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Case Study

Cases

The challenge

Portfolio analysts at the firm needed to request millions in cash to execute trades. But approvals from Research Portfolio Coordinators (RPCs) were managed entirely over email — a manual, error-prone process.

Challenges included:

  • No structured system to track cash requests and decisions

  • Approvals could be missed or delayed due to email overload

  • Analysts lacked real-time visibility into approval statuses

  • No audit trail for compliance or historical insight

Solutions

Seawolf AI designed and deployed FlowTrack, an intelligent workflow layer powered by LLMs and Microsoft Power Automate, transforming how requests and approvals were handled.

Key components:

  • Conversational Cash Request Forms
    Analysts submit structured requests through a form embedded in Teams or email — auto-routed to the right RPC.

  • Approval Bot with Conditional Logic
    RPCs respond with “approve,” “decline,” or “partial” directly in-chat — no login or form needed.

  • LLM-Powered Summarizer
    Summarizes rationale, pulls justification highlights from the request, and provides visibility to stakeholders.

  • Audit & Insight Layer
    Every transaction logged with full metadata for compliance and review.

FlowTrack helped us move faster, stay compliant, and reduce the mental load on both analysts and RPCs. It’s invisible, but powerful.

Director of Research Operations

Key Outcomes

  • Faster time-to-trade with streamlined approvals

  • Improved clarity and visibility for analysts

  • Fully auditable and compliant process

Reduction in time to approve or deny cash requests
0 %
Increase in approval visibility and compliance tracking
0 x

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