Arwen Protect

Stop threats before they turn real

Detect, assess and investigate online risks across social comments, protecting people, brands and assets before issues escalate.

Arwen Protect dashboard: 178 threats removed, 52 forwarded for investigation, 98% detection accuracy for threats

Built for high-stakes environments where accuracy and speed matter

Detect icon

High-Confidence Threat Detection

Uses advanced AI to detect credible risks at 96-99% accuracy

Notification icon

Early Warning Monitoring

Monitors continuously with real time notifications so risk is identified early, not after damage is done

Investigation icon

OSINT-Backed Investigations

Open-source intelligence to investigate threats, assess risk and manage evidence and escalation

How Arwen Protect works

Arwen Protect combines AI detection with OSINT investigation to prevent online risks from escalating.

1. Detect comment

Real-time analysis and alerts of threatening comments, across all networks, paid and organic.

2. Investigate user

Expert analysts investigate commenters, gather evidence and assess risk.

3. Escalate and mitigate

Clear escalation protocols, liaison with security teams and local security services.

4. Support litigation

Prosecution-ready evidence of original comment, investigation steps and actions taken.

Built for high risk roles

Who Arwen Protect is for

Arwen Protect is for teams responsible for stopping online threats from turning into real-world harm.

Trust and Safety

Detect, assess, and escalate credible threats, without overwhelming teams or reviewers.

Learn more ⟶

Risk and Reputation

Identify coordinated attacks and emerging narratives early, with evidence to act calmly and decisively.

Learn more ⟶

Security

Use OSINT-backed context to validate threats, understand actors and support real-world response.

Learn more ⟶

Exposed Users

Protect executives, public figures, and assets facing persistent or elevated threat environments.

Learn more ⟶

Features

Proven capabilities that support Arwen Protect's risk workflow

An organic post comment auto-removed for hate speech, threat and negativity

Flag threatening comments

Comprehensive comment detection

Automatically detects threatening comments across paid and organic social media posts in real time.

Detect filters: threats, weapons, self-harm, hate speech, topic mention, toxicity spikes, dislike spikes

Detect any and all risks

Configurable to scan for any type of risk

As well as threats, Arwen can scan comments for other risks facing your organisation, many of which surface on social media first.

Notification: 2 threats require immediate attention

Flag severe comments

Real-time notifications

Instantly notifies relevant stakeholders when high-risk threats or harmful behavior are detected.

Exclusion list of banned usernames

Ban threatening individuals

Manages repeat offenders

Tracks and shadow-bans individuals responsible for persistent threats and abuse, enabling long-term protection.

Facebook, Instagram, TikTok, YouTube and X icons

One-stop dashboard

Cross-platform coverage

Protects individuals across all major platforms, including Facebook, Instagram, X (Twitter), YouTube, and TikTok.

An Arwen evidence report with name, details, location and all comments posted

Evidence collection

Prosecution-ready evidence

Gathers and compiles data on abusive behavior to support legal and offline actions.

71 threats detected and 59 threats forwarded for investigation

OSINT investigation

Investigate with open-source intelligence

Uses open-source intelligence to identify the real users behind comments, assess threat and intent, and support safe escalation.

An image comment auto-removed for weapons

Image detection

Image classification

Automatically locate and remove images with threatening content.

Language detection list: English, Arabic, German, Spanish, Portuguese, Russian, Hindi, Chinese and more

30+ Languages

Multi-language support

Covers 30+ languages, including emojis, slang and intentional misspellings.

Testimonials

What our customers say

“

The FIA are committed to taking action against abuse, harassment and hate speech. Arwen.ai is a key tool in our efforts.

FIA, PRESIDENT

Mohammed Ben Sulayem

“

We really value the Arwen service and all it gives us.

RUGBY FOOTBALL UNION, HEAD OF CONTENT

Nabil Hass

“

Arwen makes us feel like we’ve raised the bar and made the creators feel safe.

HINGE, MARKETING MANAGER

Elke Luria

Ready to stop online threats before they turn real?

See how Arwen Protect helps teams detect, assess, and escalate risk early - with clarity, evidence and control.

FAQ

Got questions? We've got answers.

How accurate is Arwen Protect?

+

Arwen Protect uses multiple AI techniques to achieve 96–99% detection accuracy across key threat types, including targeted harassment, threats and coordinated abuse.

Alerts are confidence-scored and context-aware, so teams see credible risk, rather than noise. This helps teams act early without overreacting.

Can we control what counts as a threat or risk?

+

Yes. Control is built in.

What one organisation treats as critical may be informational for another, and Protect reflects that. During onboarding we define your Protect policy, setting out what threats you want detected, who needs to be notified, how investigations should be handled and protocols for escalation and security liaison.

We routinely review this policy with you and continually optimise how Arwen is configured to deliver it.

What happens if a threat is detected?

+

When Protect identifies a credible risk, it follows a clear, predefined workflow:

  • The threat is flagged and supporting context and evidence captured
  • It is moderated, if that's part of your policy
  • Investigation is undertaken, either by us or your in-house team
  • Risk assessment and recommended next steps are surfaced
  • Escalation paths are triggered if and when thresholds are met

Teams remain in control, with clear documentation at every stage.

Is our data and investigation work secure?

+

Yes. Arwen Protect is built for security- and compliance-conscious environments.

Access is permissioned, investigations are logged and all actions are auditable. Data is handled in line with applicable privacy and security standards and investigation outputs are designed to be shared safely with internal or external stakeholders when needed.

All processing happens via official APIs with OAUTH2 access, no login credentials stored.
Protect is ISO 27001 certified, GDPR compliant, and supports regulator-ready reporting for online safety, legal and governance teams.

How is Arwen Protect different from moderation tools?

+

Moderation focuses on removing unwanted content. Arwen Protect focuses on identifying and managing real risk.

Protect looks beyond individual comments to understand patterns, intent, escalation signals, and actors. It supports investigation, context-building, and escalation - not just content removal.

However, you can choose to have threatening comments moderated via the Arwen Moderate product.

In short: moderation keeps spaces clean; Protect keeps people and assets safe.

How is this different from social listening or threat monitoring tools?

+

Listening tools tell you what’s being said, usually after the fact.

Arwen Protect operates in real time and is designed for action, not reporting. It connects detection, investigation, escalation, and documentation into a single workflow, so teams can intervene early and responsibly.

What do you mean by OSINT investigations?

+

OSINT (Open-Source Intelligence) uses publicly available information to help investigate commenters, understand behaviour and identify patterns.

OSINT is used responsibly to add context to high-risk cases - not to surveil broadly. It helps teams distinguish between noise, coordinated activity, and credible threats, supporting informed decisions and safe escalation.

Does Arwen Protect replace security or investigation teams?

+

No. It supports them.

Arwen Protect acts as an early-warning and context layer, surfacing risks sooner and packaging evidence clearly. Final decisions and actions remain with your internal teams or trusted partners.

Is Arwen Protect fully automated?

+

No - and that’s intentional.

Routine detection and prioritisation happen automatically, at speed. Judgement, escalation and intervention remain human-led.

Arwen Protect is designed to reduce cognitive load, not remove accountability.

What happens if Arwen gets something wrong?

+

All actions in Arwen Protect are transparent, reviewable and reversible.

Teams can adjust thresholds, provide feedback, and refine Arwen's activity over time. In practice, customers see fewer errors than with manual review and significantly less risk from missed escalation.

Who typically owns Arwen Protect internally?

+

Arwen Protect is most often owned by:

  • Trust & Safety teams
  • Risk and Reputation teams
  • Security and safeguarding teams

Senior leadership typically has visibility through clear reporting and audit trails, without needing to manage day-to-day operations.

How quickly do teams see value from Protect?

+

Most teams see value immediately through early risk detection and reduced manual effort.

The longer-term value comes from avoided incidents, calmer escalation, defensible decision-making and the deterrent effect of prosecutions - outcomes that are difficult to achieve with reactive or fragmented tools.

Is Arwen Protect right for us if we don’t face constant threats?

+

Yes.

Protect is designed for early warning, not constant escalation. Many customers use it precisely so that low-level signals don’t quietly grow into major incidents.

Many clients think of it as an insurance policy.

It’s about preparedness, not panic.