Lighthouse AI: Amplifying human judgment.

Lighthouse AI is Arconic’s proprietary signal-led investment engine, built on deep venture experience and expertise to discover, evaluate, and support category-defining companies faster and smarter.

Lighthouse AI is Arconic’s proprietary signal-led investment engine, built on deep venture experience and expertise to discover, evaluate, and support category-defining companies faster and smarter.

Ecosystem Coverage

Lighthouse AI combines data from many sources and uses predictive models to assess founder experience, market conditions, and business traction. The models capture complex patterns, benchmark performance, and highlight key features for a sharper, data-driven view of founder success.

This complements judgment and relationships by helping spot opportunities earlier, engage founders sooner, and build stronger partnerships.

Lighthouse AI combines data from many sources and uses predictive models to assess founder experience, market conditions, and business traction. The models capture complex patterns, benchmark performance, and highlight key features for a sharper, data-driven view of founder success.

This complements judgment and relationships by helping spot opportunities earlier, engage founders sooner, and build stronger partnerships.

Startups

Mapping the Australian startup ecosystem

Founders

Data on entrepreneurial talent and emerging operators

VCs

Intelligence to build smarter syndicates and networks

Strategic corporates

Insights into enterprise demand and adoption

Startups

Mapping the Australian startup ecosystem

Founders

Data on entrepreneurial talent and emerging operators

VCs

Intelligence to build smarter syndicates and networks

Strategic corporates

Insights into enterprise demand and adoption

  1. Startups

    Mapping the Australian startup ecosystem

  2. Founders

    Data on entrepreneurial talent and emerging operators

  3. VCs

    Intelligence to build smarter syndicates and networks

  4. Corporates

    Insights into enterprise demand and adoption

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1. Sourcing Agent

Scans 1m+ signals to identify early opportunities.

AI Agents Across the Investment Lifecycle

Lighthouse AI applies intelligent automation at each key stage of the investment process:

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3

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1. Sourcing Agent

Scans 1m+ signals to identify early opportunities.

AI Agents Across the Investment Lifecycle

Lighthouse AI applies intelligent automation at each key stage of the investment process:

6

3

5

2

4

1. Sourcing Agent

Scans 1m+ signals to identify early opportunities.

AI Agents Across the Investment Lifecycle

Lighthouse AI applies intelligent automation at each key stage of the investment process:

Benefit

Arconic trains ML models on millions of data points and builds AI-driven tools that automate parts of sourcing and diligence. This gives us sharper visibility on what matters most when backing early-stage companies.

Identifying fast-emerging startups before others

Identifying fast-emerging startups before others

Spotting early customer traction and adoption signals

Spotting early customer traction and adoption signals

Understanding founder strengths and team execution risk

Understanding founder strengths and team execution risk

Mapping investor and corporate networks that accelerate growth

Mapping investor and corporate networks that accelerate growth

Why it matters

By embedding AI across sourcing, diligence, and portfolio support, we can:

Make investment decisions faster and with more confidence

Meet the right founders earlier in their journey

Focus more time on helping companies grow, not manual tasks

Support bold bets with deeper conviction

Why it matters

By embedding AI across sourcing, diligence, and portfolio support, we can:

Make investment decisions faster and with more confidence

Meet the right founders earlier in their journey

Focus more time on helping companies grow, not manual tasks

Support bold bets with deeper conviction

Why it matters

By embedding AI across sourcing, diligence, and portfolio support, we can:

Make investment decisions faster and with more confidence

Meet the right founders earlier in their journey

Focus more time on helping companies grow, not manual tasks

Support bold bets with deeper conviction