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RC2026 LT: メイキング・オブ・ask toitta
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Hiroyasu Yoneyama
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March 13, 2026
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RC2026 LT: メイキング・オブ・ask toitta
Hiroyasu Yoneyama
PRO
March 13, 2026
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Transcript
メイキング ・ オブ ask toitta Ϧαʔν×AIΤʔδΣϯτ։ൃͷϦΞϧ גࣜձࣾͯͳ ถࢁ߂ګ / @yone-yama_0312
AIΛ׆༻ͨ͠ΠϯλϏϡʔੳSaaS ΠϯλϏϡʔେ͖ϓϩμΫτϚωʔδϟʔ ਓؒத৺ઃܭʢHCDʣೝఆઐՈ झຯϕʔεͱҭࣇ ถ ࢁ ߂ ګ @yone_yama0312 Hiroyasu
Yoneyama τ Π ο λ גࣜձࣾͯͳ ίϯςϯπຊ෦ ෭ຊ෦ ެ։ใͳͲ: AI࣌ɺϓϩμΫτϚωʔδϟʔͷثҰ࣍ใͩ──ͯͳถࢁࢯͷఆੑσʔλΣΞ ϋε |ProductZine Ϧαʔνʹ1िؒ͏ཁΒͳ͍ʂ ݩӦۀͷϓϩμΫτϚωʔδϟʔ͕ࣗͷࠔΓ͝ͱ͔Β ࡞Γ্͛ͨɺͯͳʮtoittaʯʗHCD-Net௨৴ #40 | Web୲ऀForum Copyright © Hatena Co., Ltd. https://speakerdeck.com/hynym
ࠃ࢈SaaS UXϦαʔνͷ ͨΊʹ࡞ΒΕͨ (with AI) AIと共創する 新しい ユーザーリサーチの形 AIΛ׆༻ͨ͠ΠϯλϏϡʔੳSaaS Copyright
© Hatena Co., Ltd. ※αʔϏεαΠτʢhttps://ja.toitta.com) ΑΓൈਮ
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Copyright © Hatena Co., Ltd. લઓ Ͳ͏࡞ΔͷΛܾΊ͔ͨ
Copyright © Hatena Co., Ltd. େܕػೳͷ։ൃʹ͚ͯɺސ٬ͷۀϑϩʔΛཧͨ͠ʮϫʔΫϑϩʔϚοϓʯͱɺͦΕΛྨܕԽ ͨ͠ʮϫʔΫϑϩʔϞσϧʯΛ࡞ɻϑΥʔΧεϙΠϯτΛܾΊΔͱͨ͠ ϫʔΫϑϩʔϚοϓˍϞσϧ άϨʔ: ۀͷྲྀΕ
:ఔ͝ͱͷ՝ : ਂງΓ࣭ ঢ়گ → ߦಈ → ՝ → ݱࡏͷఏڙՁ ϫʔΫϑϩʔϞσϧ(N=xx) ϫʔΫϑϩʔϚοϓ(N=1 * xx)
Copyright © Hatena Co., Ltd. ՝͍ΦϒδΣΫτɺҼՌؔҹɻ ʮϦαʔν݁ՌΛҙࢥܾఆʹ׆͔͢·Ͱʯ͕ ਅͬ & εύήςΟঢ়
ൃݟͨ͠ਅͬͳ՝ۭؒʮҙࢥܾఆͷ׆༻ʯ 1.Ϧαʔνલ 2.࣮ࠪ 3.ൃݟ 4.׆༻
Copyright © Hatena Co., Ltd. ϫʔΫϑϩʔϚοϓΛಡΈ߹Θ্ͤͨͰɺ2ؒͷίϯςετܗࣜͰϓϩτλΠϓΛൃࢄɻͷ͢͝ ͍ͷΞΠσΞ͕ग़ͨ ʮҙࢥܾఆΛ10xʹʯ2ؒ߹॓
Copyright © Hatena Co., Ltd. ࠷ʮҙࢥܾఆΛ10xʯʹͨ͠ͷɺࣗવݴޠͰԾઆ → ൃΛࠜڌʹਅِճ͢ΔΤʔδΣϯτ ༏উ
Copyright © Hatena Co., Ltd. ޙઓ Ͳ͏࡞Δ͔ - Λ2ͭൈਮ
Copyright © Hatena Co., Ltd. ϑΝΫτAI͕పఈཧɻͦΕΛΠϯαΠτʮͨΒ͠ΊΔʯͷਓؒ ʢ...ͱ͍͏ະདྷͷํ͕ເ͕͋Δͱࢥͬͨʣ ʮΠϯαΠτ(ࣔࠦ/ಎ)ʯͰͳ͋͑ͯ͘ʮϑΝΠϯσΟϯά(ࠜڌ͋Δൃݟ)ʯʹͨ͠ ΠϯαΠτͰͳ͘ʮϑΝΠϯσΟϯάʯ •
ωʔϛϯά͚ͩͰͳ͘ΤʔδΣϯτͷॲཧʹ͜ͷࢥΛೖ • ʢͷͰճͷಥඈ͕͞ͳ͍ΘΓʹపఈతʹϑΝΫτϕʔεʣ ʮͻΒΊ͖ʯ·ͰAIʹҕͶΔະདྷʹՃ୲ͨ͘͠ͳ͍ • ૉࡐΛݟͭΊɺ;ͱཕ͕མͪΔ͋ͷॠؒɺ·ͩਓ͕ؒΓͨ͘ͳ͍Ͱ͔͢ʁ • จ຺ʹґଘ͠ɺҰճੑ͕ߴ͘ɺඈ༂͕؊Ͱ͋ΔҎ্Ӭଓతʹཧຊདྷࠔ
Copyright © Hatena Co., Ltd. ΤʔδΣϯτͷਫ਼ʹਖ਼ղͳ͘ɺ͓٬͞·ͷσʔλҰݟΒΕͳ͍ɻࣗͨͪͷσʔλͰ͍ͱਖ਼ղج४Λݴޠ Խ <-> ςετ ͷϑΟʔυόοΫϧʔϓΛͻͨ͢Βճͨ͠β
to ਖ਼ࣜԽͷ ਖ਼ղͳ͘ɺσʔλͷݶΒΕͨറΓϓϨΠΛےͰΓ͵͘ έʔεΛྨͯ͠ ॲཧ/ධՁج४ Λఆٛ Ϣʔεέʔε (͍ / ճ ) Λચ͏ νʔϜͰ ςετΛͿΜճ͢ N = 4ܻ࣌ؒͷσʔλ + AIʹΑΓੜͨ͠ՍۭαϯϓϧσʔλΛ ͻͨ͢Βࢹ👀 ͠ͳ͕Β... ج४ʹ࠶ ϑΟʔυόοΫ νʔϜ͚ͩͰճ͢ςετόΠΞε/ސ٬ࢹͱͷဃ͕ੜ·Ε͕ͪͰຊདྷආ͚͍ͨʂ …͕ɺ͜Ε·ͰͷϦαʔνͰੵΈ্͛Ͱɺސ٬ͱͷΪϟοϓগͳ͘Ͱ͖͍ͯΔͣʢͱ৴ͯ͡Δ͔͠ͳ͔ͬͨʣ
Copyright © Hatena Co., Ltd. 20261݄ ਖ਼ࣜϦϦʔε
Copyright © Hatena Co., Ltd. • ϒϩάXͰ͜Ε·Ͱʹͳ͍Ԡɻར༻ྔӈݞͰ৳ͼ͖ͯͯخ͍͠ • …͚ͩͰͳ͘ ڹ
PdM, Eng, Des, Sales, CS, Ϛʔέ … શһ͕ʑͷMTGதʹʮask͢Δʯৗ
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