StochStack

site feasibility / clinical ops / venture prototype

Leadership-style internal SaaS demo for country/site prioritization, scenario simulation, and explainable recommendations.

Mock StudyNo backend
Recommendation Center

Explainable recommendation stack

Not just a ranked list. Each recommendation ties back to protocol complexity, startup risk, and enrollment contribution.

#1

Madrid Respiratory Research Unit

Watch

Spain / Madrid · Urban referral + community mix

Monitor as reserve or scenario-dependent inclusion.

Composite score

71.2

Patient match

81

Moderate fit

Startup readiness

41.900000000000006

Fast enough for Phase II launch

Diversity fit

87

Supports representation target

Competition exposure

69

Competitive pressure is manageable

#2

Seville Pulmonary Access Site

Watch

Spain / Seville · Broader respiratory access network

Monitor as reserve or scenario-dependent inclusion.

Composite score

69.4

Patient match

76

Moderate fit

Startup readiness

43.300000000000004

Fast enough for Phase II launch

Diversity fit

83

Supports representation target

Competition exposure

72

Competitive pressure is manageable

#3

Milan PulmoScience Center

Watch

Italy / Milan · Advanced ILD + imaging infrastructure

Monitor as reserve or scenario-dependent inclusion.

Composite score

68.7

Patient match

86

Strong eligibility fit

Startup readiness

38.400000000000006

Fast enough for Phase II launch

Diversity fit

73

Diversity contribution limited

Competition exposure

61

Competitive pressure is manageable

#4

Barcelona Thoracic Collaborative

Watch

Spain / Barcelona · ILD and autoimmune overlap

Monitor as reserve or scenario-dependent inclusion.

Composite score

66.9

Patient match

78

Moderate fit

Startup readiness

35.60000000000001

Requires startup intervention

Diversity fit

84

Supports representation target

Competition exposure

62

Competitive pressure is manageable

#5

Manchester Airway Trials Hub

Watch

United Kingdom / Manchester · Regional ILD network

Monitor as reserve or scenario-dependent inclusion.

Composite score

64.4

Patient match

79

Moderate fit

Startup readiness

34.2

Requires startup intervention

Diversity fit

76

Supports representation target

Competition exposure

52

Competitive pressure is manageable

#6

Glasgow Pulmonary Innovation Site

Watch

United Kingdom / Glasgow · Underserved regional cohort

Monitor as reserve or scenario-dependent inclusion.

Composite score

64.3

Patient match

73

Moderate fit

Startup readiness

37.7

Fast enough for Phase II launch

Diversity fit

78

Supports representation target

Competition exposure

56

Competitive pressure is manageable

Leadership takeaway

The shortlist is not just the highest-scoring sites. It is the smallest cross-country mix that can absorb protocol complexity, hit activation optics, and still protect enrollment.