Network intelligence
Talent matching
See talent spread across the ecosystem and unlock peer-to-peer remediation for at-risk founders.
At-risk w/ strong match
80
of 80 sampled
Avg. top-match score
88/100
Complementarity-weighted
Top 3 skill gaps
FundraisingEngineeringClinical
Across selected pool
Peer sessions scheduled
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Talent spread heatmap
Skill density by stream · red overlay = at-risk
| Specialist | Universit… | National … | National … | Investor … | National … | |
|---|---|---|---|---|---|---|
| Product | 19 | 41 | 21 | 22 | 9 | 12 |
| Engineering | 16 | 41 | 22 | 11 | 9 | 16 |
| Sales | 23 | 50 | 19 | 14 | 12 | 21 |
| Marketing/GTM | 22 | 43 | 30 | 15 | 13 | 15 |
| Fundraising | 12 | 28 | 25 | 14 | 5 | 10 |
| Regulatory | 13 | 38 | 22 | 16 | 4 | 12 |
| Data/AI | 15 | 46 | 26 | 16 | 9 | 8 |
| Hardware | 25 | 42 | 19 | 20 | 9 | 17 |
| Clinical | 20 | 45 | 19 | 15 | 13 | 16 |
| Ops | 14 | 31 | 22 | 8 | 11 | 13 |
| Design | 27 | 40 | 28 | 26 | 13 | 17 |
| Finance | 21 | 51 | 25 | 14 | 14 | 23 |
Suggested peer matches
Top 3 gap-filling peers per venture · 194 at-risk
Douro Systemsat-risk
Gonçalo Jesus · Early Revenue · Norte
Mentor disengagedHiring stalled
Portugal Blue Digital Hub
Pedro Gonçalves90
RegulatorySalesDesign
Carolina Sousa83
SalesHardwareDesign
Matilde Silva76
SalesOpsRegulatory
Vinha Senseat-risk
Gonçalo Oliveira · Early Revenue · Grande Lisboa
Runway < 3 months
AI4PA Portugal EDIH
João Santos93
ClinicalProductHardware
Inês Santos84
DesignMarketing/GTMRegulatory
Mariana Ferreira81
DesignFundraisingHardware
Atlântico Senseat-risk
Tiago Costa · MVP · Grande Lisboa
Hiring stalled
AI4PA Portugal EDIH
Mariana Silva84
OpsFinanceProduct
André Martins84
DesignHardwareProduct
João Santos84
ClinicalProductHardware
Coimbra Mobilityat-risk
André Ferreira · MVP · Grande Lisboa
Regulatory blockerSales cycle elongating
C-HUB Cybersecurity DIH
Francisco Jesus93
Data/AIRegulatoryProduct
Martim Sousa90
Data/AIHardwareFinance
Gonçalo Martins85
SalesFinanceDesign
Atlântico AIat-risk
Gonçalo Rodrigues · MVP · Grande Lisboa
Technical debt — slow shipping
C-HUB Cybersecurity DIH
Francisco Jesus91
Data/AIRegulatoryHardware
Martim Sousa89
Data/AIHardwareFinance
João Silva84
FundraisingSalesOps
Azul Healthat-risk
Miguel Lopes · Early Revenue · Grande Lisboa
No paying customersPivoting — unclear ICPTechnical debt — slow shipping
C-HUB Cybersecurity DIH
Martim Sousa85
Data/AIHardwareFinance
André Fernandes80
FundraisingEngineeringClinical
Mariana Fernandes80
RegulatoryOpsEngineering
Braga Roboticsat-risk
Diogo Gomes · MVP · Grande Lisboa
Founder solo
C-HUB Cybersecurity DIH
Francisco Jesus85
Data/AIRegulatoryProduct
Duarte Gonçalves75
Marketing/GTMOpsSales
Pedro Costa75
FundraisingFinanceMarketing/GTM
Nexo Payat-risk
Francisco Jesus · MVP · Grande Lisboa
No paying customersRegulatory blockerRunway < 3 months
C-HUB Cybersecurity DIH
Gonçalo Martins80
SalesFinanceDesign
Rafael Jesus76
ClinicalMarketing/GTMFinance
Diogo Gomes76
DesignClinicalSales
Évora Gridat-risk
André Martins · MVP · Grande Lisboa
No paying customersRegulatory blockerSales cycle elongating
C-HUB Cybersecurity DIH
Francisco Jesus81
Data/AIRegulatory↔ Education
Martim Sousa79
Data/AIFinance↔ Education
Duarte Gonçalves78
Marketing/GTMOpsSales
Oceano Oceanat-risk
João Fernandes · MVP · Norte
Pivoting — unclear ICPNo paying customers
PRODUTECH Digital Innovation Hub
Tiago Fernandes85
Data/AIOpsProduct
Mariana Martins78
SalesData/AIOps
Francisca Sousa78
EngineeringData/AIFinance
Coimbra Circularat-risk
Tiago Fernandes · Early Revenue · Norte
Sales cycle elongatingHiring stalled
PRODUTECH Digital Innovation Hub
João Fernandes89
RegulatoryDesignClinical
Pedro Gonçalves78
RegulatorySalesDesign
Pedro Jesus76
SalesMarketing/GTM↔ Fintech / Payments
Oceano Logicat-risk
Mariana Martins · Early Revenue · Norte
Co-founder churn
PRODUTECH Digital Innovation Hub
João Fernandes85
RegulatoryDesignClinical
Maria Jesus76
FundraisingHardwareMarketing/GTM
Pedro Lopes71
ProductClinicalFinance
Sado Mobilityat-risk
Matilde Silva · MVP · Grande Lisboa
Regulatory blockerCo-founder churnPivoting — unclear ICP
BGI - Building Global Innovators
Madalena Gomes90
OpsEngineeringClinical
Francisco Sousa88
EngineeringData/AIOps
Maria Sousa87
ProductFundraisingData/AI
Nexo Mobilityat-risk
Duarte Lopes · Early Revenue · Grande Lisboa
Mentor disengagedHiring stalled
BlueBio Alliance / Blue Bio Value
Pedro Ferreira93
Data/AIEngineeringProduct
André Fernandes86
FundraisingEngineeringClinical
Mariana Fernandes86
RegulatoryOpsEngineering
Lusitano Healthat-risk
Duarte Lopes · Early Revenue · Grande Lisboa
Technical debt — slow shipping
BlueBio Alliance / Blue Bio Value
Afonso Silva83
EngineeringOpsProduct
Miguel Sousa80
OpsProductSales
Pedro Ferreira80
EngineeringProductDesign
Minho Softwareat-risk
Diogo Santos · MVP · Centro
Sales cycle elongatingTechnical debt — slow shippingHiring stalled
ESA Space Solutions Portugal
Mariana Fernandes90
RegulatoryOpsEngineering
Rita Sousa73
ClinicalHardware↔ Agri / Food
Afonso Silva71
EngineeringOpsProduct
Atlântico Softwareat-risk
Gonçalo Gonçalves · Early Revenue · Centro
Co-founder churnRegulatory blocker
ESA Space Solutions Portugal
Mariana Fernandes88
RegulatoryOpsEngineering
Ana Oliveira85
RegulatoryMarketing/GTMOps
Maria Costa85
SalesEngineeringMarketing/GTM
Cortiça Senseat-risk
Miguel Fernandes · Early Revenue · Grande Lisboa
No paying customersHiring stalled
HealthTech Lisboa Track
Ana Oliveira94
RegulatoryMarketing/GTMOps
João Gomes85
RegulatorySalesProduct
Francisca Rodrigues85
SalesProductOps
Sado AIat-risk
Joana Costa · MVP · Grande Lisboa
Sales cycle elongating
HealthTech Lisboa Track
Diogo Lopes88
FundraisingHardwareMarketing/GTM
Matilde Lopes80
Marketing/GTMFundraisingHardware
Catarina Pereira78
SalesClinicalProduct
Cortiça Circularat-risk
Sofia Silva · MVP · Grande Lisboa
Founder soloSales cycle elongating
HealthTech Lisboa Track
Francisca Sousa92
EngineeringData/AIFinance
João Rodrigues85
FinanceOpsData/AI
João Silva84
FundraisingSalesOps
Braga Worksat-risk
Francisca Rodrigues · Early Revenue · Algarve
Co-founder churnRegulatory blocker
Algarve Tech Hub Digital Track
Francisco Sousa81
EngineeringData/AIMarketing/GTM
Francisca Rodrigues78
RegulatoryFinanceHardware
Sofia Gomes76
RegulatoryHardwareMarketing/GTM
Nexo Systemsat-risk
João Gomes · Validation · Grande Lisboa
Pivoting — unclear ICPCo-founder churn
Startup Lisboa
Leonor Silva86
EngineeringOpsFinance
Miguel Martins85
Data/AIDesignOps
João Rodrigues82
FinanceOpsData/AI
Évora Mobilityat-risk
Tiago Sousa · Validation · Grande Lisboa
Founder soloPivoting — unclear ICP
Startup Lisboa
Bernardo Pereira90
HardwareProductFinance
Rafael Martins89
Data/AIClinicalFundraising
Rita Martins87
HardwareMarketing/GTMProduct
Douro Techat-risk
Afonso Pereira · Validation · Grande Lisboa
Sales cycle elongating
Startup Lisboa
Miguel Martins93
Data/AISalesDesign
Rafael Martins92
Data/AIClinicalFundraising
João Rodrigues86
FinanceOpsData/AI
Lumen AIat-risk
Inês Santos · Validation · Grande Lisboa
Sales cycle elongating
Startup Lisboa
Bernardo Pereira90
HardwareProductFinance
Francisco Martins83
SalesClinicalFinance
Miguel Martins83
Data/AISalesOps
Lusitano Nanoat-risk
Leonor Silva · Validation · Grande Lisboa
Runway < 3 monthsHiring stalledMentor disengaged
Startup Lisboa
Rita Martins96
HardwareRegulatoryMarketing/GTM
João Gomes90
Marketing/GTMSalesFundraising
Inês Santos88
DesignMarketing/GTMRegulatory
Nave Senseat-risk
Miguel Ferreira · Validation · Norte
Founder soloMentor disengaged
UPTEC - Science and Technology Park of University of Porto
Madalena Fernandes83
SalesProductDesign
Tiago Gomes78
ProductEngineeringSales
Beatriz Rodrigues76
SalesProduct↔ Consumer Health
Atlântico Circularat-risk
Tiago Gomes · MVP · Norte
Co-founder churnFounder solo
UPTEC - Science and Technology Park of University of Porto
Miguel Ferreira94
Data/AIFinanceFundraising
Francisca Sousa85
EngineeringData/AIFinance
Madalena Jesus85
Data/AIOpsFundraising
Verde Mobilityat-risk
Rita Lopes · Idea · Norte
Founder soloNo paying customersPivoting — unclear ICP
UPTEC - Science and Technology Park of University of Porto
Miguel Ferreira80
FinanceFundraisingMarketing/GTM
Catarina Gomes76
DesignRegulatoryFinance
Maria Ferreira75
ClinicalDesignFinance
Azul Systemsat-risk
Tomás Oliveira · Idea · Norte
Hiring stalled
UPTEC - Science and Technology Park of University of Porto
Madalena Jesus85
Data/AIOpsFundraising
Miguel Ferreira83
Data/AIFundraisingMarketing/GTM
Rita Lopes83
Data/AISalesHardware
Coimbra Healthat-risk
Diogo Martins · Validation · Norte
Founder soloMentor disengaged
UPTEC - Science and Technology Park of University of Porto
Madalena Jesus90
Data/AIOpsFundraising
Miguel Ferreira88
Data/AIFundraisingMarketing/GTM
Madalena Fernandes88
SalesProductDesign
Mondego Mobilityat-risk
Inês Pereira · Validation · Norte
Regulatory blocker
UPTEC - Science and Technology Park of University of Porto
Madalena Jesus90
Data/AIOpsFundraising
Miguel Ferreira89
Data/AIFundraisingMarketing/GTM
André Rodrigues80
Data/AIClinical
Braga Energyat-risk
Tiago Gomes · Idea · Norte
Hiring stalled
UPTEC - Science and Technology Park of University of Porto
Miguel Ferreira86
Data/AIFinanceFundraising
Madalena Jesus85
Data/AIOpsFundraising
André Rodrigues76
Data/AIFinanceClinical
Porto Labsat-risk
Beatriz Santos · Idea · Norte
Regulatory blocker
UPTEC - Science and Technology Park of University of Porto
Rita Costa86
FinanceSalesOps
Miguel Ferreira83
Data/AIFinanceMarketing/GTM
Rita Lopes83
Data/AISalesHardware
Lumen Nanoat-risk
Beatriz Rodrigues · Validation · Norte
Mentor disengagedRunway < 3 months
UPTEC - Science and Technology Park of University of Porto
Madalena Jesus90
Data/AIOpsFundraising
Miguel Ferreira88
Data/AIFundraisingMarketing/GTM
Rita Lopes78
Data/AIEngineeringHardware
Douro Softwareat-risk
João Gomes · MVP · Centro
Co-founder churnHiring stalledNo paying customers
IPN Incubadora - Instituto Pedro Nunes
Afonso Silva93
EngineeringOpsProduct
Miguel Silva89
Data/AIDesignMarketing/GTM
Mariana Costa87
HardwareEngineeringDesign
Funchal Techat-risk
Mariana Ferreira · Idea · Centro
Hiring stalledCo-founder churn
IPN Incubadora - Instituto Pedro Nunes
Diogo Sousa90
DesignRegulatoryMarketing/GTM
Ana Sousa85
HardwareClinicalMarketing/GTM
Miguel Silva85
Data/AIDesignMarketing/GTM
Vinha Nanoat-risk
Sofia Pereira · Idea · Centro
Technical debt — slow shippingRegulatory blockerMentor disengaged
IPN Incubadora - Instituto Pedro Nunes
Mariana Costa80
HardwareEngineeringDesign
Diogo Sousa80
DesignMarketing/GTMHardware
Ana Sousa78
HardwareMarketing/GTMSales
Atlântico Bioat-risk
Sofia Gonçalves · Validation · Centro
Sales cycle elongatingHiring stalledRunway < 3 months
IPN Incubadora - Instituto Pedro Nunes
Mariana Costa87
HardwareEngineeringDesign
Afonso Silva86
EngineeringProductRegulatory
Rita Martins85
HardwareRegulatoryMarketing/GTM
Funchal OSat-risk
Bernardo Pereira · MVP · Centro
Hiring stalledRunway < 3 monthsMentor disengaged
IPN Incubadora - Instituto Pedro Nunes
Leonor Lopes85
ClinicalDesignFinance
Mariana Costa85
HardwareDesignFinance
Afonso Silva84
OpsProductRegulatory
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