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Competitor Research Briefing Agent

A recurring intelligence workflow that produces weekly competitor movement briefs for decision-making.

Problem

Competitive intelligence was ad hoc, scattered, and too slow to influence active roadmap decisions.

Workflow

  1. Track a fixed list of competitor sources and change signals.
  2. Collect and normalize updates into one structured brief format.
  3. Highlight significant deltas from prior week baselines.
  4. Draft implications and candidate response actions.
  5. Route brief to decision owners for review and prioritization.

Output / Result

A weekly briefing cadence that improves reaction time without drowning teams in noisy updates.

Lessons and limitations

  • Template consistency matters more than breadth of sources.
  • Human context turns signals into strategy.
  • Trend comparisons improved confidence in prioritization.