AI Strategy & Roadmap
Choose agents, workflow automation, RAG, fine-tuning, hosted models, or open-source models based on product risk, data shape, and operating cost.
DemocAI · AI Fractional CTO
Senior technical leadership for companies adding AI.
DemocAI helps founders decide what to build, what to avoid, and how to ship AI features without turning the product into a demo. The work covers SaaS architecture, developer tooling, infrastructure, model selection, and delivery systems.
Architecture Review
Review the SaaS, cloud, Terraform, CI/CD, observability, and data paths before AI work adds another production failure mode.
CTO Office
Give founders a senior technical operator for hiring plans, vendor calls, delivery choices, board materials, and tradeoff-heavy engineering decisions.
Where DemocAI fits
For teams with developers, a product, and unclear AI decisions.
DemocAI is built for founders who need CTO-level judgment before they hire a full-time executive, scale an engineering team, or commit to an AI architecture that will be expensive to unwind.