Precious metals, with institutional record-keeping
Gold, silver, platinum and palladium with storage, vault and ETF look-through tracking.
Precious metals investing combines physical custody with paper exposure. A typical allocation sits across vaulted bullion, allocated and unallocated accounts and ETF positions, each with different counterparty risk and tax treatment. Most allocators track this in spreadsheets that lose the look-through. Reuben AI provides structured tracking of physical and paper exposure, vault and counterparty risk, storage costs and inflation-hedge attribution within the broader portfolio.
Why this asset class needs a different operating model
Physical and paper are not the same. Allocated bullion, unallocated accounts and ETFs each carry different counterparty risk. Treating them as a single exposure misses real differences.
Vault and counterparty risk is real. Storage venue, allocation status and counterparty creditworthiness all affect realisable value in stress scenarios.
Storage costs are recurring drag. Vault fees, insurance and administration costs erode returns. Net realised yield needs to be tracked separately from headline price exposure.
Inflation-hedge attribution matters. Precious metals often sit in portfolios as inflation hedge. Realised hedging effectiveness needs structured measurement, not assumption.
How Reuben AI covers it
Physical and paper exposure tracking
Allocated bullion, unallocated accounts and ETF positions tracked separately with counterparty, vault and look-through documented per holding.
Vault and counterparty monitoring
Storage venues, custodians and counterparties tracked structurally with concentration limits and counterparty credit surveillance.
Storage cost attribution
Vault fees, insurance and administration costs attributed per holding with net realised yield computed continuously.
Inflation-hedge measurement
Realised hedging effectiveness measured against portfolio inflation exposure with rolling correlation and attribution analytics.
Institutional reporting
Custody confirmations, audit-ready position reports and investor-facing exposure summaries generated from the same physical and paper data.
How Precious Metals is scored
Precious Metals is one of the platform's 68 native asset classes and is scored on its own rubric rather than through a sub-asset overlay. Twelve of the 68 native classes work this way: the deal population is structurally homogeneous enough that a single criteria set, document checklist and key term schema covers it without slicing further.
That keeps intake simple. Every precious Metals opportunity is asked the same questions, extracted against the same key term fields, and compared against the same rubric, so the scoring is directly comparable across your whole precious Metals book from the first deal onwards.
The diligence record a precious Metals deal produces
Every precious Metals opportunity that moves through Reuben AI leaves a structured record rather than a folder of documents and a memo. The rubric score is stored with the criteria that produced it, each extracted key term is stored with the clause and page it came from, and every flag is stored with the reason it fired and who cleared it.
The practical effect is that the investment committee paper, the LP report line and the audit trail are all reading the same underlying record. When an LP asks in year three why a precious Metals position was underwritten the way it was, the answer is retrieved, not reconstructed.
- Rubric score with the criteria and weights that produced it
- Key terms extracted with a clause-level source reference
- Risk flags with the trigger, the owner and the resolution
- Comparison against prior deals in the same asset class
- Investment committee pack generated from the stored record
- An immutable trail of who changed what and when
What this means for fund operations
Precious Metals sits as a core allocation for Family Office mandates, and is adjacent or opportunistic for 2 of the other fund types the platform serves.
That matters operationally because most funds do not hold precious Metals alone. The moment a portfolio spans more than one asset class, comparability becomes the constraint: a position scored on a bespoke precious Metals spreadsheet cannot be ranked against a position scored somewhere else. Running precious Metals on the same rubric engine as the rest of the book removes that break.
Reporting inherits the same property. Portfolio monitoring, valuation cadence, capital account movement and LP reporting all draw from the single stored record, so a precious Metals position appears in the quarterly pack on the same basis as every other holding, with the same evidence behind it.
Relevance by fund type
VC
Niche
PE
Niche
Private Credit
Niche
Growth Equity
Niche
Hedge Fund
Adjacent
Infrastructure
Niche
Family Office
Core
Emerging
Niche
CVC
Niche
Institutional
Opportunistic
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Full coverage across all 68 native asset classes is listed on the coverage page.
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Common questions
Does Reuben AI handle physical custody?
No. Reuben AI is the record-keeping and reporting layer over custodians and vault providers. It integrates with the providers the fund uses rather than holding metal itself.
How are allocated and unallocated holdings differentiated?
Each holding is tagged as allocated or unallocated with counterparty, vault and look-through documented. Risk reports treat the two distinctly.
Can it handle ETF look-through?
Yes. ETF positions are tracked with underlying physical exposure looked through where the ETF discloses it, so portfolio-level metal exposure is accurate.
How many sub-asset overlays does Precious Metals have?
None. Precious Metals is scored on its native rubric. Overlays exist for 56 of the platform's 68 native asset classes; this is one of the twelve that does not need them.
Which fund types treat precious Metals as core?
Family Office. Relevance for every other fund type is shown in the relevance grid on this page, graded as core, adjacent, opportunistic or niche.
Can precious Metals be compared against other asset classes in the same portfolio?
Yes. Every asset class runs on the same rubric engine, so scores, flags and key terms are stored in a common structure. Positions across different asset classes are ranked and reported on the same basis.
See Precious Metals in Reuben AI
Book a demo to walk through deal flow, diligence and reporting tailored to this asset class.