Building The AI-powered GTM Engine
That Runs While You Lead.
JD Alchemy builds the complete AI Operating System for your go-to-market — strategy, outbound, ABM, content, pipeline — deployed layer by layer so deeptech companies can focus on product and close deals.
The B2B GTM Ops Is Broken by Design
These are not edge cases. They are the structural conditions your competitors are also operating under.
Humans Can't Keep Up
SDRs spend 65% of their working hours on inbox management, manual CRM updates, and context gathering. Meanwhile, responding in under 5 minutes is 21× more effective than a 30-minute delay.
The Marketing Data Mirage
High open rates. Healthy click-throughs. Zero revenue. An estimated 25% of B2B marketing budgets are consumed by campaigns that produce superficial engagement metrics but generate no closed-won pipeline.
Single-Threaded Outreach Fails
Modern B2B buying groups average 10 decision-makers across multiple departments — 52% at VP level or above. Most outbound sequences target one contact and wonder why deals stall.
Strong Product. The Wrong Support System.
Every alternative fails where it matters most.
DIY / Founder-Run
Founder runs GTM manually — no system, no attribution. Burning $300–$500/hr equivalent of founder time on admin. Growth stops the moment the founder steps back.
Traditional Agency
$7–15K/month retainer — output billed, not outcomes. 4–6 week ramp before any campaign goes live. You manage the brief, approvals, and strategy daily.
Full-Time CGO Hire
$80–150K/year + benefits — before any result is visible. 2–3 months to hire, onboard, and build a team first. Strategy ownership with no pipeline accountability.
Decades of Results. Global Influence.
Jay Jin — 15 years engineering GTM systems at the intersection of influence, automation, and revenue. Built and scaled 15 YouTube Gold Button (1M+ subs) and 50+ Silver Button channels from zero — not as a creator, but as a systems architect designing the acquisition and monetisation loops behind each one.
Venture-built 20+ founder businesses from first asset to product launch and fundraising close across Korea, Japan, and Vietnam, using influence as a capital-efficient distribution channel. Clients include LINE (Naver) and high-stakes political campaigns where precision and outcome accountability are non-negotiable.
The AI Operating System for GTM.
Five compounding layers — each building on the last — that transform a manual, founder-dependent GTM into a scalable, AI-run engine.
Most companies have zero layers running as a connected system. JDA deploys all five, in sequence, starting with your GTM motion.
Every Layer of the AIOS —
Applied to Your GTM.
8 modules, each mapped to a specific AIOS layer, each with defined tools and measurable outputs.
⚡ Campaigns live by Day 30 · First performance data by Day 60 · Full system operational by Day 90
Foundation Layers (L1–L3)
- Context Foundation: GTM strategy, ICP definition, positioning, messaging framework
- Proof Foundation + Content Strategy: Case studies, ROI calculators, content angle bank
- Funnel Infrastructure: CRM setup, attribution configuration, campaign reporting
- Live Intelligence Engine: Reply intel, health checks, reports, optimisation, strategy calls
Automation Layer (L4)
- Outbound Engine: 500–1,000 scored leads, live email + LinkedIn campaigns
- Account-Based Marketing: 50–100 named accounts, decision-maker mapping, coordinated outreach
- LinkedIn Content Engine (B2B): 8–12 strategic video assets per cycle
- AMS Content Engine (B2C): 200–400 short-form videos per 90-day cycle
- AEO Content Engine: 4–6 articles/month for AI search indexing
3.5 months from kickoff to a fully operating AI GTM OS.
The System Has Already Delivered.
WIT Global
Content platform with real traction but no systematic growth engine. User acquisition unpredictable. Ad revenue stagnant.
Full GTM sprint across AIOS Layers 1–4 — content strategy overhaul, distribution channel optimisation, audience targeting, and performance infrastructure.
7× MAU growth. 5× ad revenue growth. Successfully raised pre-Series A funding.
Cyber Cert
Powerful product for fund manager due diligence — but no outbound engine. Pipeline was 100% founder-dependent.
Systematic outbound pipeline from zero — lead lists, messaging sequences, LinkedIn outreach, and meeting booking infrastructure. Live campaigns within 30 days.
Systematic pipeline built from zero. Live campaigns in 30 days. Qualified meetings booked.
Digicon
AI-powered short-form video engine with zero GTM for Korea or US. No brand acquisition system, no distribution partnerships.
End-to-end GTM across all 5 AIOS layers — brand acquisition engine, distribution channel partnerships, and performance marketing for Korea and US markets.
6B+ content views. 40+ brands onboarded in Year 1. #1 Presidential Award at Young Tech Startup Grand Challenge.
BrandBeam
Strong technology but no GTM motion. Needed ICP definition, outbound strategy, and first customers built from zero.
Full GTM strategy from concept to launch — ICP definition, outbound engine, enterprise sales playbook, and pilot customer acquisition program.
50+ enterprise pilots within 90 days from zero. Self-sustaining growth engine established.
Predictable Investment. Scalable Impact.
Same proven AIOS system. Scaled to your stage and ambition.
✓ 500–1,000 scored, verified leads
✓ Live email + LinkedIn campaigns
✓ CRM + attribution configured
✓ End-of-sprint performance report
✓ Case study + ROI calculator
✓ 50–100 named ABM accounts
✓ Decision-maker mapping (2–3 per account)
✓ LinkedIn Ads strategic plan
✓ LinkedIn Content Engine (8–12 assets/cycle)
✓ AEO Content Engine (4–6 articles/month)
✓ Monthly reports + strategy calls
✓ Equity conversation eligible at 6 mo+
+ client ad spend
✓ Brand story + proof asset document
✓ Brand performance tracking (CRM/attribution)
✓ 200 short-form videos
✓ Monthly performance report + strategy call
+ client ad spend
✓ 20–30 content angles (vs 10–15 in Tier 1)
✓ Retailer-ready brand brief (Olive Young, Sephora, iHerb)
✓ 400 short-form videos total (2× volume)
✓ Faster paid social optimisation cycle
Built for Deeptech Going Global
We work with B2B deeptech and highly technical SaaS companies at Series A through C, or bootstrapped with $5M+ ARR, who are entering new markets or need to systematise pipeline beyond founder-led sales. Korean DTC consumer brands (beauty, health, supplements) expanding globally are served through our B2C product line.
Start With a Conversation.
A 30-minute strategy call to assess fit, understand your expansion goal, and outline the right engagement structure for your company. You leave with a clear picture of what 60–90 days looks like for your business.