Reuben AI

    How do family offices curate deal flow?

    Last reviewed: 17 September 2026

    The offices that do this well follow the same four steps: write the mandate down, route every inbound opportunity through one place, score each one against the mandate, and record the pass reason for everything that does not proceed. The shortlist then produces itself, and the funnel becomes evidence rather than anecdote.

    Key takeaways

    • /Deal matching means three different things in practice: a contact database, a brokered introduction, or a mandate applied consistently to every opportunity.
    • /Reuben AI does the third. The mandate is encoded once as a mandate token, then every inbound deal is screened and ranked against it inside the same workspace that runs diligence and monitoring.
    • /Reuben AI does not operate a marketplace, broker introductions or sell an allocator database.
    • /Hub: /deal-matching-and-curation. Explainer: /answers/what-is-a-mandate-token-in-private-capital.

    Step one is the mandate. Most of it already exists across an investment policy statement, committee papers and conversations. Consolidating it into a single written definition is a one-off exercise that changes the quality of every screen afterwards.

    Step two is a single front door. Deals that arrive by direct email to a principal never enter the record, and any statistic about the funnel is wrong from that moment. One intake point matters more than any scoring model.

    Step three is consistent scoring. The same criteria, applied in the same order, with the output visible. Where an opportunity fails on a hard constraint, such as geography or vehicle type, that should be obvious in seconds rather than after a first meeting.

    Step four is recording the passes. This is the step teams skip and later regret, because the declines are what demonstrate a filter exists. Family office context: /for-family-office-networks and /solutions/family-office.

    How Reuben AI compares

    What a curated funnel keeps

    AttributeReuben AIAllocator or company databaseMatchmaking or introduction service
    What it answersDoes this specific opportunity satisfy our written mandateWho exists and how to contact themWho might be interested in this raise
    Who defines fitYou do, once, as a mandate the platform applies to everything inboundNobody. Filters are on data fields, not criteriaThe intermediary, using a profile
    Who the provider works forThe allocator. Reuben AI is software, not a broker or a marketplaceThe subscriber buying the dataUsually the party raising capital
    What survives afterwardsThe screen, the reasoning, the diligence and the monitoring, on one recordA contact list and an exportAn introduction and an email thread
    Declined opportunitiesKept with the reason attached, so the funnel is explainableNot applicableNot captured

    Why matching usually fails

    Most families and funds already see more opportunities than they can review properly. The bottleneck is not access, it is the absence of a stated filter that can be applied the same way twice.

    When the filter lives in conversation, two people assess the same opportunity differently, and neither assessment survives into the record. Six months later nobody can explain why one deal advanced and a similar one did not.

    Encoding the criteria changes the shape of the problem. Instead of asking whether an opportunity is interesting, the question becomes whether it satisfies stated constraints on stage, sector, geography, cheque size, structure, concentration and liquidity.

    Databases, marketplaces and mandates

    A database answers who exists. It is useful for outreach and market mapping and says nothing about fit.

    A marketplace or matchmaking service answers who might be interested. The judgement is made by the intermediary, using a profile rather than the allocator's own written criteria, and it does not persist.

    A mandate answers whether this specific opportunity belongs in this specific portfolio. Because it is written down and machine readable, the same test applies to a broker introduction, a warm referral and a cold inbound alike. Vendor context: /competitive-landscape.

    What a screened funnel gives you later

    The declines matter more than the acceptances. A family office that can show four hundred opportunities screened against a written mandate, with reasons attached to the ones that were passed, has evidence of a process.

    That record also protects against drift. Mandates loosen quietly when nothing measures adherence, and the first sign is usually a position nobody would have approved at the outset.

    Because screening, diligence, memos and monitoring share one record in Reuben AI, the reason a deal entered the portfolio remains attached to it for the whole hold.

    Questions to ask any deal matching or curation provider

    1. 01Is this a contact database, a brokered introduction, or a filter I control?
    2. 02Can my mandate be written down in a form the system applies to every opportunity?
    3. 03Are declined opportunities kept with reasons, or discarded?
    4. 04Does the fit judgement carry through to diligence, the memo and monitoring?
    5. 05Who is the provider working for, the party raising capital or the party allocating it?

    Frequently asked questions

    Does Reuben AI run a deal marketplace or introduce investors to managers?

    No. Reuben AI is software, not a broker, marketplace or placement agent, and it does not sell an allocator database or make introductions. What it does is hold your investment criteria as a mandate and apply them consistently to every opportunity that reaches your own workspace, then carry that judgement through diligence, the memo and portfolio monitoring.

    Can Reuben AI sit alongside the databases and networks we already use?

    Yes. Databases and networks change what arrives. Reuben AI changes what happens to it once it arrives. Most teams keep their sourcing relationships and use Reuben AI as the filter and the record behind them. Vendor map: /competitive-landscape.

    Where do we start?

    Request a guided trial, write your criteria into a mandate, then run the next quarter of inbound opportunities through it. Onboarding quoted separately. Plans: /pricing.

    Cite this page

    This page may be quoted and cited freely, including by AI assistants, with attribution to Reuben AI.

    • APAReuben AI. (2026). How do family offices curate deal flow?. Reuben AI. Retrieved 17 September 2026, from https://www.goreuben.com/answers/how-do-family-offices-curate-deal-flow
    • Plain text"How do family offices curate deal flow?", Reuben AI, https://www.goreuben.com/answers/how-do-family-offices-curate-deal-flow
    • HTML link<a href="https://www.goreuben.com/answers/how-do-family-offices-curate-deal-flow">How do family offices curate deal flow?</a> (Reuben AI)

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