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ヌーラボが取り組む RevOpsのこれまでとこれから
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株式会社ヌーラボ
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July 15, 2025
Technology
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ヌーラボが取り組む RevOpsのこれまでとこれから
株式会社ヌーラボ
PRO
July 15, 2025
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Transcript
Copyright Nulab Inc. All Rights Reserved. ψʔϥϘ͕औΓΉ RevOpsͷ͜Ε·Ͱͱ͜Ε͔Β 20257݄10 גࣜձࣾψʔϥϘ
RevOps෦ ՏɹҰ߂ #p_UG x #JP_Stripes
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. Տ Ұ߂ Kazuhiro Kawachi גࣜձࣾψʔϥϘ RevOps෦ ෦ ԬࢁݝԬࢁࢢࡏॅɻ SIerͰͷडୗ։ൃۀվળਪਐΛܦͯɺ 2021ʹψʔϥϘʹೖࣾɻ σʔλϚωδϝϯτɾۀϋοΫνʔϜͰͷ։ൃ ϚωδϝϯτΛ୲ͨ͠ͷͪɺ 202410݄͔ΒRevOps෦Ϛωʔδϟʔ झຯࣸਅࡱӨɺϕʔεԋɺখઆࣥච X: @tamagawaconan
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved.
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. Agenda 1. RevOpsΛΔͨΊͷऔΓΈ 2. σʔλج൫ͷڧԽ - SnowflakeͱTROCCO 3. σʔλΠϯαΠτͷఏڙͱޮՌ 4. Stripe׆༻ʹ͚ͯ 5. ͜Ε͔ΒͷऔΓΈ / ·ͱΊ
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. 202410݄ɺRevOps෦͕ൃ Ϛʔέ ηʔϧε CS ίϛϡχςΟ Ϛʔέ RevOps Ϗδωε άϩʔε෦ σʔλ ج൫ MOps SalesOps ൢച ཧ Ϗδωεάϩʔε෦ RevOps෦ • Ϩϕχϡʔ৫͔Βಠཱͨ͠৫ • σʔλج൫ɺxOpsɺൢചཧΛ౷߹ CRO CRO WebαΠτ ΧελϚʔ αϙʔτ ࣄۀใ
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. RevOpsΛΔ - ಡॻձ • ʮRevOpsͷڭՊॻʯΛνʔϜͰྠಡ • ײɾٙͷڞ༗ͱσΟεΧογϣϯ • ஶऀͷ্ΤϦΧ͞ΜΛ͓ট͖ͯ͠ͷ࣭ձΛ։࠵ 👈 CacooͰײΛڞ༗
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. RevOpsΛΔ - GTMઓུϫʔΫγϣοϓ • GTMઓུΛࡦఆ͢Δ ϫʔΫγϣοϓΛ։࠵ • ࣮ࡍͷձࣾͷࣄྫΛݩʹݕ౼ • ਓࣄͱڠྗͯ͠اը • ΤϯδχΞଟࢀՃ ʲϫʔΫγϣοϓͷͶΒ͍ʳ αʔϏεϓϩμΫτΛઓུతʹࣾձʹಧ͚ΔͨΊ ͷશମߏɾ؊Λߟ͑ͳ͕Βಇ͘͜ͱ͕Ͱ͖Δɻ ϚʔέοτͷมԽɾސ٬ظʹ߹ΘͤͯɺࣗΒԿΛ ม͑Δ͖͔Λߟ͑ɺదԠ͢Δྗ্͕͢Δɻ
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. σʔλج൫ͷڧԽ - Snowflakeಋೖ େ༰ྔσʔλͷੳ͕Մೳʹ • MAU / DAU ͷੳ • ϓϩμΫτར༻ঢ়گͷੳ σʔλੳͷຽओԽ • ݱͰͷηϧϑੳ • σʔλϚεΩϯά͞Εͨڥ • ࠓޙ͑ΔਓΛ૿͍ͨ͠
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. TROCCOϢʔεέʔε ETL ɾలࣔձϦʔυऔΓࠐΈ ɾBacklogಋೖࢧԉͷܖεϖʔεใ Reverse ETL ɾSalesforceͷܖใ࿈ܞ ɾBacklog ΫϥγοΫϓϥϯҠߦঢ়گूܭ
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. σʔλج൫ͱCRM / MAπʔϧͷ࿈ܞ • ϦʔυใͱܖऀใΛ࿈ܞ ◦ SalesforceɿϦʔυใ ◦ σʔλج൫ɿτϥΠΞϧҎ߱ͷܖσʔλ • TROCCOͷAthenaίωΫλ ◦ Amazon S3ʹ֨ೲ͞ΕͨܖσʔλΛSalesforceʹసૹ
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. ܦӦϝϯόʔσʔλΠϯαΠτఏڙ ຖ݄ͷܦӦձٞͰɺܦӦσʔλʹؔ͢ΔΠϯαΠτΛใࠂ • ͜Ε·Ͱച্ܖ݅Λใࠂ͍͕ͯͨ͠ɺԹ͕ࠩ͋ͬͨ • RevOps෦ൃޙɺʮσʔλ͔Βͷؾ͖ͮʯΛใࠂ͢ΔΑ͏ʹ • σʔλͷఏ͕ࣔϑοΫͱͳΓɺ͕ٞ׆ൃʹ • ຊ͔ΒϑΥʔΩϟετΛՃ͠ɺண༧Λຖճใࠂ ◦ ແྉτϥΠΞϧɺաڈͷίϯόʔδϣϯϨʔτɺࠂએඅͳͲΛݩʹ༧ଌ • ண༧͕ݟ͑Δ͜ͱͰɺ͞Βʹ౿ΈࠐΜͩσΟεΧογϣϯ͕ߦΘΕΔΑ͏ʹ ◦ ܦӦձٞͷ͕࣌ؒ͘ͳͬͯେมʹͳΓ·͕ͨ͠…
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. Stripe׆༻ʹ͚ͯ αʔϏεਃࠐड Χʔυใऔಘ 12 ܾࡁ αϒεΫϦϓ γϣϯ ߋ৽ظݶ౸དྷ ܾࡁ ޭ αϒεΫϦϓ γϣϯߋ৽ ࣦഊ αʔϏεఀࢭ ՝ ऩӹΛݟӽͨ͠StripeμογϡϘʔυͷ༗ޮ׆༻ ྫʣܾࡁࣦഊͷཁҼੳΛͱʹϢʔβʔͷҙשىΛߦ͍ɺ νϟʔϯͷݮࣄͷݮʹܨ͛Δ • ψʔϥϘͰैདྷΑΓαʔϏεར༻ྉۚͷΧʔυܾࡁʹStripe PaymentsΛར༻͖ͯͨ͠ νϟʔϯ ߹ͤ͋Γ ߹ͤͳ͠ Χʔυใ ߋ৽
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. KPI Tree Tracking KPIπϦʔͷμογϡϘʔυԽΛ࣮ߦத • ച্ʢτοϓϥΠϯʣͷঢ়گѲ ◦ PlanͱActualͷΪϟοϓ ◦ ؒΰʔϧʹ͚ͯͷਐḿͱϑΥʔΩϟετ ◦ ϚωδϝϯτͷϨϙʔςΟϯά • Ϩϕχϡʔ෦ͷ׆ಈঢ়گՄࢹԽ ◦ ֤νʔϜͷPlan ͱ Actual ͷΪϟοϓ ◦ ΪϟοϓͷཁҼੳͱΞΫγϣϯ • φϨοδͷੵ ◦ ࢪࡦͷঢ়گ݁ՌΛՄࢹԽ͠ࠓޙͷࢀߟʹ ◦ ૣظͷमਖ਼அΛՄೳʹ͢Δ
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. ϚʔέςΟϯάσʔλ ஊσʔλ DWH RevOpsμογϡϘʔυ ɾKPI Tracking ɾForecast ϓϩμΫτσʔλ ܾࡁج൫ ETL Reverse ETL ܖσʔλɾൢചσʔλ ɾΧʔυܾࡁ ɾۜߦৼࠐ ɾར༻ঢ়گ ɾϢʔβʔใ কདྷΠϝʔδ
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. ؒͷ·ͱΊ औΓΜͰ͖ͨ͜ͱ • RevOpsΛΔ͜ͱ • ج൫උ ◦ Snowflake / Tableau ͳͲͷ σʔλج൫ڧԽ ◦ σʔλج൫ͱCRM / MAπʔϧ ͷσʔλ࿈ܞ • ΠϯαΠτఏڙ ͜Ε͔ΒऔΓΉ͜ͱ • σʔλ׆༻͍͢͠ڥΛ࡞Γɺ ৫ͷΞδϦςΟΛ্͛Δ • Ϩϕχϡʔ৫ͷࢪࡦঢ়گΛ ՄࢹԽ͠ɺϑΟʔυόοΫΛճ͢ • ऩӹʹ͑ΒΕΔγεςϜ ৫ͮ͘Γ
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved. ֶΜͩ͜ͱ • ༐ؾΛ࣋ͬͯϑΝΫτΛ͑Δ ◦ RevOpsνʔϜࣾͰҰ൪ૣ͘ࣈΛΔଘࡏ ◦ φϏήʔλʔϨʔμʔ࢜Έ͍ͨͳͷ ◦ ωΨςΟϒͳͷ΄Ͳେࣄ • ඞཁͳͷΛૉૣ͘ఏڙ͢Δ ◦ ࠷దͳਫ਼ΛݟۃΊΔʢࡒձܭorཧձܭʣ ◦ νʔϜϫʔΫ͍ͩ͡ʢϨϕχϡʔνʔϜͱRevOpsνʔϜͷ߹ಉPRJͳͲʣ • ଞࣾͷऔΓΈΓ͍ͨ ◦ ؾΛ͚ͭͳ͍ͱࣗࣾͷৗ͚ࣝͩʹनΘΕ͕ͪ ◦ RevOpsʹऔΓΜͰ͍Δଞࣾ͞Μͷ͓ฉ͍ͯΈ͍ͨ
Copyright Nulab Inc. All Rights Reserved. Copyright Nulab Inc. All
Rights Reserved.
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Rights Reserved. ࢀՃਃ͠ࠐΈडத
Copyright Nulab Inc. All Rights Reserved. END