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You're evaluating Adaptive Security and Moxso. Here's where each one wins.

Adaptive Security has built a strong product for organizations focused on AI-driven attack threats. The OpenAI and NVIDIA backing carries weight, the deepfake-focused content library is unique, and the customer base, Lennar, Plaid, Ramp, NerdWallet, is real American enterprise scale. We respect what they've built. Moxso operates differently. We are not a deepfake-focused training platform with a strong investor brand. We are the European architecture for Human Risk Intelligence. The category that the SAT industry was structurally not built to produce, regardless of how good the AI-attack content gets.

This page is the honest comparison.

Where Adaptive fits

A strong choice if your primary requirement is AI-attack training.

Adaptive's core strength is the AI-attack and deepfake training surface. The content library is genuinely deep on voice phishing, executive deepfakes, and AI-generated spear phishing. For a US enterprise where the buying committee has decided that AI threats are the primary vector and training is the primary intervention, Adaptive is well-positioned.

You're an Adaptive buyer if:

  • AI-attack and deepfake training is your single largest evaluation criterion
  • Your buying committee values the OpenAI/NVIDIA investor signal as a credibility marker
  • Your operating environment is US-regulatory primary
  • Your program posture is next-generation training, not architectural risk reduction
  • Your board accepts engagement metrics, training completion rates, and adapted content as proof of program effectiveness

If those describe you, Adaptive is doing what it was built to do.

Where Moxso operates differently

We are not a better-trained version of SAT. We are a different category.

Adaptive is SAT done at the AI-content frontier. Moxso is what comes after SAT. Adaptive's category is Security Awareness Training, evolved with AI. Moxso's category is Human Risk Intelligence, a category that produces evidence the SAT model was structurally not built to produce. Better training content does not close that architectural gap. It just makes a parallel program more sophisticated.

Three signals connected, weighted at the individual. Adaptive reads training engagement and ingests stack signals (IAM, SEG, EDR, DLP). Moxso reads behavior, live OSINT classified by industry and region, and organizational weight by role and access. Connected, not just integrated. The CFO's click and the intern's click weigh differently.

Audit-defensible at the calculation level. Adaptive produces dynamic risk scoring. Moxso produces a methodology-versioned Resilience Score, drillable from organization to department to the individual driving the score, pre-mapped to NIS2 21(2)(f), ISO 27001, and DORA at the calculation level. The auditor reads the methodology document before the call.

EU sovereign by architecture. Hosted on Scaleway. Sub-processors disclosed publicly. NIS2 essential and important entity scope. For European buyers, this is procurement-grade architectural difference. Adaptive is a US-headquartered, OpenAI-backed product; the data residency conversation goes a specific way for European procurement.

The Signal Bus, at Defend tier. Moxso carries human risk into Splunk, Sentinel, XSOAR, CrowdStrike, and the identity layer. The human layer becomes a connected layer of the security stack. Adaptive integrates into its training and risk surface; Moxso emits out into the SOC.

Sixteen risk categories, MITRE ATT&CK and NIST aligned. Including HUAI (Human Use of AI) and AAI (Agentic AI), the two no other vendor has built. Adaptive's risk model is dynamic but unmethodized at the framework level. The framework is the document Persona 03's GRC lead wants to read.

The decision matrix

When Adaptive. When Moxso.

Choose Adaptive if AI-attack training is your primary evaluation criterion, your buying committee weights US investor brand strongly, and your program posture is next-generation training rather than architectural risk reduction.

Choose Moxso if any of these is true:

  • Your auditor is asking how you produce evidence at the calculation level
  • You're under NIS2, DORA, or any framework demanding EU-sovereign data architecture
  • Your board has asked for a number that moves quarter on quarter, drillable to the individual
  • The SOC has asked for human risk context in the SIEM, not in a separate dashboard
  • You want sixteen explicit risk categories with documented methodology, not a dynamic score with abstract weighting
  • You're a European organization and procurement will reject US-headquartered tooling on data residency grounds
A note on AI threats

Better content, or a category structure.

Both vendors take AI threats seriously. Adaptive built its content library around them. Moxso built two new risk categories around them, HUAI and AAI, and integrates them into the Resilience Score so the board can see the trend. Different approaches, both legitimate. The question is whether your program needs better content for AI threats, or a category structure that captures them.

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Twenty minutes. Bring your shortlist.

We will show you the engine running on your actual signal, walk you through the architectural difference between Adaptive Human Security and AI-attack-focused SAT, and price it per seat in the call. No nurture sequence. One working day to a slot.

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See how your team can reduce human risk

Explore how Moxso helps your team identify employee risk, target training and assess progress. Tell us where you want to reduce exposure.

  • Explore how training, simulations and follow-ups address gaps.
  • See how human risk varies across your organization, departments and employees.
  • Review how your goals automatically steer risk reduction.

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