AI, Software & Emerging Technology Lawyers Advancing Innovation in New York
At Pardalis & Nohavicka LLP in New York City, our intellectual property attorneys counsel innovators, startups, and established technology companies on securing, commercializing, enforcing, and defending AI, software, and emerging technology assets.
In today’s fast-moving digital environment, safeguarding proprietary code, datasets, algorithms, and AI-generated outputs is essential to maintaining competitive advantage while reducing regulatory and legal risk. Our team combines deep legal experience with fluency in modern technologies to guide clients through intellectual property protection, licensing, compliance, enforcement, and investigations.
Supporting the Future of Technology
AI systems, software platforms, and next-generation technologies present unique legal challenges. We help clients protect innovation, mitigate risk, and unlock commercial value across the technology lifecycle.
AI Model Protection & Dataset Rights
A high-demand area for AI developers, data-driven companies, and software platforms.
Training Data & Dataset Rights
Dataset licensing and right-of-use analysis
Managing scraped, licensed, or user-generated data
Handling sensitive, restricted, or regulated data sources
Structuring lawful access and usage controls
Model Ownership & Fine-Tuning
Ownership of fine-tuned and derivative models
Shared model development between collaborators
Rights allocation for model improvements and iterations
Prompt & Output Protection
Protecting proprietary prompts and prompt libraries
Confidentiality for prompt engineering workflows
Managing rights when using third-party AI platforms
Data Scraping Liability
Avoiding unauthorized scraping exposure
Enforcing Terms of Service violations
Defending against scraping-related claims
Generative AI Legal Compliance & Risk Mitigation
We advise companies navigating rapidly evolving regulatory and industry standards, including:
AI governance frameworks and internal policies
AI risk assessments and audit processes
Bias, transparency, and explainability controls
New York State and federal regulatory compliance
EU AI Act compliance for companies operating globally
Incident response and model misuse protocols
Software, SaaS & Technology Contract Drafting
Beyond licensing, we structure contracts that support growth, scalability, and risk control:
SaaS, PaaS, and cloud service agreements
Proprietary and custom software development agreements
End-User License Agreements (EULAs)
API development and integration agreements
Data processing agreements (DPAs)
AI/ML vendor and deployment agreements
Technology procurement and enterprise software contracts
Software & Algorithm Patent Strategies
(Even When You’re Not Filing a Patent)
We help clients evaluate protection strategies that align with business objectives, including:
Patentability of algorithms and machine learning processes
Utility patent strategies for data pipelines and system architecture
Design patents for user interfaces and software experiences
Avoiding disclosures that jeopardize trade secret protection
Data Privacy & Cybersecurity Integration
Modern technology companies require coordinated IP and privacy strategies. We advise on:
Data breach notification and response obligations
User data rights and privacy-by-design principles
Cross-border data transfers (GDPR, PIPL, and related regimes)
AI-specific privacy and security risks
Security protocols for proprietary datasets and models
Robust IP Enforcement for AI, Software & Digital Assets
We handle complex enforcement matters across platforms, jurisdictions, and technologies.
Software & AI Infringement Enforcement
Source code theft and replication
Misappropriation of datasets
Unauthorized model training using proprietary data
Model extraction and replication
API abuse and unauthorized integrations
Platform Terms of Service violations
Digital Asset Enforcement
NFT copycat collections
Token branding and naming disputes
Smart contract IP disputes
Domain name, handle, and username hijacking
Cyber / IP Intersection Enforcement
DMCA notices involving AI models, datasets, or code
Unauthorized scraping and automated data harvesting
Takedowns across cloud providers, marketplaces, and platforms
Preservation of digital evidence for litigation
Criminal & Government Investigations Defense
We represent companies and individuals facing criminal, regulatory, or governmental investigations related to AI, software, and emerging technologies, including:
Allegations of unlawful data scraping or misuse
Trade secret theft claims
Export control and technology transfer investigations
Digital asset and blockchain-related enforcement actions
Government inquiries involving AI systems, datasets, or platforms
Our team provides strategic defense, risk mitigation, and coordinated responses across agencies and jurisdictions.
Common Legal Issues We Solve for AI & Software Companies
Clients frequently come to us asking:
“Someone used my code without permission.”
“How do I protect my proprietary AI model?”
“A competitor copied my SaaS features — what can I do?”
“How do I license my API to third parties?”
“Is my dataset legally safe to train AI models with?”
“How do I prove ownership of an algorithm?”
“How do I stop scraping of my platform data?”
“Is open-source safe for commercial AI products?”
We provide clear answers and actionable strategies.
Why Choose Pardalis & Nohavicka for AI & Technology IP
Deep Tech Fluency
We understand algorithms, architectures, datasets, and platforms
Rapid-Response Enforcement
Immediate action for scraping, misuse, or code theft
Multi-Jurisdictional Capability
Domestic and international coordination
Platform Expertise
Familiarity with OpenAI, AWS, Microsoft Azure, Google Cloud, Apple, GitHub, and marketplace policies
Future-Focused Strategy
Guidance aligned with evolving regulation and industry trends
Who We Represent
AI startups and enterprise AI developers
Software and SaaS companies
Blockchain, NFT, Web3, and fintech innovators
Data-driven platforms and analytics companies
Universities, laboratories, and research institutions
Technology incubators and emerging ventures
Representative Experience
Software Licensing & Commercialization Strategy
We advised a technology company on structuring SaaS licensing, API access terms, and data usage restrictions, enabling secure commercialization while preserving proprietary rights.
Frequently Asked Questions
Can AI inventions be patented?
Yes, depending on human contribution, technical implementation, and USPTO standards.
How do I protect my training data from competitors?
Through licensing controls, access restrictions, trade secret safeguards, and enforcement.
What is the best way to protect machine learning models?
A combination of trade secret protection, licensing structures, access controls, and monitoring.
Do I own outputs generated using another company’s AI platform?
Ownership depends on platform Terms of Service and contractual arrangements.
Can I prevent others from scraping my data to train AI models?
Yes, through IP enforcement, Terms of Service enforcement, DMCA actions, and technical controls.
What qualifies as a trade secret for algorithms?
Model architectures, training methods, datasets, prompts, and internal workflows if properly protected.
Is open-source safe for commercial AI products?
Yes, with proper compliance. We audit licenses and advise on compatibility.
Secure Your AI, Software & Emerging Technology Today
Emerging technology demands proactive, strategic legal guidance.
Pardalis & Nohavicka LLP helps innovators protect proprietary systems, remain compliant, defend investigations, and unlock long-term commercial value.
Call 212-213-8511 or visit pnlawyers.com to schedule a confidential consultation with a technology IP attorney in New York City.
