Token-aware financial modeling
Integrating token mechanics with operating and capital planning for clearer financial decisions.
Token-aware financial modeling extends traditional financial modeling to account for token economics, on-chain activity, and non-equity funding structures. For Web3 businesses, standard models often fail to capture how tokens affect runway, incentives, governance, and long-term value creation. We build models that integrate token dynamics with operating fundamentals, giving founders and stakeholders a clear, defensible view of financial performance under real-world conditions.
This capability is essential for teams managing both fiat and token resources, planning capital strategy, or communicating with investors and partners who expect discipline alongside innovation. By grounding token mechanics in rigorous financial planning, token-aware modeling supports better decisions, clearer expectations, and more credible execution as Web3 businesses scale.
Token-aware financial modeling brings discipline and clarity to token-enabled business models, supporting better decisions around runway, capital strategy, and stakeholder communication.
Token Economics & Mechanics
Token supply, issuance, and vesting schedules
Emissions, incentives, and unlock dynamics
Interaction between on-chain activity and operating assumptions
Runway & Capital Planning
Integrating token resources with fiat runway
Scenario modeling for issuance, burns, and incentives
Evaluating trade-offs between equity, tokens, and operating spend
Investor & Stakeholder Clarity
Communicating token dynamics to investors and partners
Supporting fundraising, governance, and strategic discussions
Creating defensible, auditable models for diligence
Together, these models provide a unified view of operating performance, token dynamics, and capital planning. They are designed to support internal decision-making as well as external conversations with investors, partners, and boards.