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

Sverre Tyrhaug

Chairman (Managing Partner at Thommessen)

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

Master Service Agreement

$1,500

Flat fee per document

Contractor Agreement

$500

Flat fee per document

Non-Disclosure Agreement (NDA)

$300

Flat fee per document

Offer Letter

$500

Flat fee per document

$1,500

Flat fee per document

SAFE Review

$500

Flat fee per document

Private

Target Markets

Industries & Segments

Startups
Venture Capital
Fast-moving Enterprises

Use Cases

Startup contract drafting
High-volume enterprise legal review
Rapid document turnaround for funding or partnerships

Notable Customers

Confidential

Quick Facts

Headquarters

San Francisco, CA

Founded

2023

Entity Type

Inc.

Employees

Total Funding

$630,000

Investors

Y Combinator, Antler

Office Locations

San Francisco

Oslo

Funding History

Pre-Seed$130,000

2025-04-23

Antler

Thommessen

Seed (YC W26)$500,000

2026-01-01

Y Combinator

History & Milestones

2026-01

Reached milestone of handling over $2.3 billion in contract value within a 51-day period.

2026-01

Facilitated closing of a $290 million contract for a customer with a 24-hour turnaround.

2025-04-23

Secured investment from Antler and leading Norwegian law firm Thommessen.

2025-10

Established Parlai, Inc. as US parent company and accepted into Y Combinator W26 batch.

2025-11

Officially launched AI-native legal services platform on Y Combinator Launch.

Key Capabilities

AI-first drafting (80% work reduction)

Expert lawyer review

Same-day turnaround

Flat-fee transparent pricing

SOC 2 Type 2 & ISO 27001 compliant

Integrations & Partnerships

Platform Integrations

Slack
Email
Web Platform

Key Partnerships

Thommessen (Strategic Legal Partner)

Connect

Website

arcline-ai.com

arclinelegalai

AI Topics

Parlai, Inc. focuses on these topics:

Compliance and Governance(1)

Workflow Automation(1)

Content Generation(1)

Back to all developers

Parlai, Inc.

Enable fast-moving companies to obtain same-day, high-quality legal work by combining AI-generated drafts with elite lawyer review.

Visit Website

At a Glance

10Tool Views

San Francisco, CAHeadquarters

2023Est.

7Employees

$630000Raised

Focus Areas

Compliance and Governance

Workflow Automation

Content Generation

Connect

AI Tools by Parlai, Inc.

(1)

Arcline

AI Legal Services for Startups

Compliance & Gov Workflow Automation Content Generation

Discussions

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Latest News

04/23/2025

Legal tech startup Arcline secures investment from Antler and Thommessen

mainsights.io

11/01/2025

Official Product Launch: Arcline: AI-native legal services for startups

ycombinator.com

01/15/2026

Arcline handles $2.3B in contract value within first 51 days

linkedin.com

01/20/2026

Silicon Valley Post names Arcline one of Top 4 LegalTech Startups in YC W26

svpost.com

Products & Services

Master Service Agreement (MSA)

2025-11

Standard MSA drafting with elite lawyer review.

Contractor Agreement

2025-11

Standard contractor agreement drafting.

NDA

2025-11

Non-Disclosure Agreement drafting.

2025-11

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

Sverre Tyrhaug

Chairman (Managing Partner at Thommessen)

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

Master Service Agreement

$1,500

Flat fee per document

Contractor Agreement

$500

Flat fee per document

Non-Disclosure Agreement (NDA)

$300

Flat fee per document

Offer Letter

$500

Flat fee per document

$1,500

Flat fee per document

SAFE Review

$500

Flat fee per document

Private

Target Markets

Industries & Segments

Startups
Venture Capital
Fast-moving Enterprises

Use Cases

Startup contract drafting
High-volume enterprise legal review
Rapid document turnaround for funding or partnerships

Notable Customers

Confidential

Quick Facts

Headquarters

San Francisco, CA

Founded

2023

Entity Type

Inc.

Employees

Total Funding

$630,000

Investors

Y Combinator, Antler

Office Locations

San Francisco

Oslo

Funding History

Pre-Seed$130,000

2025-04-23

Antler

Thommessen

Seed (YC W26)$500,000

2026-01-01

Y Combinator

History & Milestones

2026-01

Reached milestone of handling over $2.3 billion in contract value within a 51-day period.

2026-01

Facilitated closing of a $290 million contract for a customer with a 24-hour turnaround.

2025-04-23

Secured investment from Antler and leading Norwegian law firm Thommessen.

2025-10

Established Parlai, Inc. as US parent company and accepted into Y Combinator W26 batch.

2025-11

Officially launched AI-native legal services platform on Y Combinator Launch.

Key Capabilities

AI-first drafting (80% work reduction)

Expert lawyer review

Same-day turnaround

Flat-fee transparent pricing

SOC 2 Type 2 & ISO 27001 compliant

Integrations & Partnerships

Platform Integrations

Slack
Email
Web Platform

Key Partnerships

Thommessen (Strategic Legal Partner)

Connect

Website

arcline-ai.com

arclinelegalai

AI Topics

Parlai, Inc. focuses on these topics:

Compliance and Governance(1)

Workflow Automation(1)

Content Generation(1)

Back to all developers