If you’re building anything with AI right now, you should not be starting from zero cost.
There are real programs out there that can cover a large portion of your infrastructure and model usage. Most people either don’t know about them or never apply.
Here’s a solid stack to start with.
Tier 1: High-Value Credit Programs (Apply First)
These alone can eliminate most early infrastructure costs if you qualify.
Tier 2: AI Model and Usage Credits
These credits are often bundled inside startup programs or free tiers and can be used directly for model usage.
Tier 3: Aggregators and Credit Unlock Platforms
These are heavily underused and often unlock multiple deals at once.
These platforms help you stack multiple credits across tools, cloud providers, and AI services.
Tier 4: Additional AI Tools with Free Usage
Many of these offer free tiers, daily tokens, or low-cost usage that can extend your runway significantly.
How to Actually Use This
- Apply to at least one Tier 1 program this week
- Pair one cloud provider with one AI model provider
- Use free tiers and credits before paying for anything
- Stack multiple programs instead of relying on one
If you do this right, you can build and test a full AI product with little to no upfront cost.
Need help applying? Ask me! I've actually applied and received credits to most of these.