Finance Manager

Role Overview
The Finance Manager will architect and manage the financial engine that supports LIBBi's multi-layered revenue model and rapid scale.
This is not a traditional bookkeeping role.
This role is responsible for:

• Financial strategy

• Revenue modeling

• Cost optimization (especially AI / LLM / API usage)

• Forecasting platform growth

• Marketplace revenue governance

• Enterprise contract financial structuring

• Profitability optimization across execution layers
You will help build the financial operating system behind the AI operating system.
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Key Responsibilities
Financial Strategy & Planning

• Develop short- and long-term financial models

• Forecast revenue across multiple streams:

• Enterprise licensing

• Usage-based AI billing

• Marketplace task sales

• Workforce revenue share

• Partner agreements

• Model contribution margin by prod...