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Explore more articles in the MEGA AI Blog

Episode 1:

Building the AI Ecosystem: Partnerships, Vulnerability and Data Quality

Speakers:

Martin Nielsen
Co-Founder | CGO | MEGA.AI
Kevin Still
Chair of Advisory Board | MEGA.AI

In the launch episode of Danish & Coffee, Martin and Kevin reflect on MEGA’s journey to date and unpack why no AI vendor wins alone. Drawing on Martin’s recent visit to TCN in Utah and the ‘AI in Real Life’ event at Stratford, they explore how genuine ecosystem partnerships with dialler providers, self-service portals, vulnerability registers, and affordability specialists produce materially better outcomes for the end customer than any single platform can deliver in isolation.

The conversation then turns to data governance and the often-overlooked foundations of a successful AI deployment: clean, structured, enriched data; the move from ‘debtor’ to ‘customer’ language; and the importance of vulnerability detection, sentiment analytics and the right safeguards by design. Kevin and Martin also tackle the regulatory nuances of deploying voice AI across the UK, EU and US, and explain why a vertical, deterministic platform like MEGA cannot afford the hallucination rates tolerated in horizontal, generative AI tooling.

Topics covered

  • Why ecosystem partnerships beat single-vendor solutions
  • Vulnerability detection and the case for the Vulnerability Registration Service
  • Data governance, ID&V and the ‘garbage in, garbage out’ problem
  • UK vs EU vs US regulatory frameworks for voice AI
  • Why human-in-the-loop is non-negotiable in regulated collections

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