AWS Vision
Cloud infrastructure for AI analytics and project growth.
Snoubolr’s product direction needs scalable infrastructure for project profiles, messaging, data pipelines, AI recommendations, and analytics that help founders develop better products.
Planned cloud needs
What the platform needs to scale.
Snoubolr is designed around data-driven product development. As founders create projects and exchange feedback, the platform needs reliable cloud systems to process, store, analyze, and recommend.
AI analysis service
Analyze descriptions, project goals, user problems, and collaboration needs.
Project data layer
Store profiles, skills, stage, technology stack, topics, and project updates.
Analytics pipeline
Track engagement, feedback, topic trends, matching quality, and product growth.
Recommendation engine
Suggest similar startups, useful communities, collaborators, and next steps.
Messaging system
Support founder conversations, groups, and community channels.
Media storage
Support project screenshots, demo videos, pitch materials, and product assets.