Parlai, Inc.
Enable fast-moving companies to obtain same-day, high-quality legal work by combining AI-generated drafts with elite lawyer review.
At a Glance
- Startups
- Venture Capital
- Fast-moving Enterprises
AI Tools by Parlai, Inc.
(1)Arcline
AI Legal Services for Startups
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Latest News
Legal tech startup Arcline secures investment from Antler and Thommessen
Official Product Launch: Arcline: AI-native legal services for startups
Arcline handles $2.3B in contract value within first 51 days
Silicon Valley Post names Arcline one of Top 4 LegalTech Startups in YC W26
Products & Services
Standard MSA drafting with elite lawyer review.
Standard contractor agreement drafting.
Non-Disclosure Agreement drafting.
Comprehensive policy drafting for websites/apps.
Market Position
AI-native firm providing same-day legal service at flat fees, contrasting with traditional law firms' hourly billing and slower turnarounds.
Leadership
Founders
Pamir Ehsas
Founder & CEO. Oxford-trained lawyer and former outside counsel for OpenAI and Google. Previous AI-Lead and Tech-Lawyer at Brækhus (2023-2024). Forbes 30 under 30, Obama Leader.
Stefan Mandaric
Founder & CTO. AI Engineer and former Fulbright Scholar at MIT. Previously Team Lead and Senior ML Engineer at Omny (2023-2025) and ML Engineering Lead at Inmeta (2019-2023).
Executive Team
Pamir Ehsas
Founder & CEO
Ex-outside counsel to OpenAI and Google; ex-Brækhus AI-Lead.
Stefan Mandaric
Founder & CTO
AI Engineer, former Fulbright Scholar at MIT.
Board of Directors
Founding Story
Started to address the inefficiencies and high costs startups face with traditional law firms, specifically for recurring legal tasks like contract drafting.
Business Model
Revenue Model
Flat-fee, per-document pricing model for AI-drafted and lawyer-reviewed legal work.
Pricing Tiers
Flat fee per document
Flat fee per document
Flat fee per document
Flat fee per document
Flat fee per document
Flat fee per document
Target Markets
- Startups
- Venture Capital
- Fast-moving Enterprises
- Startup contract drafting
- High-volume enterprise legal review
- Rapid document turnaround for funding or partnerships
- Confidential