Deep Research

What it is

Deep Research is a long-form, multi-step agent that investigates a complex question across your metrics & dimensions, then writes a fully cited report. It’s built for strategy questions, performance scans, or ambiguous analytic tasks that require hypothesizing, a lot of querying, comparing, and synthesizing.

How it works

  1. Open Presight AI Chat from the left nav.

  2. In Prompt, describe your question in thorough details. The more detailed you prompt, the more closely the AI will follow your guidance in the final report.

  3. Toggle Deep Research, hit Enter. AI will start the deep research process - expected to be around 10 to 15 minutes.

  4. You’ll get a notification (in-app + in the chat) when the report is ready.

  5. Open the Report Link: Executive Summary, Findings, Evidence with inline citations, Recommendations.

What you’ll typically receive in a Deep Research Report

  • Executive Summary

  • Key Findings with lightweight charts/tables.

  • Evidence & Citations

  • Implications for Us (decisions, trade-offs).

  • Recommendations & Next Steps (optionally RICE/ICE-scored).

Good prompt examples

  • “Create a business performance report for 2024. Audience: top management, BOD, investors. Focus on narrating interesting stories for key wins, while maintaining an honest review of key losses and future outlook.

    You should include at least our P&L and core customers metrics into it. Pull in our 2024 AOP.

    At the end, suggest 3 initiatives for 2025 with realistic OKRs.”

  • “Create a deep-dive report comparing the performance of all 5 product lines during the first half of 2025, focus on acquisition and monetization. The audience is Strategy team, Finance team and Head of Deparrtments. The narrative should highlight key wins, and maintain an honest review of key losses and future outlook.

    At the end, suggest some strategic focus based on the findings.”

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