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
87/100
Complementarity-weighted
Top 3 skill gaps
FundraisingOpsEngineering
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 | 20 | 33 | 29 | 23 | 7 | 25 |
| Engineering | 16 | 35 | 33 | 11 | 10 | 28 |
| Sales | 26 | 38 | 25 | 19 | 14 | 33 |
| Marketing/GTM | 26 | 36 | 37 | 16 | 17 | 26 |
| Fundraising | 13 | 23 | 28 | 13 | 9 | 20 |
| Regulatory | 15 | 27 | 31 | 16 | 10 | 25 |
| Data/AI | 18 | 35 | 35 | 19 | 10 | 28 |
| Hardware | 26 | 32 | 32 | 21 | 15 | 26 |
| Clinical | 22 | 33 | 24 | 20 | 11 | 31 |
| Ops | 17 | 27 | 27 | 12 | 9 | 22 |
| Design | 29 | 34 | 34 | 28 | 14 | 30 |
| Finance | 25 | 41 | 38 | 20 | 13 | 34 |
Suggested peer matches
Top 3 gap-filling peers per venture · 232 at-risk
Caledonia Softwareat-risk
Angus Fraser · Early Revenue · North East Scotland
Mentor disengagedHiring stalled
Net Zero Technology Centre TechX
Fraser Cameron90
RegulatorySalesDesign
Heather Scott83
SalesHardwareDesign
Freya MacDonald76
SalesOpsRegulatory
Lumen Roboticsat-risk
Angus Thomson · Early Revenue · North East Scotland
Runway < 3 months
Michelin Scotland Innovation Parc
Alistair Fraser77
Data/AIRegulatoryProduct
Lewis MacDonald77
Data/AIDesignMarketing/GTM
Fraser Scott77
Marketing/GTMDesignData/AI
Shetland Roboticsat-risk
Callum Anderson · MVP · North East Scotland
Hiring stalled
Michelin Scotland Innovation Parc
Heather Hamilton80
DesignOpsFundraising
Calum Cameron80
Marketing/GTMDesignEngineering
Scott Ferguson77
ProductFundraising↔ Education
Edinburgh Gridat-risk
Scott Stewart · MVP · North East Scotland
Regulatory blockerSales cycle elongating
Abertay cyberQuarter
Alistair Fraser93
Data/AIRegulatoryProduct
Duncan Scott90
Data/AIHardwareFinance
Angus Murray85
SalesFinanceDesign
Shetland AIat-risk
Angus MacLeod · MVP · North East Scotland
Technical debt — slow shipping
Abertay cyberQuarter
Alistair Fraser91
Data/AIRegulatoryHardware
Duncan Scott89
Data/AIHardwareFinance
Hamish Cameron85
ClinicalSalesHardware
Lothian OSat-risk
Lewis Ferguson · Early Revenue · North East Scotland
No paying customersPivoting — unclear ICPTechnical debt — slow shipping
Abertay cyberQuarter
Iona Scott90
EngineeringData/AIFinance
Duncan Scott85
Data/AIHardwareFinance
Alistair Fraser77
Data/AIRegulatoryHardware
Glasgow Dataat-risk
Hamish Hamilton · MVP · North East Scotland
Founder solo
Abertay cyberQuarter
Alistair Fraser85
Data/AIRegulatoryProduct
Fraser Ferguson78
ProductClinicalFinance
Gregor Cameron75
Marketing/GTMOpsSales
Harris Healthat-risk
Alistair Fraser · MVP · North East Scotland
No paying customersRegulatory blockerRunway < 3 months
Abertay cyberQuarter
Angus Murray80
SalesFinanceDesign
Iona Scott78
EngineeringFinanceOps
Angus MacLeod73
EngineeringDesign↔ Education
Dundee Logicat-risk
Scott Murray · MVP · North East Scotland
No paying customersRegulatory blockerSales cycle elongating
Abertay cyberQuarter
Alistair Fraser81
Data/AIRegulatory↔ Education
Duncan Scott79
Data/AIFinance↔ Education
Gregor Cameron78
Marketing/GTMOpsSales
Loch Digitalat-risk
Finlay Reid · MVP · Glasgow
Pivoting — unclear ICPNo paying customers
BioCity Glasgow
Callum Reid85
Data/AIOpsProduct
Fiona Murray78
SalesData/AIOps
Fraser Fraser75
SalesMarketing/GTMFinance
Edinburgh Nanoat-risk
Callum Reid · Early Revenue · Glasgow
Sales cycle elongatingHiring stalled
BioCity Glasgow
Finlay Reid89
RegulatoryDesignClinical
Fraser Fraser76
SalesMarketing/GTM↔ Fintech / Payments
Finlay Hamilton76
Marketing/GTMSalesFundraising
Loch Energyat-risk
Fiona Murray · Early Revenue · Glasgow
Co-founder churn
BioCity Glasgow
Finlay Reid85
RegulatoryDesignClinical
Heather Robertson78
DesignFinanceClinical
Fiona Anderson76
HardwareEngineeringDesign
Clyde Gridat-risk
Freya MacDonald · MVP · Edinburgh and Lothians East
Regulatory blockerCo-founder churnPivoting — unclear ICP
Edinburgh BioQuarter
Heather Murray93
EngineeringMarketing/GTMData/AI
Kirsty Hamilton90
OpsEngineeringClinical
Fiona Reid86
RegulatoryOpsEngineering
Harris Gridat-risk
Gregor Ferguson · Early Revenue · Edinburgh and Lothians East
Mentor disengagedHiring stalled
Bayes Centre / Data-Driven Innovation
Fraser Stewart93
Data/AIEngineeringProduct
Heather Hamilton84
Data/AIFundraisingEngineering
Skye Ferguson84
Data/AIEngineeringSales
Orkney Mobilityat-risk
Gregor Ferguson · Early Revenue · Edinburgh and Lothians East
Technical debt — slow shipping
Bayes Centre / Data-Driven Innovation
Fraser MacDonald84
ProductEngineeringFinance
Heather Murray83
FinanceSalesEngineering
Lewis Scott80
OpsProductSales
Tay Cloudat-risk
Hamish Campbell · MVP · Edinburgh and Lothians East
Sales cycle elongatingTechnical debt — slow shippingHiring stalled
FinTech Scotland Innovation Cluster
Fiona Reid90
RegulatoryOpsEngineering
Angus MacLeod84
FundraisingData/AIHardware
Callum Cameron76
OpsHardwareProduct
Shetland Cloudat-risk
Angus Cameron · Early Revenue · Edinburgh and Lothians East
Co-founder churnRegulatory blocker
FinTech Scotland Innovation Cluster
Fiona Reid88
RegulatoryOpsEngineering
Emily Thomson85
RegulatoryMarketing/GTMOps
Isla Anderson85
SalesEngineeringMarketing/GTM
Nova Roboticsat-risk
Lewis Reid · Early Revenue · Edinburgh and Lothians East
No paying customersHiring stalled
CivTech GovTech Challenge Track
Sophie Stewart86
RegulatoryProductFinance
Heather Murray85
FinanceSalesEngineering
Skye Murray84
HardwareRegulatoryMarketing/GTM
Clyde AIat-risk
Mhairi Anderson · MVP · Edinburgh and Lothians East
Sales cycle elongating
CivTech GovTech Challenge Track
Hamish Ferguson88
FundraisingHardwareMarketing/GTM
Freya Ferguson80
Marketing/GTMFundraisingHardware
Skye Scott76
SalesMarketing/GTMClinical
Nova Nanoat-risk
Eilidh MacDonald · MVP · Edinburgh and Lothians East
Founder soloSales cycle elongating
CivTech GovTech Challenge Track
Fiona Reid85
RegulatoryOpsEngineering
Finlay MacDonald84
FundraisingSalesOps
Mhairi Anderson84
Data/AIFinanceOps
Glasgow Healthat-risk
Iona MacLeod · Early Revenue · Glasgow
Co-founder churnRegulatory blocker
Industrial Biotechnology Innovation Centre
Alistair Scott81
EngineeringData/AIMarketing/GTM
Iona MacLeod78
RegulatoryFinanceHardware
Eilidh Hamilton76
RegulatoryHardwareMarketing/GTM
Leith Labsat-risk
Euan Robertson · MVP · Glasgow
Founder soloRegulatory blocker
Sustainable Ventures Scotland
Finlay MacLeod90
FinanceOpsData/AI
Alistair Murray85
SalesClinicalFinance
Hamish Campbell79
SalesDesignMarketing/GTM
Inverness Digitalat-risk
Alistair Murray · MVP · Glasgow
Hiring stalledCo-founder churn
Sustainable Ventures Scotland
Sophie Campbell83
DesignMarketing/GTMRegulatory
Euan Robertson80
RegulatoryProductHardware
Finlay Hamilton78
Marketing/GTMFundraisingHardware
Saltire Digitalat-risk
Sophie Campbell · MVP · Glasgow
Technical debt — slow shippingNo paying customers
Sustainable Ventures Scotland
Alistair Murray88
SalesClinicalFinance
Finlay MacLeod87
FinanceOpsData/AI
Finlay MacDonald77
FundraisingSalesOps
Loch Labsat-risk
Scott Cameron · MVP · Edinburgh and Lothians East
Co-founder churnPivoting — unclear ICP
Venture Builder Incubator — University of Edinburgh
Freya Stewart78
RegulatorySalesOps
Heather Reid78
Marketing/GTMOpsProduct
Fraser MacDonald78
ProductEngineeringDesign
Thistle Senseat-risk
Freya Fraser · MVP · Edinburgh and Lothians East
No paying customers
Venture Builder Incubator — University of Edinburgh
Lewis Stewart93
Data/AIFinanceFundraising
Fraser MacDonald91
ProductEngineeringFinance
Sophie Stewart89
RegulatoryProductFinance
Highland Roboticsat-risk
Lewis Stewart · Validation · Edinburgh and Lothians East
Founder soloMentor disengaged
Venture Builder Incubator — University of Edinburgh
Freya Stewart80
RegulatorySalesOps
Fraser MacDonald80
ProductEngineeringDesign
Euan MacDonald76
EngineeringOpsProduct
Shetland Nanoat-risk
Callum Hamilton · MVP · Edinburgh and Lothians East
Co-founder churnFounder solo
Venture Builder Incubator — University of Edinburgh
Lewis Stewart94
Data/AIFinanceFundraising
Scott Cameron92
HardwareFinanceData/AI
Fraser MacDonald92
ProductEngineeringFinance
Thistle Gridat-risk
Skye Ferguson · Idea · Edinburgh and Lothians East
Founder soloNo paying customersPivoting — unclear ICP
Venture Builder Incubator — University of Edinburgh
Sophie Stewart85
RegulatoryProductFinance
Lewis Stewart80
FinanceFundraisingMarketing/GTM
Freya Stewart78
RegulatoryFinanceOps
Lothian Softwareat-risk
Ross Thomson · Idea · Edinburgh and Lothians East
Hiring stalled
Venture Builder Incubator — University of Edinburgh
Catriona Reid86
HardwareData/AIMarketing/GTM
Lewis Stewart83
Data/AIFundraisingMarketing/GTM
Skye Ferguson83
Data/AISalesHardware
Edinburgh OSat-risk
Hamish Murray · Validation · Edinburgh and Lothians East
Founder soloMentor disengaged
Converge Scotland
Ailsa Ferguson89
Data/AIClinicalHardware
Kirsty Reid88
SalesProductDesign
Morag Ferguson84
ClinicalSalesDesign
Forth Gridat-risk
Sophie Robertson · Validation · Edinburgh and Lothians East
Regulatory blocker
Converge Scotland
Freya Ferguson84
RegulatoryOpsMarketing/GTM
Euan MacDonald83
EngineeringOpsProduct
Alistair Murray83
EngineeringData/AIClinical
Glasgow Senseat-risk
Callum Hamilton · Idea · Edinburgh and Lothians East
Hiring stalled
Converge Scotland
Ailsa Ferguson80
Data/AIClinicalHardware
Calum Reid78
Data/AIFinanceMarketing/GTM
Morag Ferguson75
ClinicalDesignFinance
Leith Labsat-risk
Ailsa Campbell · Idea · Edinburgh and Lothians East
Regulatory blocker
Converge Scotland
Calum Reid88
SalesData/AIFinance
Ailsa Ferguson87
Data/AIHardwareSales
Morag Ferguson82
SalesDesignFinance
Ben Worksat-risk
Ailsa MacLeod · Validation · Edinburgh and Lothians East
Mentor disengagedRunway < 3 months
Converge Scotland
Freya Ferguson80
RegulatoryOpsMarketing/GTM
Ailsa Ferguson79
Data/AIClinicalHardware
Gregor Ferguson78
ClinicalEngineeringHardware
Caledonia Cloudat-risk
Finlay Hamilton · MVP · Edinburgh and Lothians East
Co-founder churnHiring stalledNo paying customers
Converge Scotland
Fiona Reid86
RegulatoryOpsEngineering
Alistair Murray86
EngineeringData/AIClinical
Callum Cameron85
OpsHardwareProduct
Stirling Techat-risk
Fiona Stewart · Idea · Edinburgh and Lothians East
Hiring stalledCo-founder churn
Converge Scotland
Ailsa Ferguson90
Data/AIClinicalHardware
Kirsty Reid78
SalesProductDesign
Sophie Fraser76
RegulatoryDesignData/AI
Lumen Digitalat-risk
Eilidh Robertson · Idea · Edinburgh and Lothians East
Technical debt — slow shippingRegulatory blockerMentor disengaged
Edinburgh Innovations
Kirsty Hamilton86
Marketing/GTMDesignEngineering
Fiona Anderson80
HardwareEngineeringDesign
Ross Reid80
OpsDesignData/AI
Shetland AIat-risk
Eilidh Cameron · Validation · Edinburgh and Lothians East
Sales cycle elongatingHiring stalledRunway < 3 months
Edinburgh Innovations
Fiona Anderson87
HardwareEngineeringDesign
Euan MacDonald86
EngineeringProductRegulatory
Kirsty Hamilton86
Marketing/GTMDesignEngineering
Stirling Mobilityat-risk
Ruaridh Robertson · MVP · Edinburgh and Lothians East
Hiring stalledRunway < 3 monthsMentor disengaged
Edinburgh Innovations
Fiona Anderson85
HardwareDesignFinance
Ross Reid85
OpsDesignData/AI
Euan MacDonald84
OpsProductRegulatory
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