Field Report
Competitive intelligence built for enterprise leadership. The Aurora agent discovers competitors, monitors them around the clock, filters the signal, and ships executive-ready briefings on a daily cadence.
- Status
- Live
- Client
- Lyon Industries
- Role
- Sole engineer
- Updated
- May 6, 2026
Overview
Field Report is a live competitive intelligence platform aimed at leadership teams that cannot afford to miss a competitor's move. The underlying agent, Aurora, runs continuously: it identifies competitors the team has not yet named, tracks meaningful changes across them, and turns the resulting stream into briefings a CEO can read with a coffee.
The product replaces a workflow that traditionally costs an analyst about twelve hours and a four-figure burn rate per cycle. Field Report runs that loop on a daily cadence, automatically.
Capabilities
- Automated competitor discovery. Surfaces companies the team has not yet listed as competitors.
- High-signal monitoring. Watches for material changes in product, pricing, hiring, and positioning, while filtering low-value noise.
- AI summarisation. Converts raw signals into briefings written in an executive register.
- Blind-spot detection. Flags new market entrants and emerging patterns before they harden into trends.
- Daily executive briefings. Generated and delivered without analyst intervention.
- Predictive analytics. Forecasts likely competitor moves from the observed signal history.
Live surface
The product is in production at fieldreport.ai. A longer write-up - architecture, retrieval design, and the agent loop - is in preparation.