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The Data + AI Platform for Experts in Regulated Industries

We handle data infrastructure: patents, research, filings, government databases, and more.
You bring domain expertise and proprietary knowledge, and together we deliver AI that actually works for regulated industries—everything via API.

100sPublic DatasetsMaintained and Evolving
100%Private DataSecurely Integrated
10xFasterData Infrastructure
OneIntegrated PlatformData + AI + Evals

Working with industry leaders in regulated markets

Healthcare
Financial Services
Pharmaceuticals
FDA Compliance
Insurance
Medical Devices
Clinical Trials
FINRA Compliance
Biotechnology
Legal Tech
HIPAA Compliance
Clinical Research
Healthcare
Financial Services
Pharmaceuticals
FDA Compliance
Insurance
Medical Devices
Clinical Trials
FINRA Compliance
Biotechnology
Legal Tech
HIPAA Compliance
Clinical Research

Experts in these areas trust Catalyzed daily

The New Reality of Regulatory Compliance

Winners and losers are being decided by who adapts fastest to AI-powered compliance

Organizations Still Using Manual Review

  • Growing compliance requirements5-10% increase annually
  • Lost productivity20-40 days per year
  • Knowledge silosConcentrated in few experts
  • Inconsistent decisionsVarying across teams
Transform

Early Adopters Using AI-Powered Compliance

  • 95% less manual labelingFocus on expertise, not data prep
  • Unlimited scalingProcess any document volume
  • High accuracy95%+ with full transparency
  • Rapid deployment2-4 weeks, not months
5-8xFaster Processing
70%Cost Reduction
95%+Accuracy Rate

How Our Platform Multiplies Value

Unlike point solutions that add incremental value,
our integrated platform multiplies your capabilities

Data Foundation

2x

×

AI Workloads

3x

×

Evaluation

2x

×

Security

1.5x

=

18x

Total Value

Managed Big Data Infrastructure

  • Living regulatory datasets updated daily
  • Automated schema evolution management
  • Direct connections to authoritative sources

Result: 2x efficiency vs. manual data management

AI/ML Workloads

  • Learn from your existing decisions
  • Multi-agent pipeline architecture
  • Synthetic data generation & validation

Result: 3x processing speed vs. manual review

Evaluation Frameworks

  • Continuous accuracy monitoring
  • Explainable decision reasoning
  • Automated improvement cycles

Result: 2x accuracy vs. human review under pressure

Why Teams Choose Catalyzed

Traditional AI fails in regulated industries. We built something different.

Catalyzed Platform
Traditional AI/ML
Manual Data Labeling
95% less required
Months of labeling
Accuracy on Domain Tasks
95%+ accuracy
60-70% accuracy
Time to Deploy
10 days
6-12 months
Domain Expertise Required
Your existing team
ML engineers + domain experts
Regulatory Compliance
Built-in audit trails
Custom implementation
Real-time Updates
Continuous learning
Manual retraining

See how regulatory teams are achieving 18x productivity gains

REAL RESULTS

Accelerating IP Intelligence for Pharmaceutical R&D

How a mid-size pharma company streamlined their patent landscape analysis and competitive intelligence gathering

Before Catalyzed

2-3 WeeksPer IP Analysis
  • Manual searches across multiple databases
  • Inconsistent analysis between team members
  • Missing relevant prior art
  • Delayed competitive intelligence
  • Limited bandwidth for thorough searches

With Catalyzed

2-3 DaysPer IP Analysis
  • Automated patent landscape mapping
  • Consistent analysis framework
  • Comprehensive prior art identification
  • Real-time competitive monitoring
  • Team focused on strategic decisions

5x Faster

IP landscape analysis reduced from weeks to days

3x Coverage

More comprehensive patent and literature review

Weekly Updates

Continuous monitoring of competitive landscape

2 Week Setup

Quick deployment with existing workflows

Legal Contract Review for Health Tech

Streamlining vendor agreement reviews for a growing health tech startup

Contract Review Time
4-6 hours30 minutes
Compliance Detection
~70%95%+
Weekly Capacity
5-10 contracts40+ contracts
"Catalyzed transformed how we approach IP intelligence. What used to take our team weeks now happens in days, and we're catching competitive developments we would have missed before. It's become essential to our R&D strategy."
Director of IP StrategyMid-Size Pharmaceutical Company

Ready to accelerate your regulatory intelligence?

See how Catalyzed can work for your specific use case

What Our Clients Say

Real feedback from teams using Catalyzed to streamline their regulatory workflows

90% Faster IP Decisions
Challenge:

Spent 2-3 weeks per patent landscape analysis with external counsel

Solution:

Automated prior art search and competitive analysis in 2-3 days

Result:

Accelerated R&D decisions and saved $200K+ annually in legal fees

"For the first time, I actually understand where our IP is strong and where we're vulnerable. We used to get legal opinions weeks later - now I can see competitive landscapes instantly and make strategic decisions with confidence."
Chief Executive OfficerPharmaceutical R&D Company
240x Faster Contract Review
Challenge:

4-6 hours per contract review with 30% of issues missed

Solution:

Automated review and redlining in under 1 minute

Result:

Processing 50+ contracts daily with 95%+ accuracy on compliance issues

"What took our experienced lawyers hours now happens in about a minute. The platform catches issues we might miss and generates redlines that are actually better than what we'd draft manually - all without changing how our team works."
Legal Operations ManagerLegal Tech Startup
82% Fewer Support Queries
Challenge:

Support team overwhelmed with repetitive research requests

Solution:

Self-serve knowledge base powered by Catalyzed's AI

Result:

Support team refocused on high-value customer engagements

"We weren't even looking for this solution, but Catalyzed gave us something we desperately needed - customers can now research incorporation requirements and tax implications themselves. Our support team went from drowning in queries to actually helping with complex cases."
Head of Customer SuccessGlobal Incorporation Services

Platform Capabilities

Millions
Documents Processed
TBs
Knowledge Library
100s
ML Workflows
Real-time
Data Updates

Frequently Asked Questions

Get answers about how Catalyzed can work for your organization

How quickly can we see value from the platform?

Most clients see immediate time savings in their first week. For example, IP landscape analysis that took 2-3 weeks can be done in 2-3 days. Contract review times drop from hours to under an hour. The exact ROI depends on your use case and volume - we can discuss specifics during a demo.

What do you mean by '95% less manual labeling'?

Traditional AI requires thousands of manually labeled examples. We learn from your existing decisions and expert feedback instead. You share your expertise through collaboration, not tedious data labeling. Our team handles the complex evaluation design and synthetic data generation. You focus on what you know best - your domain - while we handle the AI engineering.

What makes Catalyzed different from general AI tools?

General AI tools like ChatGPT aren't designed for regulated industries. Catalyzed provides domain-specific intelligence with proper citations, regulatory database integration, and audit trails. We combine multiple specialized models and workflows specifically tuned for compliance and regulatory tasks.

How does this work with our existing systems?

Catalyzed integrates with your current tools and workflows. Whether you have a CLM system, document management platform, or other regulatory tools, we can connect to enhance their capabilities with AI-powered analysis. Think of us as an intelligence layer that makes your existing systems smarter.

How long does implementation take?

Typical deployment takes 2-4 weeks depending on your use case. We start with understanding your specific workflow, configure the platform for your needs, and provide training to your team. This is much faster than building custom AI solutions or hiring additional staff.

Do we need technical expertise to use this?

No technical expertise required. The platform is designed for regulatory and compliance professionals. Upload documents, run searches, and get results through an intuitive interface. Your team focuses on their expertise while we handle the technical complexity.

How do you ensure data security and confidentiality?

Your data is isolated in secure, encrypted environments. We don't train models on your data or share it across clients. Access controls, audit logs, and enterprise-grade security measures protect your sensitive information. You maintain full ownership and control of your data.

What types of documents can the platform process?

Catalyzed handles PDFs, Word documents, Excel files, and more. We process patents, regulatory filings, contracts, scientific literature, clinical trial data, and other compliance documents. Our ML workflows are designed to extract and analyze information from complex regulatory documents.

How do you keep up with regulatory changes?

Our platform continuously ingests updates from regulatory databases, patent offices, and scientific literature. The knowledge library is updated in real-time, ensuring your analysis always reflects the latest requirements and prior art.

Can we customize the platform for our specific needs?

Yes, every deployment is configured for your specific requirements. We adapt the workflows, search parameters, and analysis frameworks to match your regulatory domain and internal processes. It's your compliance expertise, automated and scaled.

What kind of support do you provide?

We provide onboarding, training, and ongoing support. Your team gets direct access to our support team who understand both the platform and regulatory requirements. We're partners in making your regulatory operations more efficient.

How accurate is the analysis?

Accuracy varies by use case, but clients typically see significant improvements over manual processes. For contract review, compliance issue detection rates improve from ~70% to 95%+. The platform combines multiple validation steps and always provides citations for verification.

Can we try it before committing?

Yes, we offer pilots tailored to your specific use case. We'll work with your actual documents and requirements to demonstrate value before any major commitment. This lets you see real results with your own workflows and data.