Stop bleeding money on redundant AI subscriptions. A financial audit engine for modern engineering teams.
Modern engineering teams are unknowingly stacking overlapping AI tools. A single team might pay for Cursor (Pro), GitHub Copilot, ChatGPT Plus, and Claude Pro simultaneously.
- Feature Overlap: Paying for features that are already bundled in other tools.
- Wasted Seats: Premium individual licenses assigned to light-users.
- Manual Nightmare: Engineering Managers lack the time to manually audit and optimize these recurring costs via spreadsheets.
An automated, frictionless AI Spend Audit Engine. Users input their team size and current AI stack. Our engine calculates the exact financial waste, identifies redundancies, and provides a clear, actionable path to downgrade or consolidate—saving companies thousands of dollars annually.
- ⚡ Automated Financial Engine: Instantly calculates monthly/annual savings based on real-time SaaS pricing.
- 🔍 Redundancy Detection: Flags overlapping tools (e.g., paying for Copilot when already using Cursor).
- 💼 Licensing Optimization: Recommends API-based workspaces or Team plans over expensive individual seats.
- 🔒 Privacy-First Lead Capture: Shows the exact $ savings before asking for an email, ensuring high-intent lead generation and building trust.
This repository is not just a technical MVP; it contains fully fleshed-out, market-validated business logic. Please review our core documents to understand the strategy behind the code:
- User Interviews & Market Validation - Deep psychological insights, friction points, and product pivots based on 3 real developer interviews.
- Go-To-Market (GTM) Strategy - Zero-budget, founder-led acquisition channels.
- Unit Economics & Pricing - Value-based monetization and CAC/LTV projections.
- Core Metrics - Our North Star metric and secondary growth levers.
- Landing Page Copy - High-converting, outcome-focused marketing text.
- Frontend: HTML5, CSS3, Vanilla JavaScript (Built for absolute speed and zero dependencies)
- Architecture: Client-side calculation engine
- Version Control: Git & GitHub
- Clone this repository:
git clone https://github.com/ravithakur776/AI-Spend-Audit.git