Write source-grounded reports with generative AI

Overview

Generative AI is useful for drafting, synthesizing, and editing reports, but only if the writing stays grounded in actual source material. This course teaches you how to combine research inputs, structured outlining, and editorial review so AI helps without inventing evidence.

Who it's for

• Analysts writing internal briefs and client-facing reports
• Researchers summarizing multiple documents into one narrative
• Operations and strategy teams preparing decision memos

What you'll build

• A report-writing workflow that starts from approved source material
• An outline template for converting notes into clear sections and arguments
• A citation and verification pass that separates supported claims from weak ones

Prerequisites

• A set of articles, notes, transcripts, or PDFs on one topic
• Comfort reviewing drafts line by line
• A clear audience for the final report

Tools and setup

1. Gather the source set for one real reporting task
2. Organize the materials by topic, evidence type, and credibility
3. Define the report structure before asking AI to write

Modules

Module 1: Build the evidence base

You will prepare the sources, identify what each one contributes, and mark which claims require explicit verification.

Module 2: Draft with structure

You will use AI to create outlines, section drafts, comparisons, and summaries while staying constrained to the provided material.

Module 3: Verify and refine

You will review for unsupported claims, weak transitions, and vague language, then convert the draft into a credible final report.

Deliverable

A repeatable workflow for producing grounded AI-assisted reports with clear evidence and cleaner writing.

Common mistakes

• Asking AI to write before the source set is organized
• Mixing sourced facts with unsourced model speculation
• Treating polished language as proof the report is accurate

Next steps

Use the same workflow for competitive briefs, board memos, research summaries, policy analysis, or executive updates.