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Cranium ONE is an AI security and governance platform run as a continuous 'Discover, Observe, Govern, Secure, Prove' loop across an enterprise's AI models, agents, and vendors. Discover builds a living AI Bill of Materials (AI-BOM) and detects shadow AI; Observe monitors live model/agent behavior with 100+ risk signals and 250+ intent classifications; Govern maps and enforces policy to NIST AI RMF, the EU AI Act, and ISO 42001; Secure red-teams models/agents using MITRE ATLAS and OWASP attack libraries with auto-remediation (Arena Shield); Prove generates real-time 'Cranium AI Cards' as shareable, audit-ready compliance evidence via Trust Hubs. Cranium's own platform uses AI/automated analysis on customer-provided data under contract, and separately uses AI-assisted tools (analytics, chat, lead routing) in its own marketing/support operations -- both disclosed in its AI & Automated Decision-Making Notice.

Auto Classmate generates differentiated, standards-aligned lesson plans, units, and classroom resources using OpenAI's API, driven by a teacher-built 'class profile' (aggregate ELL/IEP/504/gifted composition, reading-level spread) rather than individual student records. 'ClassMate AI' is a context-aware chat co-teacher with multi-turn memory across a teacher's own lessons, classes, and logged reflections. Vendor explicitly designs against FERPA-covered student PII: no field collects student names, generation prompts instruct the model never to use or invent names, AI sub plans pass an automatic name-scrubbing step, and saved class-profile text undergoes an automated student-privacy review -- all stated by the vendor as 'safety nets, not guarantees,' since free-text and file uploads are not reliably screened.

Lark operates its own AI infrastructure for real-time translation, live transcription, and AI meeting minutes. Uses Microsoft Azure OpenAI for AI model inference, Microsoft Speech to Text, and Microsoft Form Recognizer. Data hosted in Singapore (Lark) or Beijing (Feishu) with separate data storage.

Lark (Lark Suite) is an all-in-one enterprise collaboration platform developed by ByteDance (Lark Technologies Pte. Ltd., Singapore). It combines instant messaging, video conferencing, cloud storage, document collaboration, smart calendar, native email, and AI-powered features including real-time translation (100+ languages), live meeting transcription, and AI meeting minutes. The platform targets cross-border teams and enterprises with features for workflow automation, OKR management, task tracking, role-based access control, and enterprise-grade data encryption. Also known as Feishu in China (separate data storage in Beijing). Banned in the US as of January 2025 under the Protecting Americans from Foreign Adversary Controlled Applications Act.

AI-built-for-education platform providing teacher-designed AI learning experiences (Spaces), AI tutors (Dot/Sidekick), AI PowerUps, Browser Extension, and AI Notetaker for K-12 and Higher Education. Features include Mission Control for real-time student visibility, live translation (60+ languages), RAG with custom documents, configurable AI guardrails, and district management with audit logs and LLM audit traces.

No AI or machine-learning product or feature was found across Evi van Lanschot's online investing tools. Evi Go/Evi ONE offer self-directed investing across 5 static, pre-defined risk-tiered funds (Zeer Defensief through Zeer Offensief), and Evi Persoonlijk Vermogensbeheer (discretionary management) uses a traditional risk-profiling questionnaire completed with a human advisor, not an algorithmic or AI-driven engine. 'Evi' functions as a brand/mascot name for the service (with human customer service via phone and email) rather than an AI assistant. This entry was added per platform policy to include all onboarded vendors in the AI catalog for completeness tracking, not because any AI use case was identified.