AI Agent · Founder Guide
Is My AI Agent Startup Ready to Get Funded or Incubated?
Say what your model, agent loop, or inference pipeline actually does, in plain language. "AI-powered" with no specifics is treated as hype, not substance, and if your agent holds or trades user funds, it's held to the same audit bar as any custodial protocol.
Free, rule-based, takes under a minute. Opens with AI Agent already selected.
What Gets Checked
What Investors and Accelerators Check for AI Agent Projects
- A specific description of the model, agent loop, or inference pipeline, not just the word "AI"
- Evidence of real usage or task completion, not a demo video alone
- If the agent executes on-chain actions or holds funds: a security audit of that execution path
- A named, technically credible team, ideally with ML/agent infrastructure or relevant domain experience
- A clear answer to what happens when the agent is wrong: guardrails, human-in-the-loop, or bounded autonomy
Red Flags
AI Agent-Specific Red Flags This Tool Catches
- Sector claimed as AI/agentic with zero model, agent, or inference language anywhere in the pitch
- An autonomous agent trading or holding user funds with no audit mentioned anywhere
- Pitch language leaning on hype over any description of how the agent actually works
- No named team behind an agent given autonomy over real capital
AI Agent Questions
Does an AI agent need a smart contract audit?
Only if it holds or executes on-chain funds on a user's behalf. A purely informational or off-chain agent doesn't trigger that check.
What's the fastest way to fail an AI-agentic screen?
Calling yourself "AI-powered" without describing the model, agent loop, or inference pipeline anywhere in the pitch.
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