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CompetitorX.

Methodology

Prahari: a watchdog pattern for AI systems that must not silently drift

The loop of audit → remediate → re-audit, automated, so your AI surface stays live-ready without human polling.

Bhaskar Anand·Founder & CEO, CompetitorX·Pune, India·

Full framework body ships in Phase 6. This stub enforces the byline + colon-subtitle contract ahead of content.