Investment analysis beyond price.
We examine possible returns alongside the market, structural and operating risks required to earn them. The framework remains under development and does not describe an available investment product.
Where returns arise.
Income and liquidity
The draft framework begins with stable-asset income rather than an advertised yield. Protocol history, security arrangements, collateral quality, stablecoin exposure, withdrawal conditions and concentration all matter. A hedged position introduces additional funding, basis, margin and liquidation risks; a near-zero market delta does not make it risk-free.
Systematic strategies
Automated trading is not currently used in the Asthate AM framework. It remains a separate research area, not a source of represented current performance. Any future use would require limits on deployed capital and losses, an explicit stop process, and review of execution quality across market regimes. Rules make decisions repeatable; they do not make losses impossible.
Selective investing
The strategic sleeve contemplated in the draft is limited to unlevered spot positions supported by a documented thesis. Liquidity, token supply and unlocks, governance, security and the price paid must be examined before entry. The case should also define what would trigger reduction or exit. An absence of suitable opportunities is a reason to hold no position.
From individual positions to a portfolio.
A collection of attractive positions may still be one concentrated risk.
The internal allocation draft places income and liquidity work at the centre. Automated trading is currently assigned no Asthate AM capital in that draft; strategic investing is a limited, conditional sleeve. The stated ranges are planning limits, not a live portfolio, public target allocation or investment commitment.
Construction begins by defining the exposure each position introduces. A nominally diversified set of holdings may depend on the same stablecoin issuer, exchange, custodian, blockchain, oracle or source of market liquidity.
Position sizing therefore cannot rely on price volatility alone. It should consider correlation in adverse conditions, the ability to reduce exposure, the reliability of the valuation and the consequences of a common dependency failing.
Where assumptions cannot be measured with confidence, the uncertainty should be documented. It should not be hidden inside a single portfolio percentage.
Define what can be lost and why.
- Market exposure
- Review gross and net positions, leverage, volatility, basis and drawdown. A small net exposure can coexist with substantial gross risk.
- Counterparty & custody
- Identify who controls assets, where claims sit, how collateral is held and what happens if a service provider or issuer fails.
- Liquidity
- Consider the time, cost and contractual ability to leave a position under ordinary and stressed conditions.
- Valuation
- Distinguish observed market prices from estimates, modelled values and instruments whose value depends on underlying assets.
- Operational exceptions
- Record missing data, failed reconciliations and unusual movements. An unresolved difference is a risk item, not a cosmetic reporting problem.
The categories describe the research and oversight framework under development. They are not a representation that an independent risk function or external fund controls are currently in place.
Records before reporting.
A portfolio report should begin with a traceable record of holdings and flows. Units held and the price assigned to them are separate facts. Deposits and transfers need different treatment from investment income. A position with no reliable price should not acquire one merely to complete a dashboard.
Astha Ledger is the application used in this development work. The valuation methodology note explains several design choices, including the treatment of receipt tokens and unavailable prices.
Any future external capital arrangement would need its own documented legal entity, custody, valuation, reporting and governance arrangements. The website does not imply those arrangements already exist.
The method behind the numbers.
Read a specific note on digital asset valuation and the limits of a displayed balance.
Read the note