The future of AI in talent acquisition is moving beyond on-demand analysis. Formation Bio is working towards "agentic AI" that proactively monitors the hiring pipeline, analyzes interviews in real-time, and provides suggestions for the next steps without being prompted, thus automating strategic insight.

HR faces a crisis as candidates use AI to generate flawless resumes and ace automated screenings, compromising traditional hiring signals. This forces a fundamental shift in talent evaluation, as companies can no longer rely on historical indicators to gauge a candidate's actual competence.

An AI agent with access to work product can serve as an impartial manager. It can analyze performance quantitatively, like a sports coach reviewing game tape, and deliver feedback without the human biases, office politics, or emotional friction that complicates traditional performance reviews.

Don't hire based on today's job description. Proactively run AI impact assessments to project how a role will evolve over the next 12-18 months. This allows you to hire for durable, human-centric skills and plan how to reallocate the 30%+ of their future capacity that will be freed up by AI agents.

Rather than creating assessments that prohibit AI use, hiring managers should embrace it. A candidate's ability to leverage tools like ChatGPT to complete a project is a more accurate predictor of their future impact than their ability to perform tasks without them.

AI's primary benefit for HR is liberation from low-value administrative work. By automating tasks like invoice reconciliation, HR can dedicate time to high-impact initiatives like culture development and predictive hiring, finally solving the problem that keeps them from getting a strategic "seat at the table."

At Formation Bio, the goal of implementing AI in recruitment isn't to automate decision-making. Instead, AI handles data synthesis and analysis, which allows the talent team to spend more time building deeper, more personal relationships with candidates, armed with better insights.

When applied to culture, AI's primary strength isn't automating HR tasks or replacing human judgment. Instead, it excels at pattern recognition and contextual reasoning at scale. It analyzes vast amounts of nuanced, qualitative employee feedback to identify deep-seated issues that traditional quantitative surveys miss.

Create an AI agent that automatically reviews interview transcripts. By feeding it a job description and company values as knowledge sources, the agent can provide a "yes/no/maybe" hiring recommendation with reasoning, serving as an effective thought partner and bias check for hiring managers.