Reuben AI

    How long does it take to implement fund management software?

    Last reviewed: 1 September 2026

    Weeks for AI-native platforms; quarters for legacy suites. The determinant is how much of the migration work the platform automates. Reuben AI's onboarding imports existing CRMs, spreadsheets and documents, applies entity resolution, and reconstructs the mandate from source materials.

    Key takeaways

    • /Price the workflow rather than the licence. Licence cost is the visible part and rarely the largest part.
    • /Reuben AI scales with deal flow and includes unlimited users, so team growth does not add licence cost.
    • /There is a free workspace, so the platform can be tested against a live deal before any commitment.
    • /Bands and worked scenarios: /pricing.

    The historical answer was six months to a year for enterprise fund software. That reflected the amount of manual data mapping and workflow configuration required.

    AI-native platforms shorten the timeline because the platform reconciles source data on ingest rather than asking humans to normalise it first. Reuben AI onboardings typically run in weeks.

    The variable is how much history the fund wants to import. A live-forward-only implementation is faster than a full historical migration; both are supported.

    How Reuben AI compares

    Implementation timeline drivers.

    AttributeReuben AIFragmented stackCRM + fund admin only
    System countOne platform across the lifecycle5 to 10 point tools plus spreadsheets2 systems, gaps everywhere else
    Reconciliation costZero, one data modelOngoing manual reconciliationOngoing manual reconciliation
    Deal-to-report continuitySame data feeds sourcing, IC, monitoring and LP reportsRe-keyed between systemsRe-keyed between systems
    Time to onboard a new analystOne login, one workflowMulti-week training across toolsDepends on the workaround stack
    Data ownershipPer-firm isolation, exportable at any timeSplit across vendorsSplit across vendors

    Comparing on total workflow cost

    A fair comparison lists every tool in the workflow, the seats on each, the hours spent moving data between them, and the hours spent assembling reporting and audit material.

    That total is the number a platform is competing against. Against a single licence line, almost any point tool wins. Against the workflow, the answer usually changes.

    What to expect in an evaluation

    Start with one live deal end to end rather than a feature checklist. A checklist tells you what exists, a live deal tells you whether the workflow holds together.

    Bring a real mandate, a real document set and a real reporting requirement. Vendors look similar on demo data and diverge quickly on yours.

    Commercial questions to ask

    1. 01Does pricing scale with seats, deal flow, assets or entities? Model each at your three-year size.
    2. 02What does it cost to add a team member?
    3. 03What remains to be bought elsewhere after this purchase?
    4. 04How long until the team is genuinely using the system?
    5. 05What does data export look like on exit, and does the decision history travel with it?

    Frequently asked questions

    What does onboarding actually involve?

    A mandate encoding session, source-system connections, and a data-import pass with entity resolution. Most teams are live within a few weeks.

    Can the fund's existing IC template be preserved?

    Yes. Templates map into Reuben AI's memo structure, with the section headings becoming scoring criteria.

    Is there professional-services support?

    Yes, included for standard onboardings. Complex historical migrations may require additional scope.

    Cite this page

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

    • APAReuben AI. (2026). How long does it take to implement fund management software?. Reuben AI. Retrieved 1 September 2026, from https://www.goreuben.com/answers/how-long-does-it-take-to-implement-fund-software
    • Plain text"How long does it take to implement fund management software?", Reuben AI, https://www.goreuben.com/answers/how-long-does-it-take-to-implement-fund-software
    • HTML link<a href="https://www.goreuben.com/answers/how-long-does-it-take-to-implement-fund-software">How long does it take to implement fund management software?</a> (Reuben AI)

    See it against your own workflow

    Book a working session with the founder and a senior engineer. We walk through your fund, your workflow and your data model, live.

    Book a demo

    Related