Before the AI job displacement conversation became mainstream, Faethm was already building the models to quantify it. Founded in Sydney in 2016, Faethm created AI that predicted which jobs would be automated, which skills would become valuable, and how organisations should adapt their workforces for an AI-transformed economy. Pearson — the global education company — acquired it in 2022. Here’s why that matters.

The Core Technology

Faethm’s platform combined three types of analysis:

Task-level automation modelling: Rather than predicting which jobs would disappear, Faethm modelled which specific tasks within jobs were susceptible to automation — a more nuanced and more useful analysis. A role might be 40% automatable, meaning significant portions can be AI-assisted even if the role itself isn’t eliminated
Skills adjacency mapping: AI that identified which skills transfer across roles — helping organisations understand how to retrain workers whose current tasks are being automated into adjacent roles where their existing skills have value
Scenario modelling: Forecasting workforce composition under different technology adoption scenarios, helping organisations plan headcount, retraining investment, and hiring strategy years in advance

The Customers

Faethm’s customers were primarily large organisations and governments wrestling with workforce transformation: the Australian government, state governments, major Australian corporations, and international clients across the US, UK, and Asia-Pacific. It also worked with universities and training organisations trying to understand which skills to develop in their graduates for an AI-changed labour market.

The Pearson Acquisition

In 2022, Pearson plc — the British education multinational — acquired Faethm, integrating its workforce intelligence technology into Pearson’s global learning and skills platform. The strategic logic was clear: Pearson is in the business of developing human skills, and Faethm’s technology tells Pearson (and Pearson’s customers) exactly which skills need developing and why. Faethm is now Pearson’s workforce intelligence product globally — used by enterprises in the US, UK, Australia, and beyond to plan workforce transformation.

What Faethm Got Right

Faethm’s founders — Peter Doyle and Karl Durrant — identified early that the AI conversation would eventually be dominated by one question above all others: what does this mean for jobs? They built the analytical infrastructure to answer that question rigorously, at a time when most commentary on AI and work was speculative.

The acquisition by Pearson is validation that workforce intelligence — understanding skills supply, demand, and transformation — is a strategic priority for global enterprises and education providers. Faethm built the tool to deliver it. That it was built in Sydney, acquired globally, and is now used by enterprises worldwide is a point of genuine Australian AI pride.

Relevance for Small Business

Faethm’s task-level analysis framework — asking “which tasks in this role can be AI-assisted?” rather than “will this job be automated?” — is exactly the right way to think about AI adoption in your own business. The insight that applies at an enterprise level applies equally to a small business with five staff: identify the specific tasks that are most automatable and start there.

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