This panel was hosted by Siddhant Masson, co-founder and CEO of Wokelo AI, and featured Nicolas
Sauvage (TDK Ventures), Raj Singh (JLL Spark) and Mike Smeed (InMotion Ventures), offering
practitioner perspectives from both corporate venture investors and infrastructure builders.
- CVC infrastructure extends beyond traditional VC tooling. Alongside core functions (deal
sourcing, diligence, fund admin and exits), CVCs require systems to connect portfolio
companies with the parent organisation, facilitating pilots, commercial agreements and
strategic value creation. - The ability to deliver strategic value to the parent company is increasingly central. Startups
partner with CVCs not just for capital but for access to corporate capabilities, making internal
integration infrastructure critical. - AI adoption is strongest at the top of the funnel. Tools are widely used for sourcing, scouting
and CRM enrichment, while later-stage processes (legal, compliance) involve moving closer to skilled personnel within the corporate. - Data quality is emerging as a key competitive advantage. Systematic capture of meeting
notes and insights over time enables proprietary pattern recognition, with AI increasingly
used to extract value from these internal datasets. - Security and confidentiality remain major factors in AI deployment. Firms are segmenting
data access, applying strict permissioning and isolating sensitive portfolio information to
avoid breaches, particularly under NDA constraints. - Build versus buy decisions are shaped by team size and resources. Lean CVC teams favour
flexible, external tools due to lower switching costs, while larger platforms may invest in
internal tooling to leverage proprietary data. - Maintenance, reliability and governance concerns can limit internal builds. AI tools’ probabilistic
nature introduces risk of mistakes, making trusted third-party providers attractive. - AI’s role in portfolio support is expanding. Use cases could include matching portfolio companies
with relevant investors based on historical interactions, automating introductions and
enhancing capital-raising processes. - The basis of competitive advantage in venture is shifting. As software becomes easier to
replicate, differentiation increasingly lies in data, relationships, distribution and historical
insight—areas where CVCs are structurally advantaged.
This summary was generated by AI and lightly edited by GCV staff.
