Writing

Analysis &
Commentary

Articles on compliance, governance, risk, and the application of regulatory frameworks to broader institutional problems. Coming soon.

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Technology

Building TalkScore: An AI-Powered Media Integrity Tool

TalkScore applies systematic, data-driven analysis to broadcast and online media. Here is the thinking behind the tool — what problem it is solving, the technical approach, and why we believe measured accountability can change media behaviour.

Media & Accountability

Why Broadcast Media Needs Compliance Monitoring

Financial services firms operate under rigorous, outcome-focused compliance frameworks. Broadcast media enjoys comparable reach and influence — yet faces no equivalent scrutiny. It is time to borrow from one world to fix the other.