʯ FUD ΤϯδχΞస৬αΠτ ʮస৬υϥϑτʯ ࿈݁ࢠձࣾʢגʣXBKB͕ӡӦ ෆಈ࢈ใϝσΟΞ ΠʔίϚʔε ͦͷଞ FUD FUD ϏδωεൺֱɾൃαΠτ ʮΞΠϛπʯ
ϦϒηϯεͷϏδϣϯ $PQZSJHIU-JWFTFOTF*OD ʮ͋ͨΓ·͑Λɺൃ໌͠Α͏ɻʯ
Ϧϒηϯεͷࣾһߏ $PQZSJHIU-JWFTFOTF*OD αʔϏεͷ։ൃʹ͔͔ΘΔϝϯόʔͷൺ͕ߴ͍ਓһߏ
ൃදऀͷॴଐ෦ॺʹ͍ͭͯ $PQZSJHIU-JWFTFOTF *OD • ʹ݁ɾલͷ৫͔Β • ࣄۀ෦੍ͷதͰͷ෦ԣஅͷ৫ • ςΫϊϩδʔʹΑΔαʔϏεͷڝ૪༏Ґߏ
ஙͱࣄۀߩݙ͕ϛογϣϯ • ϓϩμΫτ ςΫϊϩδʔ ςΫϊϩδΧϧϚʔέςΟϯά෦
ςΫϊϩδΧϧϚʔέςΟϯά෦ͷࠓ
ׂʢϦϒηϯεͷ߹ʣ $PQZSJHIU-JWFTFOTF *OD ੳج൫։ൃɾӡ༻ɺσʔλऩूɺେྔσʔλͷૢ࡞ σʔλΤϯδχΞ ػցֶशγεςϜʢΠϯϑϥɾίʔυʣͷ։ൃΛ୲ ػցֶशج൫ΤϯδχΞ ΞϧΰϦζϜͷ࣮ɺݕূɺվળ ΞϧΰϦζϜ։ൃऀ
σʔλαΠΤϯεΛ׆༻ͨ͠ϓϩμΫτվળͷاըཱҊ σʔλΞφϦετ 69σβΠϯͷख๏Λۦͯ͠αʔϏεͷ՝ɾજࡏχʔζͷൃݟɾ ղܾํ๏ͷݕ౼͔Β࣮ߦΛࢧԉ 69Ϧαʔνϟʔʗ69σβΠφʔ
άϧʔϓߏ $PQZSJHIU-JWFTFOTF *OD σʔλΞφϦετ 69Ϧαʔνϟʔ 69σβΠφʔ %BUB.BSLFUJOH σʔλ͔ΒϢʔβʔՁͷసͷઃܭϓϩηεΛ୲͏ σʔλΤϯδχΞ
ػցֶशج൫ΤϯδχΞ ΞϧΰϦζϜ։ൃऀ %BUB1MBUGPSN σʔλ͔ΒϢʔβʔՁͷస͢ΔΈʢγεςϜʣΛ࡞Δ ΠϯϑϥΤϯδχΞ *OGSB4USVDUVSF શαʔϏεͷΠϯϑϥʹΛ࣋ͭ
Ͳ͏ͬͯ͜͜ʹࢸͬͨͷ͔
มԽͷεςοϓ $PQZSJHIU-JWFTFOTF*OD • ଘࡏ͢Δσʔλ ͰͳΜͱ͔͢Δ ᴈ໌ظ ಋೖظ ظ •
ల։ͷϑΣʔζ • ࠓͩ͜͜ͱ৴ ͯ͡Δ • ੳͷͨΊͷ σʔλඋ • ػցֶशͷ࣮ݧ ಋೖ
ᴈ໌ظ ʙ
ͱͱଘࡏ͍ͯͨ͠จԽ $PQZSJHIU-JWFTFOTF*OD • ࣄۀ෦͔ΒӦۀ·Ͱ42-Λୟ͍͍ͯͨ • ใ͕$POGMVFODF্ͰΦʔϓϯʹͳ͍ͬͯͨ • ࠓͰ͍͏3FEBTIΈ͍ͨͳπʔϧ·Ͱଘࡏͨ͠ σʔλʹΑΔҙࢥܾఆΛେࣄʹ͢ΔจԽ
͜ͷ࣌ظͷ׆ಈ $PQZSJHIU-JWFTFOTF*OD ࠂͷޮՌੳɺސ٬ੳɺࢪࡦ݁ՌݕূͳͲ • αʔϏεͷσʔλϕʔεΛୟ͘ʢ.Z42-ʹށ͏ʣ • (PPHMF"OBMZUJDTͰؤுΔ • ྆ํͷσʔλΛ&YDFMʹషΓ͚ͯࠩʹΜͩΓɺ
૾ྗΛಇ͔ͤͨΓ͢Δ ଘࡏ͢ΔσʔλͰͳΜͱ͔͢Δ
͜ͷ࣌ظͷΈ $PQZSJHIU-JWFTFOTF*OD ͔͖͋ͭΊͨσʔλ͔Βͷਪ͕த৺ʹͳͬͯ͠·͏ σʔλͷෆʢࣃൈ͚ʣ͕ࣄͷݶքʹ
͜ͷ࣌ظʹͬͨ͜ͱ $PQZSJHIU-JWFTFOTF*OD ग़དྷΔ͜ͱ͔Β͍ͬͯΕ৴པ͍ͭͯདྷΔ ͜ͷઌͷσʔλ͕͋Εɺɺͱ͍͏งғؾ͕ҭͬͯ͘Δ ΕΔͱ͜Ζ·Ͱ͔ͬ͠ΓΔ
ಋೖظ d
࢝·ͬͨ̎ͭͷ׆ಈ $PQZSJHIU-JWFTFOTF*OD ੳͷͨΊͷσʔλͷඋ ػցֶशͷαʔϏεͷద༻
ੳͷͨΊͷσʔλͷඋ $PQZSJHIU-JWFTFOTF*OD • ΤϯδχΞͱΞφϦετͷڞಉ • ϦϦʔε·Ͱͷεϐʔυॏࢹ ਐΊํ ࠂޮՌͷੳʹΑΓ࣮֬ʹऩӹ͕ݟࠐΊͨͨΊ໎Θͣελʔτ ΞΫηεϩάΛத৺ͱͨ͠σʔλΛੳج൫ͱͯ͠උ
• ࠂग़ߘͷ࠷దԽʹՃ͑ͯɺͦͷଞ༻్Ͱͷར༻ॱௐʹਐΜͩ • ྑ͍σʔλ͕͋ΕɺΈΜͳ͍͍ͨ • ͑Δσʔλʹͳ͍ͬͯΔ͜ͱ͕ॏཁ Ռɾֶͼ
ػցֶशͷαʔϏεͷద༻ $PQZSJHIU-JWFTFOTF*OD • ޭ࣌ͷΠϯύΫτ͕ظग़དྷΔͷ • ϓϩδΣΫτ్͕தͰ࠳͢ΔՄೳੑͷ͍ͷ • αʔϏεͱͷ݁߹ͷ͍ͷ ࠷ॳͷςʔϚબఆ
Ϩίϝϯυ༧ଌϞσϧΛಋೖ ࠷ܦ࿏ͰػցֶशΛαʔϏεʹద༻͢Δ • ෆ࣮֬ͳͷʹඅͤΔίετ ؾʹ͍ͯͨ͜͠ͱ
ػցֶशͷαʔϏεͷద༻ $PQZSJHIU-JWFTFOTF*OD • Θ͔Γ͍͢Ռʢച্ʣΛग़͢͜ͱ͕ग़དྷͨ • ͦΕʹΑΓػցֶशͷಋೖΛਐΊ͍ͯ͘ػӡ͕ߴ·ͬͨ • ʮෆ࣮֬ͳͷʹඅͤΔίετʯͷڐ༰͕ߴ·ͬͨ Ռɾֶͼ
ಋೖظʹ͓͍ͯͿ͔ͭΔน $PQZSJHIU-JWFTFOTF *OD ӡ༻ෛՙ͕͕͋Δ ෛ࠴Խॱௐʹ͢͢Ή ؆୯ʹखΛ͚͍ͭͦ͢Μͳʹଟ͘ͳ͍ ࣅͨΑ͏ͳࣄ૿͑ͯ͘Δ σʔλػցֶशʹऔΓΉલͱมΘΒͳ͍ ͜ͷ··Ͱ໌Δ͍ະདྷ͕ͳ͍͜ͱʹؾ͕ͭ͘
ظ d
͜͜·Ͱͷঢ়گ $PQZSJHIU-JWFTFOTF*OD ಋೖظͷΓํΛҡ͚࣋ͭͮ͠Δ͜ͱࠔ ձࣾͱͯ͠σʔλΛϑϧ׆༻͢ΔҙࢥมΘΒͣ
ߟ͑ͨ͜ͱ $PQZSJHIU-JWFTFOTF*OD ϛογϣϯΛ͛Δ
͜Ε·ͰऔΓΜͰ͖ͨྖҬ $PQZSJHIU-JWFTFOTF*OD • αʔϏε͕ఏڙ͍ͯ͠ΔػೳΛɺσʔλΛͬͯΑΓߴੑೳʹ͠ ͍ͯ͘͜ͱ σʔλ Ձ
ߟ͑ΔྖҬΛ͛Δ $PQZSJHIU-JWFTFOTF*OD • σʔλʹΑͬͯੜΈग़ͤΔαʔϏεͷՁΛߟ͑Δ • ্هΛ࣮ݱग़དྷΔσʔλΛߟ͑Δ σʔλ Ձ
ߟ͑ΔྖҬΛ͛Δ $PQZSJHIU-JWFTFOTF*OD • Ͳ͏ͬͨΒσʔλ͕ू·Δͷ͔ߟ͑Δ • ՁͷఏڙʹΑͬͯ͞ΒͳΔσʔλ͕ੜ·ΕΔ॥Λߟ͑Δ σʔλ Ձ
࢝Ίͨ̎ͭͷ׆ಈ $PQZSJHIU-JWFTFOTF*OD 69%ΛઐʹऔΓΉάϧʔϓΛ৫ ػցֶशγεςϜͷج൫Խ
69% $PQZSJHIU-JWFTFOTF*OD 69σβΠϯख๏ͷϊϋੵͱϚʔέల։ Ϣʔβମݧɾϓϩηεֵ৽ͷͨΊͷٕज़׆༻ άϧʔϓϛογϣϯ
ػցֶशج൫ $PQZSJHIU-JWFTFOTF*OD ࢼߦࡨޡʹ͑ΒΕΔ։ൃεϐʔυΛࢦͨ͢Ί Ϟσϧͷਫ਼্ʹूதग़དྷΔڥʹ͢ΔͨΊ ػցֶशγεςϜʹ͓͚Δ։ൃͷׂ୲Λࡧ͠ ͍ͯͨ͘Ί
ج൫Խͷૂ͍
ׂʢϦϒηϯεͷ߹ʣ˞࠶ܝ $PQZSJHIU-JWFTFOTF *OD ੳج൫։ൃɾӡ༻ɺσʔλऩूɺେྔσʔλͷૢ࡞ σʔλΤϯδχΞ ػցֶशγεςϜʢΠϯϑϥɾίʔυʣͷ։ൃΛ୲ ػցֶशج൫ΤϯδχΞ ΞϧΰϦζϜͷ࣮ɺݕূɺվળ ΞϧΰϦζϜ։ൃऀ
σʔλαΠΤϯεΛ׆༻ͨ͠ϓϩμΫτվળͷاըཱҊ σʔλΞφϦετ 69σβΠϯͷख๏Λۦͯ͠αʔϏεͷ՝ɾજࡏχʔζͷൃݟɾ ղܾํ๏ͷݕ౼͔Β࣮ߦΛࢧԉ 69Ϧαʔνϟʔʗ69σβΠφʔ
άϧʔϓߏ $PQZSJHIU-JWFTFOTF *OD σʔλΞφϦετ 69Ϧαʔνϟʔ 69σβΠφʔ %BUB.BSLFUJOH σʔλ͔ΒϢʔβʔՁͷసͷઃܭϓϩηεΛ୲͏ σʔλΤϯδχΞ
ػցֶशج൫ΤϯδχΞ ΞϧΰϦζϜ։ൃऀ %BUB1MBUGPSN σʔλ͔ΒϢʔβʔՁͷస͢ΔΈʢγεςϜʣΛ࡞Δ ΠϯϑϥΤϯδχΞ *OGSB4USVDUVSF શαʔϏεͷΠϯϑϥʹΛ࣋ͭ
৫ͷมԽ $PQZSJHIU-JWFTFOTF*OD ᐆດͳঢ়گΛΓ ӽ͑Δྗ ᴈ໌ظ ಋೖظ ظ ʴઐྖҬͷڧ͞ ʴνʔϜྗ
ʴϓϩδΣΫτΛ ࣮ݱ͢Δྗ ʴר͖ࠐΈྗ
ͳͥԣஅ෦ͳͷ͔
ͳͥԣஅ෦ͳͷ͔ $PQZSJHIU-JWFTFOTF*OD • ࣄͷαΠΫϧͷҧ͍ • ϦεΫΛऔΓ͍͢ • ݽཱΛ͗ɺνʔϜͰϊϋΛੵ͢Δ •
ΞαΠϯ͕ॊೈʹग़དྷΔɻਓ͕Γͳ͍ɺͪΐ͏Ͳ ͍͍ࣄ͕Γͳ͍ঢ়گʹର͢Δରࡦ • ҭɺධՁ͕Γ͍͢
ࠓޙԣஅ෦Ͱ͍͘ͷ͔
ࠓޙԣஅ෦Ͱ͍͘ͷ͔ $PQZSJHIU-JWFTFOTF*OD • લड़ͷཧ༝ʹΑΓԣஅ෦͋ͬͨํ͕Α͍ • ୠ͠ɺҋӢʹԣஅ෦ΛංେԽͤ͞Δඞཁͳ͍ • ԣஅ෦ͱࣄۀ෦ͷڠྗํ๏ɺ͓ޓ͍ͷ౿ΈࠐΈ ۩߹దٓஅ͍͖͍ͯͨ͠
ࠓͷମ੍ͰॳΊ͔Βελʔτ͍ͯ͠Ε ͬͱ͏·͍ͬͨ͘ͷ͔ʁ
ࠓͷମ੍Ͱελʔτ͍ͯ͠Εʁ $PQZSJHIU-JWFTFOTF*OD • ඞͣͦ͠͏ͱݴ͑ͳ͍ • ॱ൪ʹ࣮ͱ৴པΛੵΈॏͶΔ͜ͱΛେࣄʹ͖ͯͨ͠ • ϑΣʔζʹΑΓ࠷దͳϝϯόʔߏมԽ
͜Ε͔Βͷ͜ͱ
͜Ε͔Βͷ͜ͱ $PQZSJHIU-JWFTFOTF*OD • લਐ͍ͯ͠Δײ֮͋Δ͕ɺਖ਼ͳͱ͜Ζɺ·ͩ·ͩ͜Ε͔Β • ͍͖ͬʹཧঢ়ଶΛࢦ͢ʹ·ͩڑ͕ԕ͍ɻपลྖҬΛண࣮ ʹຒΊ͍͖͍ͯͨ σʔλ Ձ
લऴྃ ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠