Compile to Code Automation
Automations that work. Every single time.
Airtop agents run like software. No AI hallucinations, no drift, no surprises. 10-100x cheaper per run than LLM agents.
Free to start. No credit card required.
Trusted by GTM teams at
Airtop agents run like software.
Reliable, scalable, repeatable results.
No Code Automation Solutions
Agent output log
Run #1Found 12 leads
Run #2Found 47 leads (??)
Run #3Error: timeout
Run #4Found 3 leads
Run #5Hallucinated emails
Run #6Found 19 leads
Non-deterministic — every run is a coin flip
LLM-powered agents re-prompt on every run. Different results each time, hallucinations, and no way to know if the output is right.
Airtop Agents
Agent output log
Run #1 — 14 leads, enriched, scored
Run #2 — 14 leads, enriched, scored
Run #3 — 14 leads, enriched, scored
Run #4 — 14 leads, enriched, scored
Run #5 — 14 leads, enriched, scored
Run #6 — 14 leads, enriched, scored
Deterministic — compiled to code, not re-prompted
Airtop compiles natural language into deterministic workflows. Consistent results, full observability, and a video replay of every action.
Runtime LLM Agents vs Airtop
Runtime LLM Agents
Airtop
Compiles to deterministic code
Same output every run
No LLM hallucinations at runtime
Video replay of every action
Scales to thousands of parallel runs
Varies
SOC 2 Type II / HIPAA compliant
Varies
Cost per run
$0.10-1.00+/run
$0.017/run
Describe It. Airtop Compiles It.
Natural language in. Deterministic agent out. Reliable, scalable, and 10-100x cheaper than runtime LLM agents.
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