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2026·AI Tool

Research Briefing Engine

Problem

Strategy teams spend a disproportionate amount of time on the mechanical work of research: gathering sources, reading documents, and structuring findings before any real thinking begins. For fast-moving briefs, this overhead makes it difficult to deliver high-quality intelligence on short timelines.

Approach

Designed and built a Claude-powered tool that accepts a company name or market as input and returns a structured competitive briefing. The tool prompts the model to follow a consistent output structure covering company overview, key strategic moves, competitive positioning, and signals worth watching. Iterated on prompt design to improve output reliability and reduce hallucination risk on less well-known subjects.

Key Outputs

A working research tool deployable via a simple interface. Output format covers five structured sections: Overview, Business Model, Recent Strategic Moves, Competitive Context, and Signals to Watch. Average briefing generated in under three minutes.

Impact

Reduces the front-end research phase of a standard competitive brief from several hours to under an hour. Designed for strategy consultants and analysts who need a reliable starting point fast, not a finished product.

Tools & MethodsClaude API, prompt engineering, Next.js, rapid prototyping.