Intellova

Lesson 11 of 12

Quick Research: agentic research reports

A short guide framing the AWS video on Quick Research, where an agent does the digging and writes you a structured report from a single question.

Video + 3 min

Why this matters

Most of us lose hours hunting through reports, comparing numbers, and stitching findings into something readable. Quick Research flips that: you ask a question in plain English, and an AI agent investigates across your data and writes back a structured report with the reasoning shown. For a busy mid-market team without a dedicated analyst, that's the difference between a question answered today and one parked for next week.

What to watch for in the video

Notice a few things as you watch. First, how the prompt is phrased — the questions are specific and business-focused, not vague, and that shapes how good the report is. Second, watch the agent work through its steps rather than spitting out one answer; it gathers, compares, then concludes, and you can follow its trail.

Also pay attention to the shape of the final report: sections, supporting numbers, and clear takeaways you could paste into a meeting. And keep an eye on where the answers come from — the agent draws on connected data, so the quality of what goes in drives the quality of what comes out.

How it connects to your Intellova dashboards

Because Intellova brings your sales, finance, and operations data into one place, Quick Research has a single, trusted source to reason over — so a report on, say, why margins moved last quarter pulls from the same numbers your dashboards already show. Think of it as a natural next step: your dashboards tell you *what* is happening, and Quick Research helps you ask *why*, in your own words, against your own unified data.

Quick Research — Agentic AI Part 4 (AWS)
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