Decompose
Stop prompting. Start decomposing.
Deterministic text classification for AI agents. Decompose turns any text into classified, structured semantic units — instantly. No LLM. No setup. One function call.
Before: your agent reads this
The contractor shall provide all materials per ASTM C150-20. Maximum load
shall not exceed 500 psf per ASCE 7-22. Notice to proceed within 14 calendar
days of contract execution. Retainage of 10% applies to all payments.
For general background, the project is located in Denver, CO...After: your agent reads this
[
{
"text": "The contractor shall provide all materials per ASTM C150-20.",
"authority": "mandatory",
"risk": "compliance",
"type": "requirement",
"irreducible": true,
"attention": 8.0,
"entities": ["ASTM C150-20"]
},
{
"text": "Maximum load shall not exceed 500 psf per ASCE 7-22.",
"authority": "prohibitive",
"risk": "safety_critical",
"type": "constraint",
"irreducible": true,
"attention": 10.0,
"entities": ["ASCE 7-22"]
}
]
