Polygraf AI recognized as a Representative Vendor in the 2026 Gartner® Market Guide for Guardian Agents.

Polygraf AI named Most Innovative Cybersecurity Company by The Hacker News

Book a Demo
Free AI Risk Assessment Book a Demo

Insights & Updates from Polygraf.

The latest industry news, interviews, technologies, and resources.

News & More

Explore our articles, thought leadership, interviews, industry news, and more.

TechCrunch Taps Polygraf AI for Prestigious Startup Battlefield 2025

Austin, Texas - Polygraf AI has been selected to Startup Battlefield 200, amongst thousands of the most promising early-stage startups worldwide, to pitch at TechCrunch Disrupt 2025 this October in San Francisco.

TechCrunch Taps Polygraf AI for Prestigious Startup Battlefield 2025

Austin, Texas - Polygraf AI has been selected to Startup Battlefield 200, amongst thousands of the most promising early-stage startups worldwide, to pitch at TechCrunch Disrupt 2025 this October in San Francisco.

Blog Posts

AI Audit Trails: What You Need to Log and Why Regulators Are Checking

Regulators are asking for AI audit trails enterprises can't produce. Polygraf AI explains what to log and how long to retain it.

Blog Posts

AI Security Checklist for Enterprise Teams: 25 Controls to Implement Now

Most enterprises have deployed AI but skipped the security controls. Polygraf's 25-point AI security checklist maps the controls every enterprise needs to know.

Blog Posts

How Banks Are Securing Employee AI Tool Usage Without Blocking Productivity

Banks that ban AI lose productivity. Banks that don't govern it face breaches. Polygraf explains how financial institutions are securing employee AI tools.

Blog Posts

PCI-DSS and AI Tools: What Finance Teams Need to Know About Cardholder Data

AI tools that process cardholder data may fall under PCI-DSS scope. Polygraf AI explains what finance teams need to know about PCI-DSS compliance for AI.

Blog Posts

On-Premise vs. Cloud AI Security: A Decision Framework for Regulated Industries

Cloud AI security isn't viable for every regulated environment. Polygraf prepared a decision framework for on-premise vs. cloud AI deployment.

Blog Posts

Securing AI in Legal: How Law Firms and In-House Counsel Manage AI Data Risk

Legal teams are using AI with privileged, confidential, and client data. Polygraf explains how law firms and in-house counsel manage AI data risk.

News

Polygraf AI named Most Innovative Cybersecurity Company by The Hacker News.

Read the latest news piece about Polygraf AI being named Most Innovative Cybersecurity Company at the 2026 Cybersecurity Stars Awards by The Hacker News.

News

Polygraf AI recognized as a Representative Vendor in the 2026 Gartner® Market Guide for Guardian Agents.

In the latest Gartner® market guide for guardian agents, Polygraf AI was named a representative vendor.

News

AI Notetakers – Enterprise’s New Insider Threat?

Read the latest breakdown on Cybersecurity Insiders by Yagub Rahimov, Founder and CEO of Polygraf AI, on how AI meeting assistants are embedding themselves into enterprise workflows, silently capturing and

News

Polygraf AI Announces Core AI Patent and Sweeps Major Cybersecurity Awards at RSAC 2026

SAN FRANCISCO–(BUSINESS WIRE)–Polygraf AI, the company redefining AI security for critical operations, today announced a major milestone in its mission to secure the enterprise AI frontier. During the RSA Conference

News

Polygraf AI Launches Desktop Overlay as a Real-time AI Behavior Control Plane Across Enterprise Operations

AUSTIN, Texas–(BUSINESS WIRE)–Polygraf AI today announced the launch of its Desktop Overlay, a new product designed to provide continuous, real-time guidance for compliance operations and data protection directly at the

News

POLYGRAF AI CLOSES $9.5M FUNDING TO SCALE ITS SECURE AI SOLUTIONS FOR ENTERPRISE DEFENSE AND INTELLIGENCE

With the new $9.5M Seed round led by Allegis Capital, Polygraf AI is building the next generation of enterprise AI security—powered by its proprietary Small Language Models.

Blog Posts

AI Audit Trails: What You Need to Log and Why Regulators Are Checking

Regulators are asking for AI audit trails enterprises can't produce. Polygraf AI explains what to log and how long to retain it.

Blog Posts

AI Security Checklist for Enterprise Teams: 25 Controls to Implement Now

Most enterprises have deployed AI but skipped the security controls. Polygraf's 25-point AI security checklist maps the controls every enterprise needs to know.

Blog Posts

How Banks Are Securing Employee AI Tool Usage Without Blocking Productivity

Banks that ban AI lose productivity. Banks that don't govern it face breaches. Polygraf explains how financial institutions are securing employee AI tools.

Blog Posts

PCI-DSS and AI Tools: What Finance Teams Need to Know About Cardholder Data

AI tools that process cardholder data may fall under PCI-DSS scope. Polygraf AI explains what finance teams need to know about PCI-DSS compliance for AI.

Blog Posts

On-Premise vs. Cloud AI Security: A Decision Framework for Regulated Industries

Cloud AI security isn't viable for every regulated environment. Polygraf prepared a decision framework for on-premise vs. cloud AI deployment.

Blog Posts

Securing AI in Legal: How Law Firms and In-House Counsel Manage AI Data Risk

Legal teams are using AI with privileged, confidential, and client data. Polygraf explains how law firms and in-house counsel manage AI data risk.

White Papers & Publications

White paper – AI Governance and Data Leakage in Enterprises

THE CURRENT LANDSCAPE OF AI IN ENTERPRISES
In 2023, it is estimated that enterprises worldwide invested around $151 billion in Artificial Intelligence [1].

White Papers & Publications

Lite paper – AI Governance and Data Leakage in Enterprises

This Whitepaper was put together by Polygraf AI in Response to FBI Alert Number I-051525-PSA (May 15, 2025)

White Papers & Publications

White paper – Countering AI and Deepfake Smishing and Vishing Threats

This Whitepaper was put together by Polygraf AI in Response to FBI Alert Number I-051525-PSA (May 15, 2025)
Sensitive Information Detection Benchmark Polygraf AI

White Papers & Publications

Sensitive Information Detection Benchmark | Polygraf AI vs AWS, Azure & Google

Polygraf AI sets the benchmark for Sensitive Data protection, delivering maximum detection accuracy across PII, PHI and PCI data types and 70 percent fewer false positives than leading cloud tools.

White Papers & Publications

White Paper – How AI Changed Data Mapping

Abstract
This article explores the profound impact of artificial intelligence (AI) on data mapping workflows within the context of personally identifiable information (PII) discovery and classification.

White Papers & Publications

White Paper – A Deadly Trifecta Disinformation Networks, AI Memetic Warfare, and Deepfakes

Abstract
This article explores the profound impact of artificial intelligence (AI) on data mapping workflows within the context of personally identifiable information (PII) discovery and classification.

Case Studies

Polygraf Bluebird AI Humanizer Case Study

Summary:
Polygraf AI Contextual Confidentiality Engine Organizations invest heavily in securing networks and digital assets, yet physical document leakage remains an overlooked vulnerability.

Case Studies

Epson – Secure Printing and Scanning

Summary:
Polygraf AI Contextual Confidentiality Engine Organizations invest heavily in securing networks and digital assets, yet physical document leakage remains an overlooked vulnerability.

Case Studies

US County Government- AI Governance Solution

Summary:
County, [State], serves as a key governmental hub, managingvital public services, official records, and local election data.

Case Studies

Regional Insurance Carrier – Fraud Claim Detection and Claims Automation

Abstract:
This article explores the profound impact of artificial intelligence (AI) on data mapping workflows within the context of personally identifiable information (PII) discovery and classification.

AI Compliance Library

Responsible AI Use Policy – Company-Wide Principles

A responsible AI policy is your organization's public and internal position on how you use AI and why. This template covers principles, prohibited uses, governance structure, and the CEO statement

AI Compliance Library

Quarterly AI Risk Board Report Template

Boards are asking for AI risk reports. This 2-page quarterly template: RAG status, key metrics, incidents, vendor risk, regulatory changes, and what you're asking the board to decide.

AI Compliance Library

AI Governance Committee Charter Template

An AI governance committee without a charter is just a meeting. A charter defines who has authority over what, how fast decisions are made, and what the board sees. This

AI Compliance Library

Enterprise AI Risk Management Framework – NIST AI RMF Aligned

When the board asks 'what's our AI risk posture?' - this is the answer. Governance structure, AI system categorization, key risk metrics, and the control hierarchy. Aligned to NIST AI

AI Compliance Library

Prompt Injection Risk Assessment Guide for Developers

35% of AI security incidents involve simple prompt manipulation. Four attack types, a 5-factor risk scoring framework, specific mitigations per risk level, and test cases to run before shipping.

AI Compliance Library

AI System Pre-Deployment Security Checklist – 20 Controls

Every AI-powered feature needs a security review before it ships. 20 controls across credential security, prompt injection defenses, output validation, agent privilege boundaries, data protection, and monitoring.

USPTO

Patent: System and Method for Identifying and Determining a Content Source

2026

Cyber Defense Magazine Global InfoSec Awards

Most Innovative AI Usage Control

2026

2026 Cybersecurity Excellence Awards

AI Data Security & Governance

2026

22nd Annual Globee® Awards

22nd Annual Globee® Awards for Cybersecurity

2026

Road to Battlefield

Winner

2025

SXSW

Best in Show


2025

Product That Count

Top AI & Data Category Product

2025

Summerfest Tech

Best Fin/Insurtech 2025

2025

SXSW PITCH

Enterprise, Smart Data, FinTech & Future of Work

2025

SOC_2_Type_2_Logo-e1713271292123

SXSW

Top 10 Startup Of The Year

2024

dealroom.co

Top Analytics Startup to Watch for Globally

2024

Nvidia

NVIDIA Inception Program Member

2024

Product That Count

Top AI & Data Governance Product

2024

C2PA

Contributing Member

2024

Product That Count

Top AI Content Detection Tool

2024

Intel

Intel Alliance Program Member

2024

Austin Chamber

Top AI Startup

2023

v3.1 – API Prep & Real-Time R&D

Released Sep 10, 2025

v3.0 – Privacy & Insights Suite

Released Aug 20, 2025

v2.4 – AI Speech Content Detection

Released Jul 30, 2025

v2.3 – Speaker Diarization

Released Jul 2, 2025

v2.2 – Major Model Refresh

Released Jun 20, 2025

v2.1 – Waveform Analyzer

Released May 7, 2025

As Seen On

Image gallery marquee
Image gallery marquee
Image gallery marquee
Image gallery marquee
Image gallery marquee
Image gallery marquee

To learn more about Polygraf, please get in touch.

At Polygraf, we envision a future where AI augments human capabilities without compromising safety, privacy, or ethical standards. Trust in our commitment to building this future with you.

Get a Demo
Get a Demo
AICPA SOC Logo
Data Privacy

Data Provenance

Developers

Company

© 2026 Polygraf AI. All rights reserved.

X-twitter Linkedin Facebook Instagram
Log in
Get Started
Products
Sign Up / In
Log in
Sign Up
Free AI Risk Assessment
Book a Demo

thank you

Your download will start now.

Thank you!

Please provide information below and
we will send you a link to download the white paper.