Follow-up: ABNI/Bliss/Dustin

Attendees: Dustin J Ross, Bliss Perry, Joe Malchow Date: March 18, 2026 Type: Partner Session

Summary

Project Pivot & Strategic Direction

  • Shifted from compliance-focused approach to “shiny object” strategy
    • Steve Blank advised: build macroeconomic semiconductor simulation first
    • Get attention with compelling demo, then discover customer needs
    • Ann from Floodgate: build 10 versions in AI era, see what resonates
  • Focus on probabilistic supply chain resilience modeling vs binary “China/no-China” certification
    • Show impact of removing China: 15% price increase but no volume limits
    • More nuanced than simple compliance box-checking

Customer Segmentation Strategy

  • Target downstream electronics companies (75th percentile in supply chain)
    • Auto tier-2 companies (Magna, Delphi)
    • Networking/communications electronics
    • Aerospace companies
    • Consumer electronics tier-2
  • Avoid semiconductor fabs initially due to:
    • Limited players (TSMC, Samsung, Intel)
    • Currently in boom cycle (less motivated to optimize)
    • Difficult initial penetration
  • Electronics companies have more pain, authority to request supplier data

Data Acquisition Approach

  • Use downstream customers as data requesters to upstream suppliers
    • Create tenant-specific portals (e.g., “Toyota supply chain system”)
    • Leverage customer authority to onboard suppliers
    • Build federated multi-tenant model
  • Insurance angle: parametric policies based on supply chain indexes
    • Hedge fund connection: offset portfolio risk via prediction markets

Key Industry Connections & Next Steps

  • Nick Santhanam (ex-McKinsey semiconductors, now investor in Los Altos)
    • Had stroke but mentally sharp, has team
    • Can provide industry connections and customer introductions
  • Kogan (Bergelman’s co-instructor) - father of GSB classmate dating his son
  • Tyler Goodspeed (Chief Economist at ExxonMobil) for trading house insights
  • Applied Materials connection through Steve Blank consulting relationship

Geopolitical Context Discussion

  • Iran situation analysis with Ali’s perspective
    • Current regime promoting Arabic over Persian culture
    • Population exodus to Europe/US/Dubai
    • Abbas Milani’s evolved stance on foreign intervention
  • McMaster’s assessment: Iran has 3 weeks of munitions at current rate
  • Supply chain implications of sovereign manufacturing push globally

Academic Collaboration Plans

  • Co-list class between Engineering and GSB next year
    • 40 students: 10 GSB, 30 Engineering (4-person teams)
    • Application-based admission, smaller cohort (vs current 60)
    • Bergelman willing to sponsor from Engineering side
    • Eventually evolve to startup-focused format like Lean Launchpad

Competitive Landscape Insights

  • Gravity Climate as model for data aggregation approach
    • Energy/carbon auditing with supplier data requests
    • Dual purpose: regulatory compliance + cost optimization
  • Distributors (Arrow, Future Electronics) as potential strategic wedge
    • Handle exotic/low-volume components
    • Tough trading business but good data position

Technical Implementation Notes

  • Digital twin concept using AI for probabilistic modeling
  • Palantir Foundry as potential platform for customer implementations
  • Focus on ontology creation, not just raw data aggregation
  • Real-time commercial flow vs East Coast consulting approach

Revenue Model Evolution

  • Move from cost-reduction to revenue-generation product
  • Provenance certification for government procurement advantage
  • Supply chain resilience as competitive differentiator
  • Insurance/hedging products as ultimate monetization

Next Steps

  • Return April 6th with practical action plan
  • Focus on electronics industry landscape research
  • Identify specific target customers in 75th percentile segment
  • Leverage provided connections for customer discovery interviews
  • Continue Steve Blank mentorship relationship