[AI]Bending Spoons’ acquisition of AOL shows the value of legacy platforms

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The acquisition of a legacy platform like AOL by Bending Spoons shows the latent value of long-standing digital ecosystems. AOL’s 30 million monthly active users represent an enduring brand and a data-rich resource that can be used in AI-driven services. That statement is true only if the data is properly governed and integrated. Such deals may blend nostalgia with business advantage, but present new compliance and cybersecurity risks that enterprises need to address.

By acquiring AOL from Yahoo, Bending Spoons moves to consolidate high-retention consumer technologies in its expanding digital portfolio. As companies turn increasingly to synthetic data to feed their AI’s learning corpus, the deal shows a different tactic, one of using established data assets and user bases to accelerate AI personalisation, advertising efficiency, and digital identity information gathering. It illustrates how older platforms – perhaps written off as legacy – can become profitable fuel for innovation when combined with cloud-native architectures and machine learning models.

Bending Spoons has financed its expansion strategy with a $2.8 billion debt package from major global banks that include J.P. Morgan, BNP Paribas, and HSBC. There’s clearly growing lender confidence in the long-term monetisation of data, unlike during the ‘dot.com’ ***** and bust, where the emphasis and interest was in purely software products. The acquisition, expected to close by year-end, follows Bending Spoons’ planned purchase of Vimeo. The two deals, if they go through, position the company as a major consolidator of internet assets.

Implementation and operational challenges

Integrating decades-old infrastructure like AOL’s presents technical challenges. Data migration from legacy email systems in line with current-day security protocols and compliance requirements needs careful stewardship. There’s also the not-insignificant issue of retraining staff for AI data stewardship on data that comes with significant buy-in from trusting service users. As with any digital acquisition, therefore, Bending Spoons’ success will depend on managing the technical and cultural dimensions of integration. Without strong governance, promising legacy platforms risk becoming compliance liabilities.

Early in any acquisition cycle, there will have been preparatory work in mapping data lineage, running integration and interoperability audits, and significant governance discussions. It’s worth noting that many integration pilots stall without shared accountability between technology and business functions: It’s easier to covet data than to work out how it can be put to business use, especially when the best an acquirer can hope for are limited examples of what they might get, once the ink has dried on the cheque.

Vendor and ecosystem context

Although Bending Spoons operates independently of major enterprise AI ecosystems, the logic of its acquisition aligns with

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’s integration of LinkedIn data into Azure AI Foundry, and IBM’s efforts to reinvigorate legacy data with watsonx. AOL’s customer base and behavioural data could feasibly hold value with cloud analytics, customer profiling, and identity management frameworks, on even off-the-shelf platforms like AWS Bedrock, Azure, or

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Vertex AI.

Executive takeaway

Legacy platforms are not obsolete but they are often underused and undervalued. The differentiator lies in how organisations integrate historical data into modern AI governance and value delivery. Executives may see the AOL acquisition as a nostalgia play, but it’s a more hard-nosed imagining of a pure data asset. Perhaps the next wave of competitive advantage may come not from building new systems, but from reinterpreting older software and information that’s sometimes disregarded, simply because it’s not the latest-and-greatest ‘thing.’

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