Product Platforms · AI Systems · Workflow Automation
I build the systems that help organizations scale.
I'm David Bahia, a Senior Product Manager specializing in platform products, workflow automation, and AI-enabled operational systems.
Over the last decade I've helped organizations including Gen Digital, Forbes Advisor, Red Ventures, and Healthline modernize workflows, automate complex operations, and build scalable platforms supporting hundreds of users and billions of annual interactions.
Today I'm focused on the future of enterprise operations—where AI, automation, and product strategy converge to create entirely new ways of working.
Current focus
Moving platforms into the AI future.
Most AI in the workplace is still bolted on. I'm focused on building it into the platform layer — where it actually changes how teams operate, not just how fast they can prompt.
What I work on
Content Systems
CMS tools, editorial workflows, assignment systems, publishing automation, and reporting interfaces.
Revenue Workflows
Product work tied to publishing throughput, syndication, ad impressions, affiliate outcomes, and operational scale.
AI-Assisted Tools
Practical AI workflows for content operations, image generation, automation, and internal tooling.