The Challenge & How umoh Solved It
KGC had an engaged—but scattered—audience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this year’s 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 – We consolidated last-year registration logs, mapped purchase history, and surfaced a “loyal attendee” segment (≥ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.
Personalzed Inbound Campaigns – Using those insights, we built segmented email journeys that spoke directly to loyalists’ interests (advanced workshops, alumni pricing), while nudging mid-funnel contacts with early-bird bundles.
Automated LinkedIn Outreach – For net-new leads, Umoh’s bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connect–message–follow-up sequence.
Real-time Attribution – Every sale—whether email or LinkedIn sourced—looped back into the dashboard, letting marketing double-down on what converted fastest.
Key Outcomes
Result | Why it Matters | |
💸 Higher Sales ROI through Loyal Attendees | Loyal attendees spent 40 % more per purchase ( $534 vs. $382 ) | Focused targeting lifted revenue without expanding ad spend. |
🤖 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. |
🔍 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 engaged—but scattered—audience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this year’s 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 – We consolidated last-year registration logs, mapped purchase history, and surfaced a “loyal attendee” segment (≥ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.
Personalzed Inbound Campaigns – Using those insights, we built segmented email journeys that spoke directly to loyalists’ interests (advanced workshops, alumni pricing), while nudging mid-funnel contacts with early-bird bundles.
Automated LinkedIn Outreach – For net-new leads, Umoh’s bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connect–message–follow-up sequence.
Real-time Attribution – Every sale—whether email or LinkedIn sourced—looped back into the dashboard, letting marketing double-down on what converted fastest.
Key Outcomes
Result | Why it Matters | |
💸 Higher Sales ROI through Loyal Attendees | Loyal attendees spent 40 % more per purchase ( $534 vs. $382 ) | Focused targeting lifted revenue without expanding ad spend. |
🤖 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. |
🔍 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 engaged—but scattered—audience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this year’s 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 – We consolidated last-year registration logs, mapped purchase history, and surfaced a “loyal attendee” segment (≥ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.
Personalzed Inbound Campaigns – Using those insights, we built segmented email journeys that spoke directly to loyalists’ interests (advanced workshops, alumni pricing), while nudging mid-funnel contacts with early-bird bundles.
Automated LinkedIn Outreach – For net-new leads, Umoh’s bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connect–message–follow-up sequence.
Real-time Attribution – Every sale—whether email or LinkedIn sourced—looped back into the dashboard, letting marketing double-down on what converted fastest.
Key Outcomes
Result | Why it Matters | |
💸 Higher Sales ROI through Loyal Attendees | Loyal attendees spent 40 % more per purchase ( $534 vs. $382 ) | Focused targeting lifted revenue without expanding ad spend. |
🤖 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. |
🔍 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 engine—loyal buyers came back bigger, and new
voices discovered KGC without us lifting a finger.”
umoh turned five years of scattered spreadsheets into a
single growth engine—loyal buyers came back bigger, and new
voices discovered KGC without us lifting a finger.”
umoh turned five years of scattered spreadsheets into a
single growth engine—loyal buyers came back bigger, and new
voices discovered KGC without us lifting a finger.”


— KGC Marketing Lead
Event Snapshot
Date & Venue
5 – 9 May 2025 · Cornell Tech, New York City (hybrid)
Organizer
Attendance
Global community of data-/AI-driven engineers, researchers & executives
umoh Service Scope
Historical attendee-data analysis & insight reportInbound / Outbound ticket sales execution


From strategy to check-in:
unlock end-to-end growth with umoh
Minimal change, maximum momentum.
From strategy to check-in:
unlock end-to-end growth with umoh
Minimal change, maximum momentum.
From strategy to check-in:
unlock end-to-end growth with umoh
Minimal change, maximum momentum.