Building a Personal AI Research Workflow with Claude
Designed a structured AI workflow to synthesize sector reading and surface daily research digests.
Aishwarya Kandukuri
Founding Member at Stealth AI Startup
From their time as
Founding Member
Stealth AI Startup • 2025
Overview
Aishwarya reads extensively across sectors she tracks, including social media, food delivery, and consumer behavior. The volume of reading created a synthesis problem: how to stay on top of what matters without losing the thread across dozens of sources.
The Story
Aishwarya reads extensively across sectors she tracks, including social media, food delivery, and consumer behavior. The volume of reading created a synthesis problem: how to stay on top of what matters without losing the thread across dozens of sources.
She built a structured workflow using Claude. Articles and newsletters she reads are summarized and bookmarked into Claude, creating a running knowledge base organized around her research interests. She then configured Claude agents to run overnight and generate daily digests, surfacing what is most relevant to her active research areas each morning.
The workflow means she starts each day with a synthesized view of what moved in the sectors she tracks, without having to manually triage everything herself. The analytical judgment stays hers; the AI handles the aggregation and surface-level synthesis.