We are delighted to share that yesterday we announced a strategic cooperation with Erik Vogt, an independent advisor specializing in AI-enabled transformation, value framing, and organizational design.

Our collaboration will focus on advancing strategic and transformational initiatives in language technology, with particular emphasis on structured A/B testing frameworks and next-generation architectures for multilingual content operations. Central to this effort is Blacklake — Blackbird’s emerging vision for an AI-native content operations layer designed to unify data, workflows, and models into a continuously learning system.

Blacklake represents a shift from fragmented localization pipelines toward a cohesive, feedback-driven architecture where content, context, and performance signals are captured, connected, and optimized at scale. By combining orchestration, experimentation, and data infrastructure, Blacklake enables organizations to move beyond static TM-centric workflows and toward adaptive systems that improve quality, speed, and cost-efficiency over time.

Erik Vogt brings more than 25 years of experience designing, selling, and operationalizing complex technology-enabled services across localization, testing, and data for AI. His career spans leadership roles at Appen, TELUS International, RWS/Moravia, Lionbridge, and Argos Multilingual, where he has driven growth, improved profitability, and led global teams across Europe, Latin America, and Asia-Pacific.

“Erik’s ability to connect strategy, execution, and real-world operational constraints is rare,” said Bruno Bitter, CEO of Blackbird.io. “As we develop Blacklake and push toward a new generation of language technology platforms, his experience will help us ground our vision in practical, scalable systems — especially when it comes to structuring experimentation and making AI accountable to real business outcomes.”

Through this cooperation, Blackbird and Vogt will work together to:

• Design and validate A/B testing frameworks as a core capability of AI-driven language operations.
• Advance the Blacklake architecture as a unified layer for multilingual content, data, and model orchestration.
• Define best practices for integrating feedback loops, evaluation metrics, and governance into production workflows.
• Support organizations in adopting AI and automation with a strong focus on risk management, transparency, and long-term value creation.

Vogt’s expertise lies in translating ambiguous business challenges into scalable, production-ready solutions, while bridging the gap between sales, engineering, and operations. In addition to his corporate leadership experience, he advises LSPs, startups, and nonprofits on growth strategy and AI deployment, and contributes to industry thought leadership, including work with the World Economic Forum on responsible AI procurement.

“What’s compelling about Blackbird is that it addresses a structural problem most organizations haven’t fully articulated yet: their content systems don’t learn,” said Vogt. “Blacklake has the potential to change that by turning fragmented workflows into connected feedback-driven systems that improve over time. If executed well, this isn’t just about efficiency — it’s about fundamentally increasing the return on every piece of content an organization produces.”

This cooperation reflects Blackbird’s continued investment in building the next generation of Language Technology Platforms which are focused on orchestration, interoperability, and AI-native workflows that evolve through data and experimentation.

Thanks for being part of the Blackbird community. Let’s keep flying faster together!

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