Work Library & Operating Monographs
The cases look different on the surface, but I keep coming back to a small set of operating questions: what deserves to be built, what breaks after apparent success, what people can safely rely on, and what evidence should earn the next step.
01 · Product & Operating Work
Observed problems translated into product direction, operating architecture, ownership, metrics, stage gates, or execution design.
Vinamilk: Trusted Nutrition Product-Service Discovery
“What trusted nutrition proposition deserves to exist, and can its valued attributes survive delivery, scale, and later governance?”
MFan: From Trust-Chain Integration to Fan Journey Continuity
“MFan now presents an integrated front door. Can one membership promise remain coherent through purchase, activation, benefit use, exception recovery, and reporting close?”
Elfie Product Case: Trust-Safe Activation
“How can a health product reach first value and retained routine while making role, consent, data quality, and sharing boundaries visible?”
Post-Signing Artist / Label Operations
“Why does a signed partnership still require so much invisible coordination to succeed?”
Shopee Account Restrictions: Customer Resolution Under Platform Uncertainty
“After a marketplace restricts a customer account, what must remain visible and actionable so the customer can understand, preserve, contest, resolve, or escalate?”
FanMe Controlled Growth Pilot: Building a Repeatable Artist-Launch Operating System
“Can FanMe use one controlled artist launch to make the fan journey reliable, contain operational risk, and build capability that transfers to the next artist?”
DatVietVAC: Ownership & Belonging Merchandise Growth Case
“Can verified fan contribution persist beyond a purchase or event as ownership, history, or recognition, without turning novelty into uncontrolled cost or operational complexity?”
DatVietVAC Fandom Cards: From Official Fandom Pack to a Gated Collectibles Product Line
“Can an official 12-card fandom pack turn visible existing demand into something fans carry, share, display, and trade in everyday life, then earn repeated drops, a product line, and only later a conditional annual box or collectibles pod?”
VieSHOP: From Campaign Storefront to a Fan-Centred Merchandise System
“How can an official store become reliable enough to transact, open enough to explore, and structured enough to learn across artists and IPs?”
DatVietVAC: Who Owns the Fan Promise?
“Once VieSHOP accepts a fan transaction, can the selling entity prove what it committed to, trace the obligation through execution, and close it without the customer having to force a response?”
Explainable Trust: Traceable Case Reconstruction
“A working case-reconstruction prototype in which model-assisted analysis proposes typed changes while the application owns validation, stable identity, revision history, and the accepted case record.”
02 · Evidence-First Cases & Trust Research
Specific contradictions, events, and trust pathways reconstructed with conclusions proportional to the available evidence.
Vietnam’s 2026 Diamond-Market Crisis
“What can be reconstructed through observable events, stakeholder decisions, enterprise responses, and public records, and where does the evidence stop?”
Diamond Trust Chain Collapse: When Final Proof Needs Proof
“What happens when a certificate compresses a complex trust chain into one market signal, and that signal itself becomes uncertain?”
Adobe Account Restriction: When Enforcement Interrupts the Work
“When enforcement interrupts an already-paid work tool, what must remain visible and recoverable beyond the account decision itself?”
Pathway Lens: AI Risk, Drift, Evidence, and Recovery Cycles
“A working AI research lens for tracing how an output, signal, recommendation, or action becomes reliance, record, execution, transaction, memory, or real-world consequence.”
03 · Research Essays & Working Hypotheses
Propositions developed from real product, platform, or organizational observations and kept open to comparative or empirical testing.
Does AI Improve Decisions - or Develop Judgment?
“Can AI improve the immediate decision and also strengthen the user’s ability to evaluate evidence and uncertainty independently over time?”
AI Apprenticeship: Before AI Becomes an Actor
“Before AI receives operational authority, should it first learn how an organization understands mission, boundaries, evidence, exceptions, and recovery?”
ZaloPay & SMEs: When Paid Is Not Yet Done
“What operational work still begins after a small merchant receives payment?”
METUB & Creator Economy: When Creating Becomes Operating
“What infrastructure do creators need when creating becomes a business, and what responsibility does a platform inherit?”
MoMo AI PayLater: Risk Begins After Yes
“Can an AI-enabled credit product define success beyond approval and conversion by considering the consequence the user must live with afterward?”
04 · Concepts & Product Explorations
Early directions made visible enough to inspect and test, without being presented as validated products or implemented systems.
Artist Fandom Page & Fan Dashboard
“How can fans discover artists, join official communities, receive benefits, buy products, attend events, get support, and return through one clearer relationship layer?”
Zalo Scam Emergency Mode
“Can Zalo make account, conversation, unsafe-object, report, and payment context understandable before trust becomes an irreversible transfer—and preserve that context through recovery?”
| # | Case Title & Core Question | Lens | Maturity |
|---|---|---|---|
| 01 |
Vinamilk: Trusted Nutrition Product-Service Discovery
“What trusted nutrition proposition deserves to exist, and can its valued attributes survive delivery, scale, and later governance?”
|
Product & Ops | Developed outside-in research |
| 02 |
MFan: From Trust-Chain Integration to Fan Journey Continuity
“MFan now presents an integrated front door. Can one membership promise remain coherent through purchase, activation, benefit use, exception recovery, and reporting close?”
|
Product & Ops | Reader Edition · 7 Sep 2026 |
| 03 |
Elfie Product Case: Trust-Safe Activation
“How can a health product reach first value and retained routine while making role, consent, data quality, and sharing boundaries visible?”
|
Product & Ops | Developed Work Sample |
| 04 |
Post-Signing Artist / Label Operations
“Why does a signed partnership still require so much invisible coordination to succeed?”
|
Product & Ops | Working Model |
| 05 |
Shopee Account Restrictions: Customer Resolution Under Platform Uncertainty
“After a marketplace restricts a customer account, what must remain visible and actionable so the customer can understand, preserve, contest, resolve, or escalate?”
|
Product & Ops | Developed Work Sample |
| 06 |
FanMe Controlled Growth Pilot: Building a Repeatable Artist-Launch Operating System
“Can FanMe use one controlled artist launch to make the fan journey reliable, contain operational risk, and build capability that transfers to the next artist?”
|
Product & Ops | Developed Work Sample |
| 07 |
DatVietVAC: Ownership & Belonging Merchandise Growth Case
“Can verified fan contribution persist beyond a purchase or event as ownership, history, or recognition, without turning novelty into uncontrolled cost or operational complexity?”
|
Product & Ops | Developed Work Sample |
| 08 |
DatVietVAC Fandom Cards: From Official Fandom Pack to a Gated Collectibles Product Line
“Can an official 12-card fandom pack turn visible existing demand into something fans carry, share, display, and trade in everyday life, then earn repeated drops, a product line, and only later a conditional annual box or collectibles pod?”
|
Product & Ops | Developed Work Sample |
| 09 |
VieSHOP: From Campaign Storefront to a Fan-Centred Merchandise System
“How can an official store become reliable enough to transact, open enough to explore, and structured enough to learn across artists and IPs?”
|
Product & Ops | Working V2 · 23 Aug 2026 |
| 10 |
DatVietVAC: Who Owns the Fan Promise?
“Once VieSHOP accepts a fan transaction, can the selling entity prove what it committed to, trace the obligation through execution, and close it without the customer having to force a response?”
|
Product & Ops | Case V1.1 · Evidence synchronized 31 Aug 2026 |
| 11 |
Explainable Trust: Traceable Case Reconstruction
“A working case-reconstruction prototype in which model-assisted analysis proposes typed changes while the application owns validation, stable identity, revision history, and the accepted case record.”
|
Product & Ops | Publicly Deployed Working Prototype |
| 12 |
Vietnam’s 2026 Diamond-Market Crisis
“What can be reconstructed through observable events, stakeholder decisions, enterprise responses, and public records, and where does the evidence stop?”
|
Evidence & Trust | Research cut-off: 21 July 2026 |
| 13 |
Diamond Trust Chain Collapse: When Final Proof Needs Proof
“What happens when a certificate compresses a complex trust chain into one market signal, and that signal itself becomes uncertain?”
|
Evidence & Trust | Evidence Building |
| 14 |
Adobe Account Restriction: When Enforcement Interrupts the Work
“When enforcement interrupts an already-paid work tool, what must remain visible and recoverable beyond the account decision itself?”
|
Evidence & Trust | Evidence-First Research |
| 15 |
Pathway Lens: AI Risk, Drift, Evidence, and Recovery Cycles
“A working AI research lens for tracing how an output, signal, recommendation, or action becomes reliance, record, execution, transaction, memory, or real-world consequence.”
|
Evidence & Trust | Working Model & Framework |
| 16 |
Does AI Improve Decisions - or Develop Judgment?
“Can AI improve the immediate decision and also strengthen the user’s ability to evaluate evidence and uncertainty independently over time?”
|
Essays & Hypotheses | Working Hypothesis |
| 17 |
AI Apprenticeship: Before AI Becomes an Actor
“Before AI receives operational authority, should it first learn how an organization understands mission, boundaries, evidence, exceptions, and recovery?”
|
Essays & Hypotheses | Working Hypothesis |
| 18 |
ZaloPay & SMEs: When Paid Is Not Yet Done
“What operational work still begins after a small merchant receives payment?”
|
Essays & Hypotheses | Working Hypothesis |
| 19 |
METUB & Creator Economy: When Creating Becomes Operating
“What infrastructure do creators need when creating becomes a business, and what responsibility does a platform inherit?”
|
Essays & Hypotheses | Working Hypothesis |
| 20 |
MoMo AI PayLater: Risk Begins After Yes
“Can an AI-enabled credit product define success beyond approval and conversion by considering the consequence the user must live with afterward?”
|
Essays & Hypotheses | Working Hypothesis |
| 21 |
Artist Fandom Page & Fan Dashboard
“How can fans discover artists, join official communities, receive benefits, buy products, attend events, get support, and return through one clearer relationship layer?”
|
Concepts | Concept Exploration |
| 22 |
Zalo Scam Emergency Mode
“Can Zalo make account, conversation, unsafe-object, report, and payment context understandable before trust becomes an irreversible transfer—and preserve that context through recovery?”
|
Concepts | Reader Edition · 7 Sep 2026 |