Yunnan, China • Commercial Advisory

Commercial strategy for healthcare and life sciences.

Yunnan Fengkun supports defined research, strategy, and business development workstreams—helping teams evaluate markets, set priorities, and prepare for commercial conversations.

Turning Life Sciences Insights into Business Opportunities.

Core focus
  • Market Intelligence
  • Growth Strategy
  • Business Development
  • Cross-Border Support

A focused commercial partner based in Yunnan.

Yunnan Fengkun is a strategy and business development company focused on healthcare, life sciences, medical technology, and health-related consumer markets.

Our role is to help structure commercial questions, collect relevant market evidence, and turn the findings into practical choices. Work can be scoped as a standalone research project or as support for an ongoing business development initiative.

Yunnan Fengkun’s scope is commercial. We do not present ourselves as a biotechnology R&D company, clinical research organization, laboratory, or provider of medical and regulatory advice.

Company
Yunnan Fengkun
Base
Yunnan, China
Primary scope
Strategy & Business Development
Working model
Project-based research and advisory support

Work organized around the decision—not a generic report.

Each workstream begins with a specific commercial question and ends with a concise set of findings, implications, and recommended next steps.

01

Market Research & Intelligence

Build a usable view of a market before committing time or capital.

Questions addressed

  • How is the market structured?
  • Who are the relevant competitors and stakeholders?
  • What may support or constrain adoption?

Typical outputs

  • Market landscape
  • Competitor profiles
  • Research summary and decision brief
02

Growth & Market Entry Strategy

Compare routes to growth and define a practical sequence of priorities.

Questions addressed

  • Which segments or markets should be prioritized?
  • What entry route fits the opportunity?
  • What assumptions need to be tested first?

Typical outputs

  • Option assessment
  • Priority matrix
  • Phased market-entry plan
03

Partner Search & Business Development

Turn a partnership objective into a structured search and qualification process.

Questions addressed

  • What does the right partner look like?
  • Which organizations meet the criteria?
  • What is the mutual commercial rationale?

Typical outputs

  • Screening criteria
  • Target longlist and shortlist
  • Partner briefs and outreach materials
04

Cross-Border Commercial Support

Examine how an opportunity may translate between China and international markets.

Questions addressed

  • How does local market context change the opportunity?
  • Which stakeholders and channels matter?
  • Where are the key information gaps?

Typical outputs

  • Local market scan
  • Stakeholder map
  • Cross-market comparison

Commercial questions across four connected sectors.

Industry coverage is defined by the project question and available evidence—not by unsupported claims of technical or clinical expertise.

01

Healthcare Services

Service models, provider landscapes, care delivery, and stakeholder needs.

02

Life Sciences

Commercial landscape and business development questions for pharma, biotech, and adjacent organizations.

03

Medical Technology & Diagnostics

Category structure, competitor context, adoption pathways, and commercial routes.

04

Health & Wellness

Consumer needs, product categories, channel dynamics, and market positioning.

A simple, transparent project structure.

The scope, sources, and final format are agreed before research begins. Recommendations are tied back to the evidence collected.

  1. 1

    Frame the question

    Define the decision, intended audience, geographic scope, and what a useful answer must contain.

  2. 2

    Build the evidence base

    Review relevant public sources, company information, sector material, and available stakeholder inputs.

  3. 3

    Analyze the implications

    Compare options, test assumptions, identify information gaps, and separate findings from interpretation.

  4. 4

    Prepare the next decision

    Deliver a concise recommendation, supporting materials, and a clear set of next steps.

Agent-supported research, with assumptions kept visible.

Fengkun Agent Workbench is a prototype workflow for organizing evidence, defining causal questions, and comparing scenarios. Agents structure the work; they do not replace domain review or turn simulated outputs into clinical claims.

Product concept

Fengkun Agent Workbench

A modular workspace that moves a healthcare or commercial question from evidence intake to a decision-ready memo.

01

Evidence Mapper

Collects source information, records provenance, and separates observed facts from assumptions and missing information.

  • Source register
  • Variable inventory
  • Evidence gaps
02

Causal Design Agent

Defines the exposure, outcome, timing, candidate confounders, and a reviewable causal graph.

  • DAG specification
  • Adjustment-set review
  • Positivity checks
03

Scenario Agent

Compares intervention and non-intervention scenarios using documented rules or an appropriate public dataset.

  • Counterfactual scenarios
  • Segment comparisons
  • Sensitivity notes
04

Decision Memo Agent

Translates the analysis into findings, limitations, and a short list of decisions or next research steps.

  • Executive summary
  • Assumption log
  • Recommended next step

Prototype studies

Two ways the workflow can be applied.

Both examples are research prototypes. They illustrate method and workflow, not validated product performance or medical guidance.

Commercial simulationSynthetic data

Allos Pilot Targeting Simulator

Which customer segment could show the largest increase in paid expansion after a structured reformulation pilot?

Five simulated profiles

  • Oral liquid
  • Modified release
  • Solubility rescue
  • CDMO scale-up
  • Alternative route

Model structure

Pilot → Value at 3 months → Paid expansion at 6 months

Adjusted for reformulation need, data and lab readiness, and commercial readiness.

OutputProfile-level scenario comparison and ICP decision memo
Women’s healthObservational data

Women’s Health Evidence Agent

How should hormonal contraceptive exposure and cervical-health outcomes be examined without overstating causality?

Evidence inputs

  • Exposure and duration
  • Age and pregnancy history
  • Smoking and sexual-health factors
  • HPV and STD history

Analysis checks

  • DAG and adjustment logic
  • Missing-data review
  • Comparable strata and positivity
  • Outcome-probability consistency

Public dataset sandboxes

Reproducible questions for method demonstrations.

Each sandbox starts with an explicit study design label. Randomized trials and observational hospital data are not interpreted in the same way.

Randomized trial2,139 records

HIV Treatment Regimen Effect

Compare ZDV monotherapy with combination or alternative regimens and define an outcome using the available follow-up and censoring fields.

Primary task
Treatment-effect estimation
Key lesson
Clear intervention structure and time-to-event considerations
View UCI dataset ↗
Randomized subset418 records

D-Penicillamine & PBC Survival

Examine D-penicillamine versus placebo in the randomized trial subset and consider whether effects vary by baseline disease characteristics.

Primary task
Survival and heterogeneity analysis
Key lesson
Trial eligibility, censoring, and subgroup assumptions
View UCI dataset ↗
Observational101,766 encounters

Diabetes Treatment & Readmission

Explore how medication changes relate to 30-day readmission while accounting for disease burden, prior utilization, and hospital context.

Primary task
Confounding-aware outcome analysis
Key lesson
Selection, missingness, and treatment-by-indication bias
View UCI dataset ↗
Risk classification1,013 records

Maternal Health Risk

Map age, blood pressure, glucose, temperature, and heart rate to pregnancy-risk categories, then state what extra assumptions a causal interpretation would require.

Primary task
Risk modeling and causal critique
Key lesson
Prediction does not establish intervention effects
View UCI dataset ↗

Research-use notice. These workspaces are designed for method demonstration and decision support. They are not diagnostic tools, medical devices, or substitutes for clinical, statistical, or regulatory review.

Strategy & Business Development Intern

Yunnan, China

This role supports defined research and business development workstreams. It is suited to someone who is careful with evidence, comfortable organizing complex information, and interested in the intersection of healthcare and business.

Typical responsibilities

  • Conduct desk research on markets, companies, and industry topics
  • Prepare competitor and stakeholder profiles
  • Organize findings into clear working documents and presentations
  • Support opportunity assessment and project coordination

What we look for

  • Strong research and written communication skills
  • Care with sources, assumptions, and detail
  • Interest in healthcare, life sciences, or commercial strategy
  • Ability to work independently and communicate progress clearly
Express interest

Tell us what you need to decide.

A useful first message includes the market or sector, the business question, the intended timeline, and the format you need.

Location
Yunnan, China
Company
Yunnan Fengkun