APJ ORIGINALS · NEW SEASON

ADELINE KOH

ORIGINALS

Revenue Architect Player-Coach Leader AI-Enabled Operator

Sixteen years walking into complex, fast-moving Asia Pacific markets and building the system that turns regional ambition into measurable revenue — one part field marketing, one part partner strategy, one part AI-native operating model.

Portrait of Adeline Koh
Starring Adeline Koh

I've spent 16 years building and scaling marketing organizations across APJ for technology companies entering or expanding in the region — Automation Anywhere, Medallia, Dell, IBM. The common thread is taking a strong global product and building the regional engine — team, partners, and AI-enabled process — that turns it into compounding pipeline. At Automation Anywhere I took the region from 11% to 24% of global contribution in a year, built a partner-first model that became a global best practice, and I'm currently building out the AI-enabled marketing operating model.

APJ Originals

5 chapters · Season 2009 – Present
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● Special Feature

How I turned Claude into the APJ marketing team's most reliable teammate.

Five markets. One brand voice. No extra headcount. I bring the vision for AI to do the heavy lifting on production, so the team can spend its time on strategy, sales partnership, and the conversations that actually move pipeline.

STAGE 1
Brief
Claude drafts the campaign brief and persona-specific messaging straight from the Salesforce record.
STAGE 2
Localize
Figma-mapped workflow routes the draft through market-specific tone and compliance checks.
STAGE 3
Produce
Runway & CapCut AI turn approved copy into regional video and social assets at scale.
STAGE 4
Publish
Regional variants ship same-day instead of queuing behind a single production team.

The problem

Punching above our weight meant treating AI like our own ‘intern.’ A regional team of this size can't hand-craft a brief, a persona script, and a full set of market variants for every campaign, in every market, with the precision and speed the business needs. Content velocity was the bottleneck between strategy and revenue, not budget or headcount.

The system

I built an AI-enabled brief-to-publish workflow with Claude as the drafting engine — generating first-pass briefs and persona-specific scripting directly against our Salesforce data, so every asset started from the same source of truth instead of a blank page. Figma mapped the handoffs so a distributed team always knew what stage a piece of content was in and who owned the next step.

Why it's a GTM story, not just an AI story

The output wasn't "we use AI." It was more regional variants per sprint, shipped same-day, in a consistent brand voice — which is what actually lets a theatre GTM plan move at the speed the sales calendar demands. This is the model I'd bring to building AI-native GTM velocity for Cursor across APJ.

½ day → <1 hr
First-draft turnaround time, brief to persona script
80%+
Reduction in first-draft production time
8+
Markets served from one workflow, one source of truth
More regional variants shipped per sprint, same team size
The AI stack, end to end
Claude — brief & persona generation Figma — workflow mapping Runway — AI video CapCut AI — content at scale Salesforce — source of record

Cast & Crew

The stack behind every campaign
Lead AI Collaborator
Claude
Brief generation, persona scripting, first-draft copy against live CRM data.
Workflow Design
Figma
Visual process maps that keep an 8-market team aligned on ownership and handoffs.
AI Production
Runway · CapCut AI
Turns approved messaging into regional video and social content at scale.
Pipeline & CRM
Salesforce
Source of record for every campaign brief and account-level target.
Demand Gen
Marketo
Nurture automation across regional and global campaigns.
Executive Reporting
Tableau
Dashboards that turn funnel data into budget and boardroom decisions.
Intent & ABM
6sense
Account-level intent data feeding persona-driven targeting.
Attribution
HockeyStack
Dark-funnel attribution to defend and direct regional spend.

Other Workflows Created

Also streaming
Product Launch
E2E Global-to-Region Launch
End-to-end playbook taking a global product launch and localising it into a region-ready go-to-market motion.
Account-Based Marketing
Pre & Post Integrated ABM
Full-funnel ABM design spanning pre-engagement targeting through post-close expansion.
Executive Programs
Executive Engagement Campaigns
Programs built to earn and hold the attention of senior buyers across the deal cycle.