The Challenge & How umoh Solved It
KGC had an engagedโbut scatteredโaudience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this yearโs growth target called for both higher-value repeat buyers and net-new prospects. Manual list building and generic blasts risked wasting budget on the wrong people.
Umoh stepped in with a two-pronged, data-driven approach:
Collect & Analyze โ We consolidated last-year registration logs, mapped purchase history, and surfaced a โloyal attendeeโ segment (โฅ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.
Personalzed Inbound Campaigns โ Using those insights, we built segmented email journeys that spoke directly to loyalistsโ interests (advanced workshops, alumni pricing), while nudging mid-funnel contacts with early-bird bundles.
Automated LinkedIn Outreach โ For net-new leads, Umohโs bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connectโmessageโfollow-up sequence.
Real-time Attribution โ Every saleโwhether email or LinkedIn sourcedโlooped back into the dashboard, letting marketing double-down on what converted fastest.
Key Outcomes
Result | Why it Matters | |
๐ธ Higher Sales ROI through Loyal Attendees | Loyal attendees spent 40 % more per purchase ( $534 vs. $382 ) | Focused targeting lifted revenue without expanding ad spend. |
๐ค Automated Lead Generation on LinkedIn | Outreach achieved a 50 % reply rate and ran 100 % hands-off | The team re-allocated hours from prospecting to speaker curation. |
๐ Faster Insight Loops | Unified data exposed real-time ticket velocity & segment heatmaps | Daily optimisation kept campaigns under budget yet ahead of goal. |
The Challenge & How umoh Solved It
KGC had an engagedโbut scatteredโaudience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this yearโs growth target called for both higher-value repeat buyers and net-new prospects. Manual list building and generic blasts risked wasting budget on the wrong people.
Umoh stepped in with a two-pronged, data-driven approach:
Collect & Analyze โ We consolidated last-year registration logs, mapped purchase history, and surfaced a โloyal attendeeโ segment (โฅ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.
Personalzed Inbound Campaigns โ Using those insights, we built segmented email journeys that spoke directly to loyalistsโ interests (advanced workshops, alumni pricing), while nudging mid-funnel contacts with early-bird bundles.
Automated LinkedIn Outreach โ For net-new leads, Umohโs bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connectโmessageโfollow-up sequence.
Real-time Attribution โ Every saleโwhether email or LinkedIn sourcedโlooped back into the dashboard, letting marketing double-down on what converted fastest.
Key Outcomes
Result | Why it Matters | |
๐ธ Higher Sales ROI through Loyal Attendees | Loyal attendees spent 40 % more per purchase ( $534 vs. $382 ) | Focused targeting lifted revenue without expanding ad spend. |
๐ค Automated Lead Generation on LinkedIn | Outreach achieved a 50 % reply rate and ran 100 % hands-off | The team re-allocated hours from prospecting to speaker curation. |
๐ Faster Insight Loops | Unified data exposed real-time ticket velocity & segment heatmaps | Daily optimisation kept campaigns under budget yet ahead of goal. |
The Challenge & How umoh Solved It
KGC had an engagedโbut scatteredโaudience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this yearโs growth target called for both higher-value repeat buyers and net-new prospects. Manual list building and generic blasts risked wasting budget on the wrong people.
Umoh stepped in with a two-pronged, data-driven approach:
Collect & Analyze โ We consolidated last-year registration logs, mapped purchase history, and surfaced a โloyal attendeeโ segment (โฅ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.
Personalzed Inbound Campaigns โ Using those insights, we built segmented email journeys that spoke directly to loyalistsโ interests (advanced workshops, alumni pricing), while nudging mid-funnel contacts with early-bird bundles.
Automated LinkedIn Outreach โ For net-new leads, Umohโs bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connectโmessageโfollow-up sequence.
Real-time Attribution โ Every saleโwhether email or LinkedIn sourcedโlooped back into the dashboard, letting marketing double-down on what converted fastest.
Key Outcomes
Result | Why it Matters | |
๐ธ Higher Sales ROI through Loyal Attendees | Loyal attendees spent 40 % more per purchase ( $534 vs. $382 ) | Focused targeting lifted revenue without expanding ad spend. |
๐ค Automated Lead Generation on LinkedIn | Outreach achieved a 50 % reply rate and ran 100 % hands-off | The team re-allocated hours from prospecting to speaker curation. |
๐ Faster Insight Loops | Unified data exposed real-time ticket velocity & segment heatmaps | Daily optimisation kept campaigns under budget yet ahead of goal. |

Umoh turned five years of scattered spreadsheets into a
single growth engineโloyal buyers came back bigger, and new
voices discovered KGC without us lifting a finger.โ
Umoh turned five years of scattered spreadsheets into a
single growth engineโloyal buyers came back bigger, and new
voices discovered KGC without us lifting a finger.โ
Umoh turned five years of scattered spreadsheets into a
single growth engineโloyal buyers came back bigger, and new
voices discovered KGC without us lifting a finger.โ

โ KGC Marketing Lead
ํ์ฌ ๊ฐ์
์ผ์ ๋ฐ ์ฅ์
5 โ 9 May 2025 ยท Cornell Tech, New York City (hybrid)
์ฃผ์ต์ฌ
์ฐธ๊ฐ์
Global community of data-/AI-driven engineers, researchers & executives
umoh ์ ๊ณต ์๋น์ค
Historical attendee-data analysis & insight reportInbound / Outbound ticket sales execution
์ฐ๋ฆฌ ํ์ฌ๋ ์ฑ๊ณต ์คํ ๋ฆฌ๋ก ๋ง๋ค ์ ์๋ ๊ธฐํ!
umoh๊ฐ ์ฌ๋ฌ๋ถ์ ํ์ฌ๋ฅผ ์ด๋ป๊ฒ ๋์๋๋ฆด ์ ์๋์ง ์์๋ณด์ธ์
์ง๊ธ ๋ฐ๋ก ์ฌ๋ฌ๋ถ๋ง์
์ด๋ฒคํธ, ์ปค๋ฎค๋ํฐ ํ์ด์ง๋ฅผ
๋ง๋ค์ด ๋ณด์ธ์!
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๋ํ์ : ์ ๋ฏผ์น
์ฌ์ ์๋ฑ๋ก๋ฒํธ : 736-81-02391ใ ฃํต์ ํ๋งค์ : 2024-์์ธ๊ด์ -0768
02-1600-4138
help@splab.dev
์์ธํน๋ณ์ ๊ฐ๋จ๊ตฌ ์ญ์ผ๋ก 175 ํ์คํ์ด S2 4์ธต
์ง๊ธ ๋ฐ๋ก ์ฌ๋ฌ๋ถ๋ง์
์ด๋ฒคํธ, ์ปค๋ฎค๋ํฐ ํ์ด์ง๋ฅผ
๋ง๋ค์ด ๋ณด์ธ์!
(์ฃผ) ์คํ๋ฉ
๋ํ์ : ์ ๋ฏผ์น
์ฌ์ ์๋ฑ๋ก๋ฒํธ : 736-81-02391ใ ฃํต์ ํ๋งค์ : 2024-์์ธ๊ด์ -0768
02-1600-4138
help@splab.dev
์์ธํน๋ณ์ ๊ฐ๋จ๊ตฌ ์ญ์ผ๋ก 175 ํ์คํ์ด S2 4์ธต
์ฐ๋ฆฌ ํ์ฌ๋ ์ฑ๊ณต ์คํ ๋ฆฌ๋ก ๋ง๋ค ์ ์๋ ๊ธฐํ!
umoh๊ฐ ์ฌ๋ฌ๋ถ์ ํ์ฌ๋ฅผ ์ด๋ป๊ฒ ๋์๋๋ฆด ์ ์๋์ง ์์๋ณด์ธ์
์ง๊ธ ๋ฐ๋ก ์ฌ๋ฌ๋ถ๋ง์
์ด๋ฒคํธ, ์ปค๋ฎค๋ํฐ ํ์ด์ง๋ฅผ
๋ง๋ค์ด ๋ณด์ธ์!
(์ฃผ) ์คํ๋ฉ
๋ํ์ : ์ ๋ฏผ์น
์ฌ์ ์๋ฑ๋ก๋ฒํธ : 736-81-02391ใ ฃํต์ ํ๋งค์ : 2024-์์ธ๊ด์ -0768
02-1600-4138
help@splab.dev
์์ธํน๋ณ์ ๊ฐ๋จ๊ตฌ ์ญ์ผ๋ก 175 ํ์คํ์ด S2 4์ธต
์ง๊ธ ๋ฐ๋ก ์ฌ๋ฌ๋ถ๋ง์
์ด๋ฒคํธ, ์ปค๋ฎค๋ํฐ ํ์ด์ง๋ฅผ
๋ง๋ค์ด ๋ณด์ธ์!
(์ฃผ) ์คํ๋ฉ
๋ํ์ : ์ ๋ฏผ์น
์ฌ์ ์๋ฑ๋ก๋ฒํธ : 736-81-02391ใ ฃํต์ ํ๋งค์ : 2024-์์ธ๊ด์ -0768
02-1600-4138
help@splab.dev
์์ธํน๋ณ์ ๊ฐ๋จ๊ตฌ ์ญ์ผ๋ก 175 ํ์คํ์ด S2 4์ธต
์ฐ๋ฆฌ ํ์ฌ๋ ์ฑ๊ณต ์คํ ๋ฆฌ๋ก ๋ง๋ค ์ ์๋ ๊ธฐํ!
umoh๊ฐ ์ฌ๋ฌ๋ถ์ ํ์ฌ๋ฅผ ์ด๋ป๊ฒ ๋์๋๋ฆด ์ ์๋์ง ์์๋ณด์ธ์