01 / FRAME
Define the market bet
Which buyer, which problem, which use case, and why now?
Independent AI commercialization · Taiwan / APAC
Commercial traction starts with a sharper market hypothesis.
Independent go-to-market and business development for AI and enterprise technology teams entering new markets across Taiwan and Asia-Pacific.
Discuss an opportunity ↗See what we do ↓Market intelligence / Where to competeEnterprise development / Who to engageStrategic partnerships / How to expand
What we do
Commercial clarity, followed by execution.
Promising technology doesn't automatically translate into enterprise demand. We work with vendors to connect a clear buyer hypothesis to relevant accounts, conversations, and commercial next steps.
01
Market intelligence & positioning
Assess target segments, buyer needs, competing approaches, and regional market context before investing in expansion.
02
ICP validation & demand testing
Research qualified accounts and test commercial hypotheses through focused, permissioned market experiments.
03
Enterprise opportunity development
Identify buying stakeholders, shape relevant value propositions, and develop qualified business conversations.
04
Strategic referrals & partnerships
Explore fit-based introductions and channel relationships, subject to appropriate vendor agreements and outreach permissions.
Our approach
Start with evidence.
Build from real signals.
02 / TEST
Validate the opportunity
Combine research with focused, measurable commercial experiments.
03 / DEVELOP
Advance what works
Use evidence to prioritize enterprise conversations and potential partners.
A qualified record is not automatically a qualified opportunity. We distinguish research evidence, buyer relevance, customer review, and permission to engage.
Selected work / anonymized engagement
Making a new market
more legible.
Industrial AI does not sell through a generic contact list. The work starts by understanding which facilities, functions, and buyers have a credible reason to engage.
FIELD NOTE 001
INDUSTRIAL COMPUTER VISION
MARKET DEVELOPMENT · SOUTHEAST ASIA
MARKET DEVELOPMENT · SOUTHEAST ASIA
The engagement
Finding the right enterprise buyers for factory-floor AI.
An industrial computer-vision provider exploring growth beyond its domestic market needed a more defensible approach to identifying manufacturers and decision-makers across Southeast Asia.
The challenge
Translate a technical product proposition into a focused target-account and stakeholder hypothesis.
Our work
ICP qualification, manufacturing-account research, production and quality stakeholder mapping, evidence review, and prospect reconciliation.
Project status
Research and reconciliation progressed toward a 200-contact prospect population. Customer validation and outreach authorization remained separate gates.
Anonymized project description. Research milestones are not represented as booked meetings, closed deals, or revenue outcomes.
Areas of focus
Technology domains we understand.
Our specialization informs the conversations we can credibly support. It is not a substitute for a clear commercial proposition.
Enterprise systems
Enterprise AI & agentic automation
AI agents, intelligent workflows, and business-process automation.
Customer experiences
Conversational AI & digital media
Voice AI, customer interaction platforms, and AI-enabled media workflows.
Risk & readiness
AI governance & commercial assurance
Documentation, provenance, licensing, and commercial-readiness workflows.
Products we build
Our perspective is grounded in building.
PMf Strategy develops its own products alongside its commercialization work. They inform how we think about market signals, buyer friction, and the gap between product capability and commercial adoption.
GTM intelligence
Standing Encore
Managed ICP testing and research-led prospecting experiments that help teams evaluate target segments using observed acceptance and response signals.
Explore Standing Encore ↗Commercial assurance
SuperImmersive 8
Commercial-readiness tools for AI-generated media, including structured consideration of licensing, rights, provenance, and supporting project records. Not a legal certification service.
Explore SuperImmersive 8 ↗About
Operator-led. Product-minded. Commercially focused.
PMf Strategy is an independent B2B commercialization practice based in Taiwan, working with emerging AI technologies and enterprise-market opportunities across APAC.
Our work brings together hands-on go-to-market leadership, enterprise sales experience, and the perspective gained from developing AI products.
We prefer selective, well-defined engagements over broad claims about reach or guaranteed results.
Start a conversation
Exploring a new market or commercial partnership?
Tell us about the technology, the buyers you want to reach, and the market hypothesis you want to test.
Prefer email? jd@pmfstrategy.com ↗