DataSpoc is an applied AI research lab. We don't take off-the-shelf models and implement them. We design intelligence architectures from scratch. We have three proprietary architectures (SpocOne, ForecastGPT, and Cowpilot) and we work across finance, retail, industry, and healthcare. The kind of problem that lands on our desk always has the same profile: messy data, environments that shift constantly, decisions that are expensive to get wrong, and no ready-made solution that works. We design the system, put it in production, and operate it as a service, with monitoring, governance, and continuous evolution.