VCs will be using more machine learning technology to source and process deals going forward:
- Spot market gaps and trends. Avoid missing any opportunities, meet companies earlier to build relationships
- Better portfolio management (tracking and follow-on financing and exit planning)
- Match co-investors to new investments and portfolio follow on rounds
- Competitor intelligence
- Find potential acquirers and IPOs - exit planning
- More accurate pricing/valuation models
- Predict likelihood of startup success (shut down, raise next round, IPO/trade sale etc.)
- People database, traits of potential founders
If you are interested to discuss about this or share what you are doing around this topic, please email me, I love to chat.
List of VCs that employ machine learning to their deal process
Exhaustive list - https://www.techfor.vc/data-driven-vcs/
AI Based
Quantum Light Capital* (new)
Connectic Ventures
Early Bird VC
EQT Ventures
Rocketship.vc
MorphAIs
Correlation Ventures
Data-Driven
Telstra Ventures
Speedinvest
645 Ventures
IBB Ventures
Balderton Capital
Backed VC
btov Partners
Tribe Capital
Goodwater Capital
Google Ventures
WR Hambrecht+Co/Growth Science
Project A
Hone Capital
InReach Ventures
Fly Ventures
Signalfire
WR Hambrecht+Co/Growth Science
Project A
Hone Capital
InReach Ventures
Fly Ventures
Signalfire
Moonfire Ventures
Equiam
Drive Capital - Herbie
Companies in this Space
Specter
Resources - Nice read to see what the future might look like in venture capital fund management
Venture capital in an age of algorithms
The Rise of Intelligent and Data-Driven Venture Investing
Data-driven investing: Why 'gut feel' may no longer be good enough | PitchBook
VCs double down on data-driven investment models
Could a 'Moneyball' approach help VCs improve their success rate?
The Rise of Intelligent and Data-Driven Venture Investing
Data-driven investing: Why 'gut feel' may no longer be good enough | PitchBook
VCs double down on data-driven investment models
Could a 'Moneyball' approach help VCs improve their success rate?
The Rise of Algorithmic VC
InReach Ventures' Tech Stack
Artificial intelligence is guiding venture capital to start-ups
Don't Find Us, We'll Find You - How A VC Is Using AI To Locate Investments
Capital as a Service
The Rise of Intelligent and Data-Driven Venture Investing
Data-driven investing: Why 'gut fee;' may no longer be good enough
Could algorithms help create a better venture capitalist?
InReach Ventures' Tech Stack
Artificial intelligence is guiding venture capital to start-ups
Don't Find Us, We'll Find You - How A VC Is Using AI To Locate Investments
Capital as a Service
The Rise of Intelligent and Data-Driven Venture Investing
Data-driven investing: Why 'gut fee;' may no longer be good enough
Could algorithms help create a better venture capitalist?
Academic Research Papers
New Paper - The Impact of Artificial Intelligence on the Investment Decision Process in Venture Capital Firms (PDF available - Payable)
Picking Winners: A Data Driven Approach to Evaluating
the Quality of Startup Companies 1706.04229.pdf
Quantitative VC: A New Way to Growth https://www.scinapse.io/papers/2094393697
Quantitative VC: A New Way to Growth https://www.scinapse.io/papers/2094393697
Coming up Soon > Ranking of the Funds Above