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

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Blog Posts

How to Run an AI Risk Assessment: A Framework for Security Teams

You can't manage AI risk you haven't measured. Polygraf's AI risk assessment framework helps security teams identify exposure, quantify likelihood, and manage all AI risks.

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.
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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.
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Blog Posts

How to Run an AI Risk Assessment: A Framework for Security Teams

You can't manage AI risk you haven't measured. Polygraf's AI risk assessment framework helps security teams identify exposure, quantify likelihood, and manage all AI risks.

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.
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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.
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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.
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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.
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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

v2.6 – High-Quality Structured Dataset

Released Sept 4, 2025

v2.5 – Structured Content Enhancement

Released Aug 25, 2025

v2.4 – Training & Inference Alignment

Released Jul 24, 2025

v2.3 – Reasoning Focus

Released Jun 27, 2025

v2.2 – Inference Optimizations

Released May 19, 2025

v2.1 – Advanced Data Pipeline

Released Apr 9, 2025

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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

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Categories

AI Compliance Library

AI Compliance Regulation Tracker 2026 – Which Laws Apply to You

10 applicability questions determine which AI laws apply to you. EU AI Act, GDPR, NIST AI RMF, SEC 2026, HIPAA, NAIC, and five state AI laws - mapped to enforcement

AI Compliance Library

AI Acceptable Use Policy – Small Business Edition

Small businesses need AI governance too - but they don't have compliance teams. Three plain-language rules, a quick decision guide, and an approved tools table. Fill in the tool names,

AI Compliance Library

Remote Work AI Security Policy

Network-based DLP controls don't follow employees home. This policy covers the AI risks that multiply when employees work remotely - personal device use, public WiFi, home networks, and the blurred

AI Compliance Library

AI-Generated Work Product Policy

AI can produce contracts, reports, legal filings, and code in seconds. But who owns it? Who is responsible if it's wrong? When do you have to disclose it? This policy

AI Compliance Library

AI Security Awareness Training Program Outline

58% of AI users received no security training. This 30-minute outline covers what employees actually need: how LLMs handle data, what's prohibited, how to recognize prompt injection, and how to

AI Compliance Library

What Not to Put Into AI Tools: Employee Guide

Most AI data incidents aren't malicious - they're employees who didn't know the rules. This guide gives every employee a clear, practical answer with real examples from everyday work tasks.

AI Compliance Library

AI Vendor Contract Security Addendum – Ready-to-Negotiate Language

Standard vendor contracts don't cover AI-specific risks. This addendum provides exact contract language for: prohibiting AI training use of your data, requiring subprocessor disclosure, securing 48-hour breach notification, and ensuring

AI Compliance Library

Enterprise AI Tool Inventory & Risk Register Template

Every AI security policy is worthless if you don't know which AI tools are actually in use. This register tracks all of them - approved, under review, rejected, retired, and

AI Compliance Library

AI Tool Procurement & Approval Policy – 5-Gate Review Process

Shadow AI proliferates when the approval process is too slow. This procurement policy is thorough enough to be credible, fast enough to be viable, and transparent enough that employees use

AI Compliance Library

Enterprise AI Vendor Security Assessment Questionnaire

Before deploying an AI vendor: do they use your data for training? Do they have zero data retention? Who are their subprocessors? This 5-section questionnaire covers every question that matters.

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.
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Data Provenance

Developers

Company

© 2026 Polygraf AI. All rights reserved.

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