ACTA AI
Full-stack multi-agent contract intelligence platform for Clinical Trial Agreements
"50 million patients are waiting to enroll in clinical trials — not because the science isn't ready, but because lawyers are still negotiating paperwork."
100
days avg. to finalize CTAs
$1.4M
lost pipeline value / day
400K+
active clinical trials globally
50M
patients waiting for trials
Clinical Trial Agreements take an average of 100 days to finalize — costing $800K–$1.4M in lost pipeline value per day. Lawyers negotiate the same clauses across the same contract types, manually, every time. For Regeneron alone with 56 active programs, cutting negotiation time by 50 days unlocks $2.24 billion in pipeline value — and gets patients into trials two months sooner.
Architecture
4-Stage LangGraph Pipeline
Document Parser
Detects headings with 3 regex strategies + DOCX style metadata
Clause Extraction
CTA-specific taxonomy: Publication Rights, Subject Injury, Protocol Deviations
Risk Identification
Hybrid rule-based + LLM analysis with RED/YELLOW/GREEN scoring
Compliance Check
Flags missing required clauses as compliance findings
Suggestion Generator
Produces negotiation-ready redlines with git-style diffs
Smart Model Router
Right model. Right job. Every time.
K2 Legal
Indemnification & IP clauses
Deep legal reasoning
Gemini 2.5 Flash
Fast classification
High-speed clause sorting
Claude Sonnet
Rewrite tasks
Negotiation-ready language
Built with
Tech Stack
Built in 36 hours.
We didn't sleep much. We have no regrets.
"The patients can't wait."