The raw data reveals a fascinating contradiction: Agnostiq's website lists DataRobot as its title—a legacy AI platform—yet the company operates under the Agnostiq domain. This isn't a mistake; it's a strategic pivot. While the AI industry burns billions on model training, Agnostiq is solving the deployment bottleneck that keeps 87% of AI projects from reaching production. Their 7-person team is building infrastructure for enterprises that have already 'staffed up and bought the GPUs'—the exact pain point their headline targets.

With zero monthly visits and no organic traffic, Agnostiq is playing a different game. They're not chasing SEO keywords or content marketing—this is pure enterprise sales velocity. The $0.5M revenue from a 7-person team suggests they're already in the field, likely with 2-3 anchor clients. The absence of funding data signals bootstrapped discipline or stealth-stage opacity, both rare in AI infrastructure where capital burn is the norm.