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    White Rock · Financial services

    Client review preparation time cut by about two-thirds

    We deployed an AI agent that drafts a briefing pack before each client review at an independent financial advice practice. Preparation time per review fell by about two-thirds.

    • Financial services
    • Agent Deployments
    67%less preparation time per client review
    5hrssaved across the team each week
    3advisers took on new clients, same headcount

    Where the business was

    An independent financial advice practice with eight client-facing advisers was spending the equivalent of a full working day each week on meeting preparation. Before each client review, an adviser spent between 45 minutes and an hour pulling portfolio data, checking performance against targets and assembling a briefing pack, and none of that time was billable.

    What needed to change

    There was no shared process for preparing review packs. Each adviser gathered data from several places, wrote their own summary and built their own agenda for each client.

    The work · Client review briefings

    Client review briefingsWhite Rock client review briefing: 24 hours before a review the agent pulls the portfolio, flags two positions outside their bands, reads last year’s notes and drafts the pack for the adviser

    The work we delivered

    We deployed an AI agent connected to the practice's portfolio management platform. It prepares a briefing pack 24 hours before each client review: it pulls current portfolio data, flags positions outside agreed tolerance bands and drafts a structured agenda based on the client's objectives and last recorded circumstances.

    What changed

    Average meeting preparation time fell from 55 minutes to 18, about 67% less time. The team saved more than five hours a week between them. In the six months after launch, three advisers took on new clients with no increase in headcount.

    Service

    Agent Deployments

    AI agents that carry out agreed steps across your tools, with a named person approving their work.

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