The encyclopedia

Adobe's creative-AI suite — text-to-image, generative fill in Photoshop, generative recolor in Illustrator, generative video. Commercially-safe (trained on Adobe Stock + public-domain).

Vendor provided a compliance page URL for Agentforce Einstein Platform. Internal assessment summary states Agentforce uses an Einstein Gen AI engine created by Salesforce, highest data classification is moderate including student FERPA data, SNHU data is not used to update models/LLMs, and all AI traffic is encrypted.

Enterprise AI search and intelligence over financial filings, earnings calls, broker research, and news. Used by buy-side, sell-side, and corporate strategy teams.

AWS multi-model platform for deploying foundation models with VPC and fine-tuning support

AWS AI coding assistant with security scanning and AWS service integration

Internal response states Artlist provides four categories for AI: Image, Video, Music, and VoiceOver. Team tends to avoid voiceover and music options for public-facing content. For image and video, they use models including Nano Banana for image and Kling for video.

Atlassian's AI layer across Jira, Confluence, Trello, and Bitbucket — definition suggestions, summarization, automation rule authoring, and the new Rovo agent platform.

Enterprise coding copilot for large codebases — full-repo context, code review, security-aware completions. Targets the GitHub Copilot Business segment.

Amazon's own foundation model family — Nova Micro / Lite / Pro / Premier / Canvas / Reel — available through Amazon Bedrock with full AWS data-residency + compliance guarantees.

Microsoft's enterprise AI platform hosting OpenAI models with Azure compliance and data residency

StackBlitz's in-browser full-stack app generator. Prompt → running app in WebContainer with one-click deploy.

Brex's AI features across corporate cards and expense management — receipt extraction, policy auto-categorization, spend analytics, embedded across Brex's CFO suite.

Chrome extension that gives K-12 teachers AI tooling inside Google Docs + Slides — rubrics, differentiated readings, feedback drafting, plagiarism / AI-writing detection.

Mika is Carnegie Learning's AI math tutor for grades 6-12, built on three decades of cognitive-science research at CMU. Adaptive practice + just-in-time hints.

ChatGPT is OpenAI's consumer-facing chat product (Free, Plus, Pro, Team, Enterprise tiers), distinct from the developer API and from individual GPT-N model cards.

Chegg's GPT-4-powered study assistant — homework help, conceptual explanations, step-by-step solutions. Layered over Chegg's existing textbook-solutions catalog.

Internal review email states Claude via Amazon Bedrock with OpenAthens-anonymized authentication and notes undisclosed retention policy on user queries. Internal library reply says vendor questionnaires had not yet all been sent at that point.

Claude.ai is Anthropic's consumer + Pro + Team + Enterprise chat product, distinct from the API-level model cards (Opus / Sonnet / Haiku).

Haiku 4.5 is the small, fast model in the Claude 4 family. Released 2025-10-01. Best for high-throughput latency-sensitive tasks.

Claude Opus 4.7 is Anthropic's current flagship as of May 2026. Ships with a new tokenizer that can produce up to 35% more tokens per input vs Opus 4.6 — per-token price unchanged ($5/$25) but effective request cost can rise.

Sonnet 4.6 is Anthropic's mid-tier model balancing capability and cost. Supports a 1M token context window at the standard price.

Codeium is an AI coding assistant offering free individual tier with IDE autocomplete and chat across most major editors.

AI coding assistant with deep codebase search and context retrieval

Devin is Cognition's autonomous software-engineering agent, working asynchronously inside a sandboxed cloud workspace; sold to enterprises and individual developers.

Command A is Cohere's enterprise flagship — strong on RAG, agentic workflows, multilingual, and image input. Sustains the $2.50/$10 per million tokens pricing held since the Command R+ Aug 2024 line.

Continue is an open-source VS Code / JetBrains extension that lets developers bring their own LLM (any provider) for autocomplete, chat, and agent flows.

AI-first code editor with deep codebase understanding and multi-file editing

Databricks AI platform for training, serving, and governing foundation models at scale

DeepSeek R1 is a reasoning-focused, open-weights model released by DeepSeek. Distributed under an MIT-style license; weights mirror on Hugging Face.

Duolingo's GPT-4-powered language-learning tier — Explain My Answer + Roleplay conversation features. Adds AI-driven personalized feedback to the gamified base product.

Enterprise real-time fraud & AML platform used by major banks. Behavioral biometrics + transaction-graph ML; processes trillions in payment volume annually.

Tracking file states EBSCO Natural Language Search is an advanced AI search feature that powers EBSCO Discovery Service, no PII is involved, and user data is not used to update the LLMs.

Gemini 2.5 Flash is Google's lower-cost sibling in the 2.5 family. 1M token context window.

Gemini 2.5 Pro is Google's reasoning-focused flagship. 1M token context window. Pricing reported across sources ranges $1.00–$1.25/M input — verify against the live Google AI pricing page before publishing.

Tracking file states Gemini API is used to summarize social media data collected by Google BigQuery; only publicly accessible PII from social media is involved, tool uses a Gemini AI engine, and user input is not used to update the LLMs.

The Gemini consumer app exposes Google's Gemini model family with Free, AI Pro, and AI Ultra tiers; distinct from Vertex AI's Gemini API.

AI-powered code completion and chat assistant integrated into popular IDEs

Enterprise AI search and knowledge management with SSO and permission-aware retrieval

Zhipu AI's GLM-4.5 foundation model. Top open-weights performance from a Tsinghua spinoff, available via API and enterprise on-prem deployment.

Google Cloud MLOps platform with Gemini integration, training, and serving infrastructure

GPT-5 launched 2025-08-07. Still widely deployed as a workhorse model. Input $1.25/M, output $10/M.

GPT-5.5 is OpenAI's current flagship model, launched after GPT-5.4 (March 2026). Carries a 2x price increase over GPT-5.4 — input went from $2.50/M to $5/M, output from $15/M to $30/M.

AI writing assistant with grammar, tone, and style suggestions for professional communication

Grok 4.3 launched 2026-04-30. 1M token context window. Cached input at $0.20/M. Requests >200K input tokens billed at 2x.

AI platform purpose-built for legal professionals with contract analysis and research

Hebbia builds an enterprise document-AI platform targeted at financial services and legal research, with strong long-context retrieval workflows.

Internal review email states the platform has Azure OpenAI architecture and a three-layer training opt-out; procurement should initiate MNDA execution to access full subprocessor list and SOC 2 report.

HubSpot's AI layer (Breeze) across Marketing, Sales, Service, and Operations Hubs. Includes Breeze Copilot, Breeze Agents for prospecting + customer service, and Breeze Intelligence.

Intercom's AI customer-service agent. Trained on the company's own help-center content + chat history; resolves a high share of support tickets autonomously.

AI content platform for marketing teams with brand voice and campaign management

JetBrains' first-party AI Assistant for IntelliJ, PyCharm, WebStorm, and the rest of the JetBrains IDE family — chat, code completion, refactoring, and commit message generation.

Khan Academy's GPT-4-powered AI tutor for K-12 and college students. Socratic tutoring style; teacher-facing tooling for lesson planning and grading. Free for educators.

Klarna's OpenAI-powered customer-service assistant — handles 2/3 of customer-service chats globally, equivalent to 700 full-time agents. Internal-employee productivity assistants in the same family.

Llama 4 Maverick is Meta's open-weight multimodal flagship, released 2025-04-05. Mixture-of-Experts: 17B active parameters across 128 experts, 400B total. 1M token context window. Distributed under Llama 4 Community License (open weights, not OSI-open-source).

Llama 4 Scout is the long-context sibling to Maverick. 17B active across 16 experts, 109B total. Industry-leading 10M token context window. Released 2025-04-05.

AI software engineer that builds and iterates full-stack web apps from natural language, with GitHub sync and Supabase backends.

AI productivity suite for K-12 teachers — lesson planning, rubric generation, IEP drafting, student-feedback writing. Used by 4M+ teachers, with district-wide enterprise tiers.

Adaptive-learning system for K-12 + higher-ed math and chemistry. Identifies what each student knows + doesn't, then teaches only the gaps. AI-driven assessment loop.

Microsoft Copilot is the consumer-facing chat product (web, Edge sidebar, Windows), with companion M365 Copilot bundles for enterprise productivity.

Vendor responded that Dizzion intermediates Microsoft Copilot session only by way of a Fortigate Firewall with IDS/IPS monitoring and does no additional filtering or inspection. Vendor also stated Dizzion-side AI components introduced by the VDI layer are not applicable.

Mistral Large 3 is Mistral AI's flagship as of 2026. Cited pricing varies across third-party trackers ($0.50/$1.50 vs $2/$6 per 1M tokens) — verify against Mistral's live pricing page before publishing.

Moonshot AI's flagship long-context model (1M+ tokens). Strong long-document reasoning; available in Chinese-market enterprise deployments and via API.

AI assistant integrated into Notion workspace for writing, summarization, and task management

Vendor support states they do not complete external questionnaires or custom security reviews, have not filled out a HECVAT and have no plans to do so, and do not currently hold SOC2 Type 2 or similar certifications. They also say an enterprise version with additional controls and documentation is in the works.

SaaS solution used for voice-enabled, scenario-based interactions for medical training. Review specifically examined AI functionality enabling real-time conversations with virtual patients or team members generating context-aware responses.

Internal review email states OpenAI GPT-4o-mini disclosed, closed RAG over public metadata only (not full text), no training, and no session memory. Internal reply later states requested vendor questionnaire was sent.

AI-powered search engine providing citation-backed answers with source transparency

Phi-4 is Microsoft Research's 14B parameter dense decoder-only Transformer. Trained on ~16B tokens (~8.3B unique) from synthetic + curated web data. Released 2024-12-12. Fully open-weights under MIT license — usable commercially without restriction.

Vendor email says Phil FAQs provide overview of security configurations and says updated SIG Lite questionnaire is being completed for the full platform rather than Phil AI exclusively. Internal assessment summary later states Phil uses a version of OpenAI GPT-4.1, is accessed by SSO via EBSCO OpenAthens, highest data classification is public, and SNHU data is not used to update models.

Plaid's AI-driven transaction enrichment — categorization, merchant cleanup, and personal-finance signal extraction across linked bank accounts.

Qwen 3 is Alibaba Cloud's third-generation open-weights LLM family. The 235B-parameter model is the flagship; smaller distilled variants exist.

Ramp's AI layer over corporate cards, AP automation, and procurement — vendor-price benchmarking, auto-categorization, contract review, and price negotiation insights.

Replit Agent builds, deploys, and iterates on full-stack applications from natural-language prompts, integrated with Replit's cloud workspaces.

Salesforce's AI layer across Sales Cloud, Service Cloud, Marketing Cloud, and the new Agentforce autonomous-agent platform. The reference example of platform-AI integration.

Vendor ethics statement says models are trained exclusively on pseudonymized student data, historical grading records, pedagogical goals, conceptual labels, patterns, and rubrics, with no PII collected or required; Sense also states each grading model is benchmarked against human graders, audited for bias, and designed with human-in-the-loop oversight. Internal assessment summary later states Sense Instant Feedback uses a Claude-based LLM and SNHU data is not used to update models.

ServiceNow's generative-AI layer across IT Service Management, HR Service Delivery, and Customer Service Management. Now Assist for Search, summarization, and case resolution.

Slack's native AI — channel summaries, thread recaps, AI-driven search across messages + files + Huddle transcripts. Available as an add-on on Slack paid tiers.

Cortex exposes LLM inference, embeddings, and ML functions directly inside Snowflake warehouses, scoped to the customer's Snowflake security boundary.

Stripe's machine-learning fraud-detection layer baked into every Stripe payment. Trained on a multi-trillion-dollar payment dataset across the Stripe network.

Supermaven is a code-completion product known for fast inference and a large context window. Acquired by Cursor's parent in 2024.

Tabnine is one of the original AI code-completion vendors, focused on enterprise deployments including self-hosted and air-gapped configurations.

Tencent's Hunyuan foundation model family — large LLM, multimodal Hunyuan-DiT image gen, video gen. Powers WeChat/QQ AI features and the Tencent Cloud enterprise stack.

AI lending platform replacing FICO-only underwriting with broader feature ML models. Powers personal, auto, and small-business loans across partner banks and credit unions.

Vercel's AI-native React/Next.js component and full-app generator. Prompt → live deployable UI with shadcn/ui + Tailwind.

AI-powered IDE with fast completions, free tier, and multi-IDE support

Writer is an enterprise generative-AI platform with its own Palmyra LLM family, focused on regulated industries (finance, healthcare, retail).

Zoom's AI assistant — meeting summaries, chat composition, whiteboard generation, and in-meeting Q&A. Included free on most Zoom paid plans (notable Zoom commercial decision).