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News & insights from Seamflow

Interviews with industry leaders and articles on testing, inspection, and certification.

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What Excites and Worries Industry Leaders About AI in TIC?

The same leaders who see AI unlocking capacity and faster turnaround also carry real concerns about trust, accountability, and getting adoption wrong.

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What Leadership Mindset Is Required for AI Transformation in TIC?

AI adoption in testing, inspection, and certification starts with how leaders frame trust, rigour, and change across the organization.

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The Future of AI in TIC: Karine Kutrowski

Karine shares her view on how AI is changing testing, inspection, and certification. She covers where automation can support technical teams without weakening trust or rigour, the pressures TIC organizations face as demand grows, and what leaders should weigh when bringing AI into certification workflows.

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How AI Is Changing What TIC Customers Expect

Manufacturers and device makers now expect faster updates, clearer evidence trails, and the same rigour from their certification partners.

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What Separates Organizations That Will Successfully Adopt AI From Those That Won't?

AI pilots are easy to start in TIC. Sustained adoption depends on how organizations treat data, workflows, and the people who sign certification decisions.

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The Future of AI in TIC: Andrea Vannuccini

Andrea discusses AI from the perspective of global equipment certification and industrial safety. He covers managing complex multi-country certification programs, where digital tools can reduce friction for manufacturers, and how TIC leaders can adopt AI while preserving the independence and rigour clients expect.

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Will AI in TIC Primarily Improve Efficiency, or Fundamentally Change Service Delivery?

Efficiency gains are the easy story. The deeper shift is how certification services are scoped, priced, and experienced by clients.

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How Do You Think AI Changes the Competitive Landscape in TIC Over the Next 5 Years?

Capacity, client retention, and market access will increasingly favour TIC providers that operate on AI-native workflows, not those with the best demos.

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The Future of AI in TIC: Charles Ly Wa Hoi

Charles draws on decades leading major SGS business lines to discuss how AI fits the TIC industry. He reflects on scaling certification capacity, maintaining quality as demand rises, and what established operators need from technology built for conformity assessment workflows.

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We Raised $4.5M to Build AI for the TIC Industry

We've closed a $4.5M seed round co-led by Northzone and Initialized Capital. Here's why we started Seamflow, what we're building, and what comes next.