Detection Libraries

Built for clarity, scalability, and modern compliance workflows

What Detection Libraries Are Designed to Do

Lexa Shield’s Detection Libraries provide the foundation for consistent, accurate, and risk-aware communication across the organization. Each library is built to understand real-world language, highlight potential exposure, and strengthen the quality of messages before they are shared. The result is a clear, explainable layer of protection that supports teams without monitoring individuals.

Explainable Intelligence

Lexa Shield’s Detection Libraries give teams a transparent and explainable way to evaluate communication quality, spot early risk signals, and maintain consistency. Each library reviews content, not people, and supports accuracy, professionalism, and alignment.

Built for Modern Communication Challenges

Traditional compliance tools cannot keep up with fast-moving conversations or AI-assisted workflows. Lexa Shield acts as a precision filter for inbound and outbound communication, reducing ambiguity and catching potential exposure before it turns into reputational or regulatory pressure.

Protection in the Generative AI Era

With increasing use of AI tools, hallucinations and fabricated details are becoming unavoidable risks. Lexa Shield’s libraries act as a safeguard, ensuring that anything created, edited, or reviewed with AI meets high standards of accuracy, clarity, and professional integrity.

Regulatory & Legal Libraries

Libraries that surface language patterns possibly associated with regulated requirements or risk-sensitive terminology. These do not interpret laws — they highlight areas that may need review from qualified professionals.

Contract Risk Shield

Highlights ambiguous or sensitive contractual phrasing to support legal, procurement, and operations teams in early-stage review.

Financial Misconduct Shield

Surfaces financial-related language patterns that may warrant review, including unclear, misleading, or high-risk representations, supporting clearer and more responsible financial communication.

Crypto Misconduct Shield

Highlights crypto-related language patterns that may introduce regulatory, reputational, or trust risk, helping teams maintain clarity and responsibility in digital asset communication.

LGPD (Brazil)

Identifies terminology tied to personal data handling, data subject rights, consent language, and responsible communication around privacy obligations.

CLT (Brazil)

Surfaces text patterns related to informal labor practices, worker classification inconsistencies, employment documentation issues, or unclear contractual phrasing.

CDC (Brazil)

Highlights claims-related phrasing, deceptive wording, or consumer protection red flags to support clearer, more balanced communication in marketing, customer messaging, and product documentation.

Standards & Professional Guidelines

Libraries designed to elevate clarity, reduce ambiguity, and improve professionalism across internal and external communication — ideal for leadership, customer-facing teams, and brand-sensitive channels.

Unprofessional Tone Shield

Identifies tense, dismissive, or unclear language that may introduce misunderstanding or reduce trust in communication.

Corporate Jargon Shield

Flags vague, inflated, or opaque terminology that reduces clarity and weakens message precision.

Offensive Language Shield

Surfaces inappropriate or harmful phrasing to support respectful, inclusive communication.

Organizational & Workplace Integrity

Libraries that help teams maintain clarity, respect, and ethical alignment in communication. These evaluate written content only — never individuals.

Bullying & Harassment Shield

Identifies hostile or demeaning patterns in written communication, supporting safer and more constructive interactions across teams and public channels.

Illegal Content Shield

Flags terminology associated with prohibited or high-risk activities to support responsible communication practices.

Marketing Claims Shield

Surfaces exaggerated, unverified, or overly absolute statements to support marketing, product, and communications teams in maintaining balanced, trustworthy messaging.

Intelligence Starts Here

Lexa Shield’s Detection Libraries give organizations a modern, explainable, and scalable foundation for safer communication — built for teams that need precision, clarity, and consistency in a rapidly evolving environment.

“Library Shield” is a detection library designed to surface language patterns that may warrant review; it does not prevent risk,
ensure compliance, or replace organizational judgment, regulatory obligations, or
professional review.

Across regulatory language, workplace integrity, marketing messaging, and AI-generated content, these libraries help you

Elevate communication standards
Reduce ambiguity and misinformation
Strengthen compliance readiness
Prevent reputational and operational exposure
Catch AI-generated hallucinations before they cause harm

If your organization is ready to upgrade how it reviews, approves, and manages communication quality and risk, Lexa Shield delivers the intelligence layer built for the next generation of trust and governance.