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開発生産性、上から見るか 下から見るか / development productivity and cognitive science

sugamasao
September 28, 2023

開発生産性、上から見るか 下から見るか / development productivity and cognitive science

Another works社が主催した
Developers Meetup 急成長ベンチャーが向き合う「開発生産性」
というイベントでの登壇資料です
https://anotherworks.connpass.com/event/294517/

SmartHR基本機能というプロダクトにおいて取り組んできたことを認知科学の観点から見てみる、というお話でした。

sugamasao

September 28, 2023
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Transcript

  1. CONFIDENTIAL
    ։ൃੜ࢈ੑɺ্͔ΒݟΔ͔
    Լ͔ΒݟΔ͔
    5IV%FWFMPQFST.FFUVQٸ੒௕ϕϯνϟʔ͕޲͖߹͏ʮ։ൃੜ࢈ੑʯ
    ͕͢ΘΒ·͞ͷΓ
    4NBSU)3ϓϩμΫτΤϯδχΞάϧʔϓϚωʔδϟʔ

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  2. CONFIDENTIAL
    ͕͢ΘΒ ·͞ͷΓ(@sugamasao)
    גࣜձࣾSmartHR SmartHRجຊػೳͷϚωʔδϟʔ
    2020೥5݄ೖࣾɺSmartHRجຊػೳͷόοΫΤϯυΛ୲౰
    2021೥7݄͔ΒϓϨΠϯάϚωʔδϟʔΛܦͯɺ
    2022೥10݄ΑΓݱ৬
    झຯ͸XͰࣲݘͷΞΧ΢ϯτΛோΊΔ͜ͱ
    ࣗݾ঺հ

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  3. CONFIDENTIAL
    ˞ڞஶɾ୯ஶؚΉ
    BNB[POஶऀηϯτϥϧΑΓҾ༻
    झຯͰॻ੶ͷࣥචΛগʑ

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  4. CONFIDENTIAL
    IUUQTTQFBLFSEFDLDPNTVHBNBTBPTNBSUIS
    IUUQTTQFBLFSEFDLDPNTVHBNBTBPRVBOUJUBUJWFWJFXPGEFWFMPQNFOU
    աڈʹొஃͨ͠ࣅͨςʔϚ👇

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  5. CONFIDENTIAL
    લఏͷڞ༗

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  6. CONFIDENTIAL
    ओʹ͜ͷϓϩμΫτͷ࿩Λ͠·͢
    4NBSU)3࠷ॳͷϓϩμΫτ
    ϞϊϦγοΫϓϦέʔγϣϯ
    νʔϜͰͷ։ൃ -F44

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  7. ೥👉νʔϜ
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

    View Slide

  8. CONFIDENTIAL
    ೥👉νʔϜ
    ೥👉νʔϜ
    SmartHRجຊػೳͷਓ਺૿Ճ

    View Slide

  9. CONFIDENTIAL
    ೥👉νʔϜ
    ೥👉νʔϜ
    ೥👉νʔϜ
    SmartHRجຊػೳͷਓ਺૿Ճ

    View Slide

  10. CONFIDENTIAL
    ೥👉νʔϜ
    ೥👉νʔϜ
    ೥👉νʔϜ
    ೥👉νʔϜ
    SmartHRجຊػೳͷਓ਺૿Ճ

    View Slide

  11. CONFIDENTIAL
    ೥👉νʔϜ
    ೥👉νʔϜ
    ೥👉νʔϜ
    ೥👉νʔϜ
    SmartHRجຊػೳͷਓ਺૿Ճ
    4DSVNΛ֦ுͨ͠-F44ʹΑΓ
    ͳΜͱ͔͏·͘΍Ε͍ͯΔ😤

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  12. ΍ΕΔ͜ͱˢˢ😀
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

    View Slide

  13. ΍ΕΔ͜ͱˢˢ😀
    ΍Γʹ͍͘͜ͱˢˢ😭
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

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  14. ΍Γʹ͍͘͜ͱ͕͜ΕҎ্
    ૿͍͑ͯ͘ͱϠόͦ͏🤔
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

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  15. ͨͱ͑͹ʁ
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

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  16. ɾνʔϜΛԣஅͨ͠ίϛϡχέʔγϣ
    ϯίετ͕ߴ͘ײͯ͡͠·͏
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

    View Slide

  17. ɾػೳɺίʔυ͕૿͑ͯҰਓͷਓ͕ؒ
    ѻ͑ΔݶքΛ௒͑Δ
    ɾίʔυΛमਖ਼ͨ͠ͱ͖ͷӨڹൣғ
    Λௐ΂Δ͜ͱ͕େม
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

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  18. ͜ͷΑ͏ͳঢ়گͰɺ
    ࢲ͸ɺզʑ͸ڣͿͷͰ͢
    ʮೝ஌ෛՙ͕ߴ͍ʯͱ
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

    View Slide

  19. ͲͲͲͲͲʔ͢Μͷʁʁ
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

    View Slide

  20. ʮೝ஌ෛՙ͕ߴ͍ʯΛղܾ
    ͢ΔͨΊʹ͍͔࣮ͭ͘ફ͠
    ͖ͯͨऔΓ૊ΈΛ঺հͯ͠
    ͍͖·͢
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

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  21. ͜ΕΒͷऔΓ૊ΈΛೝ஌Պֶ
    ͷ؍఺͔Β੔ཧ͓ͯ͠఻͑͢
    Δ͜ͱ͕ࠓ೔ͷ໨తͰ͢💪
    CONFIDENTIAL
    SmartHRجຊػೳͷਓ਺૿Ճ

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  22. ؓ࿩ٳ୊

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  23. ͦ΋ͦ΋ଠ࿠
    CONFIDENTIAL

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  24. ೝ஌ෛՙJT
    CONFIDENTIAL

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  25. ೝ஌ՊֶͰఏҊ
    ͞Ε͖ͯͨϞσϧͷ
    ͳ͔ͷҰͭͷ࿩
    CONFIDENTIAL
    ˞XJLJQFEJBௐ΂

    IUUQTKBXJLJQFEJBPSHXJLJ&"'&#$&"%&#&#&"&"&""

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  26. ೝ஌ෛՙͷ࿩
    ͷલʹ
    CONFIDENTIAL

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  27. ʮೝ஌ෛՙʯ͸৺ཧֶʹ͓͚
    ΔهԱͷ෼ྨʹ͓͍ͯɺಛఆ
    ͷछྨͷʮهԱʯʹର͢Δ
    ʮෛՙʯΛදݱͨ͠΋ͷ
    CONFIDENTIAL

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  28. ɾ௕ظهԱ
    ɾ୹ظهԱ
    ɾϫʔΩϯάϝϞϦ
    CONFIDENTIAL
    ৺ཧֶʹ͓͚ΔʮهԱʯͷछྨ

    View Slide

  29. ɾ௕ظهԱ
    ɾ୹ظهԱ
    ɾϫʔΩϯάϝϞϦ
    CONFIDENTIAL
    ೝ஌ෛՙJT͜͜ͷෛՙ
    ৺ཧֶʹ͓͚ΔʮهԱʯͷछྨ

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  30. CONFIDENTIAL
    ௕ظهԱ
    ৺ཧֶʹ͓͚ΔʮهԱʯͷछྨ

    View Slide

  31. ͍ΘΏΔ)%% 44%

    ׳Ε਌͠Μͩϓϩάϥϛϯά
    ݴޠͷ༧໿ޠ΍ߏจͷΑ͏ͳ
    ʻཧղʼ͍ͬͯΔࣄฑ
    CONFIDENTIAL
    ৺ཧֶʹ͓͚ΔʮهԱʯͷछྨ

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  32. CONFIDENTIAL
    ୹ظهԱ
    ৺ཧֶʹ͓͚ΔʮهԱʯͷछྨ

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  33. ͍ΘΏΔϝϞϦ
    ݟͨॠؒʹهԱͨ͠΋ͷ
    ίʔυϦʔσΟϯάதʹ໨ʹ͠
    ͍ͯΔϝιου໊ͳͲ
    CONFIDENTIAL
    ৺ཧֶʹ͓͚ΔʮهԱʯͷछྨ

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  34. CONFIDENTIAL
    ϫʔΩϯάϝϞϦ
    ৺ཧֶʹ͓͚ΔʮهԱʯͷछྨ

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  35. ͜ΕΒΛ࢖ͬͯ೴͕
    ʮॲཧʯ͍ͯ͠Δؒ
    ʹ͍֮͑ͯΔ΋ͷ
    CONFIDENTIAL
    ৺ཧֶʹ͓͚ΔʮهԱʯͷछྨ

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  36. ίʔυϦʔσΟϯάதʹɺಛ
    ఆͷม਺ʹͲ͏͍͏஋͕ೖͬ
    ͍ͯΔ͔ߟ͍͑ͯΔ΋ͷͳͲ
    CONFIDENTIAL
    ৺ཧֶʹ͓͚ΔʮهԱʯͷछྨ

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  37. CONFIDENTIAL
    ͜͜Ͱಥવͷએ఻

    View Slide

  38. CONFIDENTIAL
    IUUQTXXXTIVXBTZTUFNDPKQCPPLIUNM
    ख़࿅ͨ͠ϓϩάϥϚʔͱ
    ͦ͏Ͱ͸ͳ͍ϓϩάϥϚʔͰ
    ͲͷΑ͏ͳҧ͍͕͋Δͷ͔
    ͲͷΑ͏ʹֶश͢Δͱྑ͍͔ʁ
    ೝ஌ՊֶΛݩʹղઆ͞Ε͍ͯΔຊ
    ΊͪΌΦεεϝ

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  39. ɾ௕ظهԱ
    ɾ୹ظهԱ
    ɾϫʔΩϯάϝϞϦ
    CONFIDENTIAL
    ೝ஌ෛՙJT͜͜ͷෛՙ
    ࠶ܝ

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  40. CONFIDENTIAL
    ೝ஌ෛՙ

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  41. δϣϯɾε΢Σϥʔࢯͷೝ஌ෛՙཧ࿦ʹΑͬͯड़΂ΒΕ
    ͨ΋ͷ
    ֶश࣌ʹϫʔΩϯάϝϞϦ΁ͷෛՙ͕ߴ͗͢ΔͱޮՌత
    ͳֶश͕Ͱ͖ͳ͍
    ˣ
    ֶशʹదͨ͠ෛՙɺݮΒͨ͠΄͏͕ྑ͍ෛՙΛ෼ྨͨ͠
    CONFIDENTIAL
    ೝ஌ෛՙ

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  42. ɾ՝୊಺ࡏੑෛՙ
    ɾ՝୊֎ࡏੑෛՙ
    ɾֶशؔ࿈ෛՙ
    CONFIDENTIAL
    ೝ஌ෛՙ

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  43. ɾ՝୊಺ࡏੑෛՙ
    औΓ૊ΉλεΫࣗମͷ೉͠͞
    ͜ΕࣗମΛݮΒ͢͜ͱ͸Ͱ͖ͳ͍͕ɺ՝୊Λ
    ෼ׂͯ͠ѻ͍΍ͨ͘͢͠Γ͸Ͱ͖Δ
    ྫɿυϝΠϯ஌͕ࣝඇৗʹٻΊΒΕΔ΋ͷ
    CONFIDENTIAL
    ೝ஌ෛՙ

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  44. ɾ՝୊֎ࡏੑෛՙ
    λεΫͷ֎෦ཁҼʹΑΔ೉͠͞
    ಡΈख΍शख़౓ʹΑͬͯมΘͬͯ͘Δ೉͠͞΍खॱ͕ෳࡶͳ
    ΋ͷ
    ྫɿ3VCZͷॻ͖ํʹ׳Εͯͳͯ͘ಡΉͷ͕େม
    ྫɿίϝϯτ͕௠෗Խ͍ͯ͠Δɺίʔυͷॻ͖ํ͕ἧ͍ͬͯ
    ͳ͍ɺͳͲ
    CONFIDENTIAL
    ೝ஌ෛՙ

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  45. ɾֶशؔ࿈ෛՙ
    λεΫΛ਱ߦ͢Δ্Ͱඞཁͳෛՙ
    ͜ͷෛՙ͕ߴ͍ঢ়ଶʹ͢Δ͜ͱ͕๬·
    ͍͠
    CONFIDENTIAL
    ೝ஌ෛՙ

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  46. ɾ՝୊಺ࡏੑෛՙ
    ɾ՝୊֎ࡏੑෛՙ
    ɾֶशؔ࿈ෛՙ
    CONFIDENTIAL
    ѻ͍΍͘͢Ͱ͖ΔΑ͏ʹ
    ͍͔ͪͯ͘͞Θ͍͍ঢ়ଶʹ͍ͯ͘͠
    ೝ஌ෛՙ

    View Slide

  47. ɾ՝୊಺ࡏੑෛՙ
    ɾ՝୊֎ࡏੑෛՙ
    ɾֶशؔ࿈ෛՙ
    CONFIDENTIAL
    ۃྗখ͍͞ঢ়ଶΛҡ࣋͢Δ
    ೝ஌ෛՙ

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  48. ɾ՝୊಺ࡏੑෛՙ
    ɾ՝୊֎ࡏੑෛՙ
    ɾֶशؔ࿈ෛՙ
    CONFIDENTIAL
    ͕͜͜ߴ͍ঢ়ଶΛҡ࣋Ͱ͖ΔΑ͏
    ଞͭͷෛՙΛݮΒ͢
    ೝ஌ෛՙ

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  49. ͜͜·ͰʮهԱͷछྨʯʮೝ஌ෛՙʯ
    ʹֶ͍ͭͯͼ·ͨ͠
    ͜ΕΒͷ஌ࣝͰϓϩμΫτʹର͢Δ
    վળ׆ಈΛମܥԽͰ͖ͳ͍ͩΖ͏͔ʁ
    CONFIDENTIAL
    ೝ஌ෛՙ

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  50. ͏͓͓
    ೝ஌ෛՙ
    ݮΒ͍ͨ͠

    View Slide

  51. CONFIDENTIAL
    ͲͷΑ͏ʹ
    Ξϓϩʔν͢Δ͔🤔

    View Slide

  52. ɾ՝୊಺ࡏੑෛՙ
    ɾ՝୊֎ࡏੑෛՙ
    ɾֶशؔ࿈ෛՙ
    CONFIDENTIAL

    View Slide

  53. Ұྫͱͯ͠ɺաڈʹऔΓ૊Μͩࢪࡦ͕
    ೝ஌ෛՙରࡦͷԿʹ֘౰͢Δ͔ৼΓฦ
    Γͳ͕Β঺հ͍͖ͯ͠·͢
    CONFIDENTIAL

    View Slide

  54. CONFIDENTIAL
    ϘτϜΞοϓͰͷ
    Ξϓϩʔνྫ

    View Slide

  55. CONFIDENTIAL
    IUUQTUFDITNBSUISKQFOUSZ
    ͸ͯͳࣾͰͷऔΓ૊ΈΛࢀߟʹࣗνʔϜ΁औΓೖΕͨ׆ಈ

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  56. ɾࣗνʔϜҎ֎ͷ13ΛݟΔ
    ɾؾʹͳΔίʔυΛϦϑΝΫλϦϯ
    ά͢Δʢ૬ஊ͢Δʣ
    ɾςοΫͳࡶஊΛ͢Δ
    CONFIDENTIAL

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  57. ɾࣗνʔϜҎ֎ͷ13ΛݟΔ
    ɾؾʹͳΔίʔυΛϦϑΝΫλϦϯ
    ά͢Δʢ૬ஊ͢Δʣ
    ɾςοΫͳࡶஊΛ͢Δ
    CONFIDENTIAL

    View Slide

  58. ʮࣗνʔϜҎ֎ͷ13ΛݟΔʯ
    ɾίʔυͱ৮Ε߹͏࣌ؒΛ૿΍͢͜ͱͰ௕ظ
    هԱʹཹ·ΔػձΛ૿΍͢
    ɹɹɹɹɹɹɹɹˣ
    ɾॳݟͷίʔυ΍ॻ͖ํͳͲΛཧղ͍ͯ͘͠
    ͜ͱͰ՝୊֎ࡏੑෛՙΛԼ͛Δ
    CONFIDENTIAL

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  59. ɾࣗνʔϜҎ֎ͷ13ΛݟΔ
    ɾؾʹͳΔίʔυΛϦϑΝΫλϦϯ
    ά͢Δʢ૬ஊ͢Δʣ
    ɾςοΫͳࡶஊΛ͢Δ
    CONFIDENTIAL

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  60. ʮؾʹͳΔίʔυΛϦϑΝΫλϦϯά͢Δʢ૬ஊ͢Δʣʯ
    ɾϦϑΝΫλϦϯάҊΛग़͠߹͏͜ͱͰίʔυͷύλʔϯΛཧղͯ͠
    ͍͖௕ظهԱʹཹ·Γ΍͘͢͢Δ
    ɾ࣮ࡍʹϦϑΝΫλϦϯά͢Δ͜ͱͰෆἧ͍ͳίʔυ΍ਂ͍ωετͷ
    ղফɺม਺ͷѻ͍ํΛมߋ͍ͯ͘͜͠ͱͰ୹ظهԱͷফඅΛԼ͛Δ
    ɹɹɹɹɹɹɹɹˣ
    ɾγϯϓϧͳίʔυΛอͭ͜ͱͰ՝୊֎ࡏੑෛՙΛԼ͛ΔʢϦϑΝΫ
    λϦϯάͷ಺༰ʹΑͬͯ͸՝୊಺ࡏੑෛՙʹ΋͔͔ͬͯ͘Δ΍΋ʣ
    CONFIDENTIAL

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  61. ɾࣗνʔϜҎ֎ͷ13ΛݟΔ
    ɾؾʹͳΔίʔυΛϦϑΝΫλϦϯ
    ά͢Δʢ૬ஊ͢Δʣ
    ɾςοΫͳࡶஊΛ͢Δ
    CONFIDENTIAL

    View Slide

  62. ʮςοΫͳࡶஊΛ͢Δʯ
    😅
    ࿩͍ͯ͠Ε͹௕ظهԱʹྑ͍Өڹ
    ͕ʜʜʢͤ΍Ζ͔ʣ
    CONFIDENTIAL

    View Slide

  63. യવͱʮྑ͍ͱࢥ͏ߦ͍ʯΛਪਐͯ͠
    ͍͚ͨͲɺೝ஌Պֶͷ؍఺͔ΒݟΔͱ
    ΑΓ໨తΛιϦουʹͰ͖Δ͔΋͠
    Ε·ͤΜͶ👀
    CONFIDENTIAL

    View Slide

  64. CONFIDENTIAL
    τοϓμ΢ϯ
    ͰͷΞϓϩʔνྫ

    View Slide

  65. ɾ՝୊಺ࡏੑෛՙ
    ɾ՝୊֎ࡏੑෛՙ
    ɾֶशؔ࿈ෛՙ
    CONFIDENTIAL

    View Slide

  66. ՝୊಺ࡏੑෛՙ
    ຊ࣭తͳ೉͠͞Λѻ͍΍ཻ͍͢౓ʹ͠
    ͍ͯͨ͘Ίʹ͸ɺ૬Ԡͷίετ͕ඞ
    ཁʹͳΔέʔε΋͋Γͦ͏
    CONFIDENTIAL

    View Slide

  67. ͨͱ͑͹
    ɾ%#ϦϑΝΫλϦϯά
    ɾϦΞʔΩςΫςΟϯά
    ɾϞδϡϥʔϞϊϦεϚΠΫϩαʔ
    Ϗε
    CONFIDENTIAL

    View Slide

  68. ͜͏ͨ͠औΓ૊Έʹ͸Ұఆͷ౤ࢿ͕
    ඞཁʹͳΔͨΊɺ͋Δఔ౓τοϓμ΢
    ϯͰͷҙࢥܾఆ΋ඞཁʢ૊৫ن໛ʹ΋ΑΔʣ
    CONFIDENTIAL

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  69. 4NBSU)3Ͱ͸ಛఆͷػೳͷϦΞʔΩ
    ςΫςΟϯάʹΑΓɺߟྀࣄ߲Λݮ
    Β͠ɺ՝୊֎ࡏੑෛՙΛݮΒ͢औΓ
    ૊ΈͳͲΛ͍ͯ͠·͢
    CONFIDENTIAL

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  70. ೥ʹ࿩ͨ͠಺༰͕ঃʑʹ࣮Λ݁
    ΜͰ͍·͢
    CONFIDENTIAL

    View Slide

  71. ࠷ۙؾ͕͍ͭ
    ͨ͜ͱ

    View Slide

  72. CONFIDENTIAL
    'PVS,FZ.FUSJDT͸
    ՝୊֎ࡏੑෛՙͷࢦඪ
    ʜʜͬͯίτʂʁ
    ※ಠࣗղऍͰ͢

    View Slide

  73. CONFIDENTIAL
    ʮ-FBOͱ%FW0QTͷՊֶʯ
    IUUQTCPPLJNQSFTTDPKQCPPLT
    • σϓϩΠͷස౓ - ૊৫ʹΑΔਖ਼ৗͳຊ൪؀ڥ΁ͷϦϦʔεͷස౓


    • มߋͷϦʔυλΠϜ - commit ͔Βຊ൪؀ڥՔಇ·Ͱͷॴཁ࣌ؒ


    • มߋো֐཰ - σϓϩΠ͕ݪҼͰຊ൪؀ڥͰো֐͕ൃੜ͢Δׂ߹ʢ%ʣ


    • αʔϏε෮ݩ࣌ؒ - ૊৫͕ຊ൪؀ڥͰͷো֐͔Βճ෮͢Δͷʹ͔͔Δ࣌ؒ
    ※GoogleͷDORAͱ͍͏૊৫͕ௐࠪͨ͠ιϑτ΢ΣΞ։ൃνʔϜͷύϑΥʔϚϯεΛࣔ͢4ͭͷࢦඪ

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  74. CONFIDENTIAL
    • σϓϩΠ͕؆୯ʹɺ͙͢Ͱ͖Δ


    • ϨϏϡʔ΍Ϛʔδϓϩηε͕ૣ͍


    • ෆ۩߹Λى͜͠ʹ͍͘ίʔυϕʔεɺ
    γεςϜઃܭʹͳ͍ͬͯΔ


    • ো֐͕͋ͬͯ΋͙͢໭ͤΔ
    ݴ͍ํΛม͑Δͱɺ͜Μͳ;͏ʹදݱͰ͖Δ

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  75. CONFIDENTIAL
    • σϓϩΠ͕؆୯ʹɺ͙͢Ͱ͖Δ


    • ϨϏϡʔ΍Ϛʔδϓϩηε͕ૣ͍


    • ෆ۩߹Λى͜͠ʹ͍͘ίʔυϕʔεɺγεςϜઃܭʹͳ͍ͬͯΔ


    • ো֐͕͋ͬͯ΋͙͢໭ͤΔ
    ͜ΕΒ͕੔͍ͬͯͳ͍։ൃମ੍ͩͱ
    ίʔυΛॻ্͘ͰॏཁͳλεΫʹ
    ҆৺ͯ͠औΓֻ͔Εͳ͍😭

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  76. CONFIDENTIAL
    ͜ΕΒͷ՝୊Λݟ͚ͭΔʹ͸ʁ

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  77. CONFIDENTIAL
    ͜ΕΒͷ՝୊Λݟ͚ͭΔʹ͸ʁ
    ※7νʔϜͷ͏ͪɺͱ͋ΔνʔϜͷσʔλ
    ·͔ͩͬ͠Γͱͨ͠ӡ༻ʹ͸


    ࡌͤΒΕ͍ͯͳ͍͚ΕͲɺ


    গͣͭ͠νʔϜͰͷݟํΛ໛ࡧத
    'JOEZ5FBNͰϝτϦΫεΛऔΓ࢝Ίͨ

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  78. CONFIDENTIAL
    ͜ΕΒͷ՝୊Λݟ͚ͭΔʹ͸ʁ
    • νʔϜͷৼΓฦΓͰͲͷΑ͏ͳมಈ͕
    ͓͖͍ͯΔ͔ఆྔతʹݟΕΔ👀
    😀ϘτϜΞοϓͰͷ՝୊ൃݟɾվળࢧԉ

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  79. CONFIDENTIAL
    ͜ΕΒͷ՝୊Λݟ͚ͭΔʹ͸ʁ
    • ϓϩμΫτશମͱͯ͠ɺσϓϩΠͷ҆ఆ
    ੑ΍CI଎౓ͷվળͳͲͷ՝୊͕ݟ͑Δ👀
    😀τοϓμ΢ϯͰͷ՝୊ൃݟɾվળࢧԉ
    ※SmartHRجຊػೳ͸7νʔϜ͋ΔͨΊɺ૲ͷࠜతͳ׆ಈ
    ΑΓΨοͱಈ͔ͨ͠΄͏͕ਐΉͱ͍͏ಛੑ͕͋Γ·͢

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  80. ·ͱΊ

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  81. CONFIDENTIAL
    ·ͱΊ
    • ೝ஌Պֶͷ؍఺͔Β՝୊Λଊ͑Δͱɺ
    യવͱͨ͠ʮͭΒ͍ʯʹྠֲ͕ݟ͑ͯ
    ͘Δ


    • Four Key MetricsΛ͏·͔ͭ͘͏ͱɺ
    ʮͭΒ͍ʯΛఆྔతʹଊ͑ΒΕΔ

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    ·ͱΊ
    • ՝୊ͷྠֲΛ͏·͘ଊ͑Δ͜ͱͰղফ
    ͷํ๏ΛΑΓద੾ʹݕ౼Ͱ͖Δ


    • ՝୊ͷେ͖͞΍೉қ౓ɺظؒʹΑͬͯ
    ϘτϜΞοϓͱτοϓμ΢ϯͷ࢖͍෼
    ͚Λ͢Δͱྑ͍

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  83. ࣗ෼ͷײ֮ͱ͍ͯ࣋ͬͯ͠Δʮͬͪ͜ͷํ͕ྑ
    ͍ΑͶʯΛՊֶతʹଊ͑ͯվળ͍͚ͯ͠Δ஥ؒ
    ΛେืूதͰ͢ʂʂ̍
    CONFIDENTIAL
    8FBSFIJSJOH
    IUUQTTNBSUISDPKQSFDSVJU

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  84. CONFIDENTIAL
    8FBSFIJSJOH
    ɾϓϩμΫτνʔϜͷ੹೚ऀ͕ޠΔl͕͜͜·ͩ·ͩʂ4NBSU)3z
    ɾ݄೔ Ր
    ΦϯϥΠϯ഑৴
    ɾIUUQTTNBSUISDPOOQBTTDPNFWFOU

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