Top AI Security Awareness Platforms for Manufacturing

Manufacturing is one of the highest-targeted sectors for cyberattacks in 2026.

The attack surface has expanded from corporate IT networks to operational technology systems: SCADA, PLCs, MES, and the IoT sensors that run the production floor. And the attacker’s primary entry point is still human error.

The Verizon 2026 Data Breach Investigations Report found the human element was a factor in 62% of breaches.

Sophisticated fraud combining deepfakes and social engineering grew 180% globally. 58% of AI users received no training on AI security risks, even as 43% admitted sharing sensitive work information with AI tools without employer knowledge.

Traditional static security awareness training cannot defend against these threats.

AI-powered security awareness platforms use behavioral analytics, adaptive simulations, and real-time risk scoring to train the specific employees who are most likely to be compromised before the attack occurs.

Key takeaways

• 62% of breaches involve a human element. Traditional annual training does not change the behaviors that drive breaches.
• Deepfake voice and video attacks grew 180% in 2026. Deepfake voice attacks now target plant managers and finance teams.
• AI security training must cover OT/IT convergence risks specific to manufacturing. Generic training misses manufacturing OT threats.
• Human risk scoring replaces completion rates as the metric that matters. Completion rates measure video viewing, not attack recognition.
• Shadow AI use in manufacturing is now a primary security risk. 43% use unsanctioned AI tools, sharing sensitive data.

Who should read this guide

This guide is for IT security leads, plant managers, and operations technology managers at US manufacturers evaluating AI security awareness training platforms.

You are either replacing annual compliance-checkbox training that is not changing behavior, adding AI-powered simulation to an existing awareness program, or looking for a platform that addresses the specific OT/IT convergence risks in manufacturing environments.

This guide is not for:

• Pure-play IT organizations without manufacturing OT environments
• Companies whose primary security investment is in technical controls rather than human risk reduction
• Organizations with fewer than 50 employees where enterprise security awareness platforms may be oversized

Top AI security awareness platforms for manufacturing — quick comparison

The top AI security awareness platforms for manufacturing

1. Adaptive Security

Adaptive Security is an AI-native security awareness training platform that uses generative AI, behavioral data, and open-source intelligence to continuously personalize attack simulations and training content.

The platform builds OSINT-based profiles of each employee, using publicly available information to craft spear-phishing simulations and deepfake voice and video attacks that reflect how an actual attacker would target that specific person.

For manufacturing operations where finance team members and plant managers are the most likely targets of business email compromise and synthetic voice attacks, Adaptive Security’s OSINT-personalized simulations produce measurably higher relevance than generic templates.

What it does well

• OSINT-personalized attack simulation: Builds employee profiles from public information to craft spear-phishing, deepfake voice, and deepfake video simulations that reflect actual attacker targeting methodology rather than generic templates
• Deepfake simulation capability: Generates synthetic voice and video simulations of executive impersonation attacks, training employees to verify identity before acting on urgent requests from leadership
• Behavioral analytics and risk scoring: Tracks simulation response patterns, training completion, and risk behaviors to produce individual human risk scores that identify the employees most likely to be compromised
• Just-in-time coaching: Delivers targeted coaching immediately after a simulation failure rather than routing the employee back to a generic training module months later

Limitations to know: AI-native platform with a shorter track record than legacy providers like KnowBe4. Best suited to organizations that prioritize cutting-edge simulation capability over breadth of historical content library.

Best for: Manufacturers needing the most current AI attack simulation capability, including OSINT-personalized spear phishing and deepfake voice and video training, with real-time human risk scoring.

2. KnowBe4

KnowBe4 is the largest security awareness training platform globally, with the broadest simulation library, the most extensive pre-built training content, and proven deployment at enterprise scale.

The platform’s AI-powered risk scoring, SecurityCoach, and the PhishER triage tool make it the most complete security awareness program for mid-to-large manufacturers that need a proven, comprehensive platform rather than a cutting-edge experimental one.

KnowBe4’s PhishER tool is particularly relevant for manufacturing IT teams: when an employee reports a suspicious email, PhishER automatically analyzes it and removes it from all inboxes before other employees click it.

What it does well

• Largest simulation library: Thousands of phishing simulation templates updated continuously to reflect current attack patterns, including templates targeting manufacturing-specific scenarios such as supplier payment changes and equipment purchase approvals
• AI human risk scoring: SmartRisk Agent continuously scores each employee’s risk level based on simulation response history, training completion, and reported behavior patterns
• PhishER triage: AI-powered automated triage and removal of phishing emails that employees report, removing confirmed threats from all inboxes before additional employees interact with them
• Manufacturing-relevant content: Training modules covering supply chain fraud, wire transfer authorization, and the social engineering patterns most commonly used against manufacturing finance and procurement teams

Limitations to know: Simulation templates are broader rather than OSINT-personalized to each individual employee. Deepfake simulation capability is less advanced than newer AI-native platforms. Best suited to organizations that value breadth and proven scale over cutting-edge personalization.

Best for: Mid-to-large manufacturers needing a proven, comprehensive security awareness platform with the broadest simulation library, AI risk scoring, and automated phishing triage at enterprise scale.

3. Proofpoint Security Awareness

Proofpoint Security Awareness differentiates by correlating training delivery with the actual email attack patterns targeting each organization.

Because Proofpoint also operates one of the largest email security gateways globally, the security awareness platform knows which attack types are actively targeting a manufacturer’s specific domain and can prioritize simulation and training content accordingly.

For manufacturing operations where Proofpoint is already the email security gateway, the Security Awareness integration produces attack-correlated training that reflects actual threats rather than generic security content.

What it does well

• Attack-correlated training: Training and simulation content prioritized based on the actual email threats Proofpoint’s gateway is detecting against the manufacturer’s own domain
• Behavioral intelligence: Analysis of which employees interact with different threat types, enabling targeted simulation delivery to the individuals most likely to be compromised by each attack category
• Very Attacked People (VAP) identification: Identification of the specific employees being actively targeted by external attackers, enabling priority security awareness intervention for high-risk individuals
• Email gateway integration: Security awareness training correlated with live threat intelligence from the world’s largest email security deployment

Limitations to know: Maximum value requires Proofpoint email security gateway deployment. Manufacturers running a different email security gateway will not see the same attack-correlation benefit. Enterprise pricing.

Best for: Manufacturers running Proofpoint email security that want security awareness training correlated with actual threat intelligence from their own email attack patterns.

4. SANS Security Awareness

SANS Security Awareness provides expert-authored security training content built on the deep technical expertise of the SANS Institute, the most respected security training organization in the world.

For manufacturing operations with OT/IT convergence environments, SANS provides security awareness content that addresses the specific risks of industrial control systems, SCADA access, and connected manufacturing environments.

SANS content is technically accurate in a way that generic vendor-produced content often is not. This matters where training needs to address real industrial control system risks rather than generic office IT scenarios.

What it does well

• OT/IT convergence content: Security awareness training that addresses the specific risks of industrial control systems, remote access to manufacturing equipment, and the intersection of OT and IT networks
• Expert-authored accuracy: Training content authored by SANS security experts with deep technical knowledge of the threat landscape, producing content that reflects actual attack methodology rather than simplified vendor narratives
• Compliance coverage: Content mapped to NIST, ICS-CERT, and manufacturing-specific security frameworks, supporting compliance documentation for regulated manufacturers
• Technical depth for operations staff: Training content appropriate for plant engineers and OT staff who need to understand security risks in their specific operational context, not just generic phishing awareness

Limitations to know: Less AI-driven simulation personalization than Adaptive Security or KnowBe4. Best suited to manufacturers that prioritize content quality and OT/IT technical accuracy over automated simulation volume.

Best for: Manufacturers with OT/IT convergence environments needing technically rigorous security awareness content that addresses industrial control system risks specifically.

5. Outthink

Outthink is a human risk management platform that uses AI behavioral analytics to continuously measure and score each employee’s security risk based on observed behaviors across systems, not just simulation response rates.

The platform identifies high-risk individuals and risk patterns before an incident occurs, rather than measuring risk through periodic training completion and simulation click rates.

For manufacturing organizations that have moved beyond compliance-checkbox security awareness training and need a genuine behavioral intelligence program, Outthink provides the continuous risk intelligence layer that connects training investment to measurable risk reduction.

What it does well

• Continuous behavioral risk scoring: AI models that analyze behavioral signals across systems to produce ongoing individual risk scores, rather than static scores based on periodic simulation results
• Predictive risk identification: Identification of employees showing behavioral patterns associated with elevated compromise risk before an incident occurs
• Training-to-behavior connection: Measurement of whether security awareness training is actually changing the behaviors that drive breach risk, not just improving simulation click rates
• Security leader reporting: Board-level risk reporting that connects human risk investment to measurable security outcomes rather than completion rate statistics

Limitations to know: Enterprise human risk management platform suited to organizations with mature security awareness programs seeking behavioral intelligence. Less suited to organizations starting a security awareness program from scratch.

Best for: Manufacturers with mature security awareness programs that need continuous behavioral risk intelligence and board-level security risk reporting beyond completion rates and simulation statistics.

6. Living Security

Living Security is a human risk management platform that provides a unified view of security risk across both human employees and the AI agents that manufacturing organizations are increasingly deploying alongside human workers.

As manufacturing teams deploy AI agents that interact with ERP, MES, and supply chain systems, the security risk surface expands to include non-human actors that traditional security awareness platforms do not address.

Living Security’s AI-native platform analyzes signals from both human employees and AI agents to predict and prevent security incidents across the full manufacturing AI environment.

What it does well

• Human and AI agent risk monitoring: Unified security risk view across human employees and the AI agents deployed in manufacturing operations, addressing the hybrid human-machine security environment
• Automated risk response: Orchestrated responses to identified risk signals, including targeted training delivery, access restriction recommendations, and automated incident escalation
• Personalized adaptive training: AI-driven training delivery that adapts to each individual’s specific risk profile rather than delivering the same content to all employees on the same schedule
• Manufacturing-relevant risk scenarios: Security awareness content and simulations addressing the specific risk scenarios manufacturing employees encounter, including supplier fraud, wire transfer authorization, and remote access social engineering

Limitations to know: Enterprise platform with significant implementation investment. The AI agent risk monitoring capability is most relevant for manufacturers that have already deployed AI agents in production environments.

Best for: Large manufacturers deploying AI agents alongside human workers who need unified security risk management across both human employees and AI agents in manufacturing operations.

Five questions to ask before selecting an AI security awareness platform for manufacturing

1. Does the platform address OT/IT convergence risks specific to your manufacturing environment?

Most security awareness platforms are built for corporate IT environments. Manufacturing adds SCADA access, PLC connections, remote maintenance portals, and connected shop floor devices that create security risks generic training does not address.

Ask specifically whether the platform includes OT-relevant training content and simulation scenarios that reflect manufacturing-specific attack vectors.

2. How does the platform handle shadow AI risk in the manufacturing team?

43% of employees share sensitive work information with AI tools without employer knowledge. For manufacturers with proprietary process parameters, supplier pricing, and customer data, unsanctioned AI use is an IP and compliance exposure.

Ask how the platform addresses shadow AI risk specifically, including employee education on which AI tools are approved and what data cannot be shared externally.

3. Does the platform move beyond simulation click rates to behavioral change measurement?

A 92% simulation completion rate and a 15% phishing click rate tell you about employee awareness. They do not tell you whether the security behaviors that prevent breaches have actually changed.

Ask how the platform measures behavioral change over time, not just simulation performance, and what the connection is between training investment and actual risk reduction.

4. How are simulations personalized to each employee’s specific role and risk profile?

A finance manager processing wire transfers is a different target than a maintenance technician with SCADA access credentials.

Generic phishing simulations sent to both provide generic training value. Ask how the platform personalizes simulation content and training delivery to each employee’s specific role, access level, and risk profile.

5. What is the compliance documentation the platform produces for manufacturing security audits?

Manufacturing organizations in defense, pharmaceutical, and food safety industries face security audit requirements that include documentation of employee security training.

Ask specifically what compliance reports and training documentation the platform produces, which frameworks those reports map to, and whether the output format satisfies your specific audit requirements.

Manufacturing-specific security awareness requirements

Manufacturing security awareness training has four requirements that general-purpose corporate training programs do not address.

OT/IT convergence education. Plant floor workers, maintenance technicians, and engineers with access to industrial control systems need security awareness training that covers the specific risks of SCADA connections, remote access portals, and the consequences of a control system compromise. A phishing simulation that results in credential theft for an OT network can produce physical production consequences that IT network compromises do not.

Shadow AI risk. Manufacturers increasingly allow employee AI tool use without clear governance on what data can be shared. Security awareness training must explicitly address which AI tools are approved, what manufacturing data cannot be shared with external AI systems, and what the IP exposure consequences of unsanctioned AI use look like in practice.

Supply chain fraud scenarios. Manufacturing finance and procurement teams are primary targets of business email compromise attacks that impersonate suppliers requesting payment account changes. Security awareness training must include simulations specific to this pattern, not generic financial fraud scenarios from retail or banking contexts.

Deepfake executive impersonation. Plant managers and finance directors are targets of synthetic voice attacks impersonating the CEO or CFO requesting urgent wire transfers. Training that covers text-based phishing but not synthetic voice impersonation leaves a significant gap in manufacturing security awareness.

Need help selecting and implementing security awareness training for your manufacturing operation

Selecting the right platform requires understanding the specific threats targeting your manufacturing environment, the compliance documentation requirements for your industry, and the security behaviors that matter most for your specific team structure.

Phos AI Labs helps mid-market manufacturers select and implement the right AI tools correctly.

We are one of the first few firms globally in the OpenAI Select Partner Network and one of the first few firms globally in the Anthropic Claude Partner Network.

AI Readiness Audit from $10,000 · Ongoing embedded delivery from $15,000/month

Talk to Phos AI Labs about AI implementation for your manufacturing operation

FAQs

What is the best AI security awareness training platform for manufacturing in 2026?

Adaptive Security leads for manufacturers needing the most current AI attack simulation, including OSINT-personalized spear phishing and deepfake voice training. KnowBe4 leads for proven enterprise scale with the broadest simulation library and AI risk scoring. SANS Security Awareness leads for manufacturers with OT/IT convergence environments needing technically rigorous industrial control system content. The best platform depends on which threat category is most relevant to your specific manufacturing environment.

How do deepfake attacks target manufacturing companies?

Deepfake voice attacks impersonate manufacturing executives (CEO, CFO, plant director) in urgent calls requesting wire transfers, vendor payment changes, or credential disclosures. Finance teams and plant managers are primary targets. Deepfake video attacks are less common but growing. Security awareness training that covers only text-based phishing leaves manufacturing finance and operations teams unprepared for synthetic voice attacks.

What OT/IT security risks does manufacturing security awareness training need to cover?

Manufacturing security awareness must cover SCADA and PLC access risks (credentials that control physical equipment, not just data), remote access social engineering (attackers impersonating equipment vendors with legitimate-seeming access requests), the consequences of OT network compromise (production shutdown, physical damage, safety incidents), and shadow AI risk (sharing process parameters with unsanctioned AI tools that transmit data externally).

How does AI security awareness training differ from traditional annual compliance training?

Traditional annual training delivers the same content to every employee once a year and measures completion rates. AI security awareness training delivers personalized simulations targeting each employee’s specific role and risk profile, delivers coaching immediately after simulation failures rather than months later, tracks behavioral change not just completion, and updates continuously as the threat landscape changes.

What is human risk scoring in security awareness platforms?

Human risk scoring assigns each employee a continuous risk score based on their simulation response history, training completion, and observed security behaviors across systems. High-risk individuals are identified proactively for targeted intervention before a breach occurs, replacing the completion rate statistics that measure whether employees watched training videos rather than whether they changed the behaviors that prevent breaches.