Token Model Design
Utility mapping, supply mechanics, emission schedules, burn mechanisms.
Scope
Core Capabilities
Vesting & Cliff Structures
Investor, team, and ecosystem schedules built for long-term alignment.
Liquidity Strategy
DEX seeding, market maker coordination, protocol-owned liquidity.
Economic Modelling
Quantitative simulation of token flows, inflation pressure, demand drivers.
Token Launch Strategy
IDO/IEO planning, exchange listing strategy, community distribution.
Governance Design
DAO structures, voting mechanics, on-chain governance frameworks.
Four engagements
Our Tokenomics Services
A tokenomics model that looks clean in a spreadsheet often breaks in production.
- Cascading unlocks trigger sell pressure.
- Incentive loops reward the wrong behavior.
- A supply schedule quietly classifies the token as a security.
Most founders find out after launch, when fixing it is expensive and public.
Tokenomics Audit
Find out what breaks your Tokenomics before the market does
Blockphrase conducts a tokenomics audit: an independent review of your token’s economic model, i.e. supply schedule, vesting, emissions, and incentive mechanics, designed to catch failure points before they surface in a live market. Our audits also include a MiCA classification check against the substance-over-form test, so regulatory risk is identified alongside economic risk.
Tokenomics Design & Modelling
Token economies built to survive contact with real markets
Tokenomics design covers the full economic architecture of a token: utility, supply schedule, vesting, and incentive mechanisms. Blockphrase builds each of these as one integrated system rather than separate documents, and checks the resulting model against regulatory classification (MiCA, VARA, RBI/SEBI, MAS) requirements before the design is finalized, such that compliance isn’t a redesign step later.
Tokenomics Simulations
Know how the token behaves before the market tests it for you
Tokenomics simulation uses stochastic and deterministic modelling to test how a token economy behaves under real market conditions, considering volatility, low liquidity, and coordinated sell pressure, rather than relying on a single base-case projection. Blockphrase runs Python-based simulations across multiple scenarios and delivers a report with specific, actionable parameter adjustments.
AI Model Token Economics
Know What Your AI Product Actually Costs to Run
AI model token economics applies economic modelling to a different kind of token: the tokens your AI product consumes on every inference call. Blockphrase forecasts inference cost against usage growth, builds unit economics per user or feature, and identifies where model selection or prompt efficiency reduces spend: the same rigor we apply to on-chain tokenomics, applied to LLM cost management.
Insights
Related Research
Tokenomics9 min read
Tokenomics Audit Checklist: 9 Areas to Review
What a tokenomics audit checks across nine areas, from supply, unlocks and market making to governance and MiCA or VARA classification, with red flags.
Tokenomics8 min read
Token Vesting: Designing Unlocks That Hold
Why large token unlocks pressure prices, what Keyrock's study of 16,000+ unlocks found, and how to design cliffs, linear vesting and calendars that hold.
Tokenomics7 min read
A 5-Step Framework for Designing Token Economics That Survive Regulators and Bear Markets
Regulators across MiCA, VARA, and CBB are now mandating token economic models before any licence is granted. Here's a rigorous framework for designing tokenomics that hold up under scrutiny — and under market pressure.
Regulatory Compliance7 min read
The 5-Step Token Design Framework Every Serious Builder Needs Before Launch
Regulators under MiCA, VARA, and CBB now require documented token economic models for VA and VASP licences. Here is the 5-step framework that separates engineered token economics from speculative noise.
Common questions
What people ask before they call.
Tokenomics is the economic design of a token: its utility, supply mechanics, emission schedule, vesting, incentives, liquidity and governance. Most token designs are optimized for a launch-day chart. Blockphrase designs these elements to hold under real market pressure a year after launch, not just on launch day.
Four: tokenomics audit, tokenomics design and modelling, tokenomics simulations (stress testing), and AI model token economics for LLM-based products. The audit independently reviews a token’s economic model, design builds it as one integrated system, simulations test it under real market conditions, and AI model token economics forecasts inference cost against usage growth.
Cascading unlocks trigger sell pressure, incentive loops reward the wrong behavior, or a supply schedule quietly classifies the token as a security. A tokenomics model that looks clean in a spreadsheet often breaks in production. Most founders find out after launch, when fixing it is expensive and public.
A report, a model or a strategy, depending on the engagement. An audit ends in a written report ranked by severity. Design hands over a token model built as one system. Simulations produce a visualized report with specific parameter changes. AI model token economics delivers a cost optimization strategy, unit economics analysis and a token spend monitoring framework.
Let’s See If We’re the Right Fit
We take on a limited number of engagements at a time to keep advisory quality high. A short scoping call tells us both, quickly, whether this is a fit.