Clemvance AI
Impact: Fully Shipped SaaS · Complete Stripe Billing · Interactive Community & Ticketing
Enterprise Product Engineering
Designed and developed Clemvance AI, a full-scale production SaaS platform that combines AI opportunity analysis, personalized proposal generation, community discussions, and an AI-powered support ticketing system into one cohesive workspace.
Walkthrough Demo
Watch an in-depth walkthrough of the system, code integration details, and production features.
Client Challenge
Freelancers and agencies struggle with low proposal conversions, time-consuming proposal writing, inconsistent bid quality, poor opportunity qualification, and scattered workflows.
Implemented Solution
A comprehensive SaaS ecosystem featuring AI opportunity parsing, contextual proposal synthesis, bidding intelligence analysis, an interactive community hub, and an autonomous AI support assistant with an integrated ticket-tracking dashboard.
Key Features Engineered
- AI Opportunity Analyzer parsing briefs, pain points, complexity, and match scoring.
- AI Proposal Generator drafting highly personalized pitches based on portfolio projects.
- AI Bidding Intelligence advising pricing options, engagement strategies, and risk factors.
- Interactive Community Hub for user discussions, posts, likes, and topic search.
- AI Support Assistant and ticket management system for users & admins.
Technologies Engineered
A listing of the programming languages, database systems, libraries, and frameworks integrated to build this product.
Outcomes & Metrics
A look at the specific business gains, search indexing speedups, and conversions achieved upon launch.
Increase in proposal conversion rates
Saved hours of manual writing
Tickets automated by AI assistant
Development Process
Strategy & Scoping
Mapped client acquisition workflows, proposal metrics, and defined core AI models (Claude 3.5 Sonnet / GPT-4o).
Database & Auth Setup
Designed multi-tenant Supabase database schema utilizing Row Level Security (RLS) and real-time triggers.
AI Engines Integration
Engineered context-aware proposal generators and opportunity scoring APIs using Next.js Server Actions.
Billing & Security
Implemented secure tiered Stripe subscription billing, webhook event handlers, and Sentry logging.
Visual Interactive Showcase
Explore active frontend screens, database telemetry sync panels, and medical intake logic coded specifically for this case study.
“Clemvance AI changed how we approach client acquisition. The AI proposal generator and bidding intelligence saved my agency over 14 hours every week.”
Alexander Mercer
Agency Founder at Apex Media Labs
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