Matt Calkins, CEO of Appian, recently made headlines for his decision to refuse using artificial intelligence (AI) to screen candidate résumés. He argues that AI-driven screening risks reducing human potential to mere check boxes and overlooks qualities like creativity, adaptability and “spark” things that aren’t easily algorithmically measured. Calkins believes that while AI has its place for example in processing large volumes of corporate communications it falls short in evaluating the nuanced human elements critical for elite hires.
Calkins’ stance challenges a widespread trend: many large organizations now use AI and automation tools in early phases of hiring to manage high volumes of applications. He points to an MIT study suggesting 95% of companies haven’t yet seen the ROI from generative AI deployments, blaming poor application rather than the concept itself. His message: choose where and how you implement AI wisely, and don’t assume it replaces human judgment especially when selecting people, where context and human insight count.
Why the CEO of Appian Is Saying No to AI‑Driven Résumé Screening
Matt Calkins, CEO of Appian, has taken a firm stance against using artificial intelligence to screen résumés during the hiring process. He argues that relying on AI to sift through applicants can reduce individuals to little more than checkboxes and may miss the subtle traits that distinguish exceptional talent. According to Calkins, AI may excel at pattern‑matching, but it doesn’t “spot the magic in people.”
Here are some key points of his reasoning:
Qualitative vs. quantitative: Calkins believes human judgment is better at assessing intangible qualities like creativity, adaptability, and cultural fit areas where standard AI tools fall short.
Risk of standardization: He warns that AI‑based screening tends to favor candidates who optimize for keywords and formatting, potentially excluding those with non‑traditional backgrounds.
Calkins’ message underscores a broader debate: automation and AI have their place, but when it comes to evaluating people, human insight still matters.
Balancing Technology and Human Judgment
The decision by Appian’s CEO to avoid using AI for résumé screening highlights a critical lesson for businesses navigating automation: technology should enhance, not replace, human insight. While AI can process large volumes of applications quickly, it may overlook qualities like creativity, cultural fit, and problem solving ability traits that are essential for long term success. By prioritizing human evaluation in hiring, companies can ensure they identify the candidates who bring true value to their teams. Ultimately, striking the right balance between AI efficiency and personal judgment allows organizations to leverage innovation responsibly while preserving the human element that drives growth and innovation. This approach reinforces the importance of thoughtful, ethical, and effective use of AI in business processes.
