A.I.G (AI Infra Guard) vs Notion: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of A.I.G (AI Infra Guard) and Notion — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
A.I.G (AI Infra Guard)
Tencent Zhuque Lab
Tencent's open-source AI red teaming platform for scanning agents, agent skills, MCP servers and AI infrastructure, plus LLM jailbreak evaluation.
Key features
- Agent Skills Scan: Audits agent skill packages against a nine-category risk taxonomy aligned with the public SkillTrustBench T01-T09 classification, including detection of .pyc bytecode bypasses and charset smuggling.
- MCP Server Scan: Inspects MCP servers for threats such as tool poisoning, credential exfiltration and command injection, with tool whitelisting to prevent remote code execution during dynamic scanning.
- AI Infrastructure Vulnerability Scanning: Checks deployed AI components against a library that has grown to roughly 130 components and over 2,000 CVE rules, covering frameworks such as llama.cpp.
- Jailbreak Evaluation: Runs single-turn jailbreak operators plus multi-turn attack techniques including Many-Shot, PAIR, GOAT and ActorAttack to measure a model's resistance.
- Agent Scan with OWASP Coverage: Assesses running agents using OWASP-derived skills and web exfiltration detection, with a dedicated agent red team skill for comprehensive assessment.
- Standalone Scanner CLIs: skill-scan, mcp-scan and agent-scan each install as an independent command-line tool so scans can be wired directly into enterprise CI/CD pipelines.
- Docker Deployment with Web UI: Deploy the full platform with Docker on 4GB+ RAM and reach the web interface at localhost:8088, or use a one-click install script or a source build.
- AI Security Skill Market: A catalog of official security scanning skills, with the frontend fully open-sourced and integration available from OpenClaw chat via the aig-scanner skill.
Best for
- Pre-Deployment Agent Audit: Scan an internally built agent and its skill bundle for prompt injection, exfiltration and privilege risks before it is released to staff.
- MCP Supply Chain Review: Vet third-party MCP servers for tool poisoning and credential exfiltration before connecting them to production assistants.
- CI/CD Security Gate: Run skill-scan as a standalone CLI on every pull request so risky agent skills fail the build rather than shipping.
- Model Safety Benchmarking: Measure how a deployed LLM holds up against single and multi-turn jailbreak techniques before and after guardrail changes.
- AI Infrastructure Patch Triage: Inventory AI serving components and match them against the CVE rule library to prioritise which hosts need patching.
- Security Research and Reporting: Use the open scan engines and SkillTrustBench alignment as a reproducible basis for internal or published AI security research.
Notion
Notion Labs Inc.
All-in-one workspace for notes, docs, databases, tasks and collaboration with integrated AI writing and summarization features.
Key features
- Modular Block Editor: Create and arrange content using flexible blocks (text, images, embeds, code, toggles) for highly customizable pages and layouts.
- Relational Databases: Build tables, boards, lists, calendars, and gallery views with relations and rollups to model complex structured data and linked records.
- Real-time Collaboration: Multi-user editing, comments, mentions, shared workspaces, granular permissions, and activity history to coordinate team work.
- Notion AI Assistance: Context-aware generation and editing tools that summarize pages, extract action items, rewrite or expand text, translate, and generate ideas from page content.
- Templates and Blocks Library: Pre-built templates and community templates for wikis, product specs, roadmaps, meeting notes, and personal planning to speed setup.
- Integrations & API: Connectors and a public API to sync data with external tools, automate workflows, and embed third-party content inside pages.
- Views & Filtering: Custom views, filters, sorts, and saved searches across databases for tailored project and content organization.
- Versioning & Backups: Page history and export options for auditing changes, restoring earlier versions, and exporting content.
- Public REST API with official documentation and SDKs (JavaScript, Python, and community SDKs for other languages)
- OAuth 2.0 based integrations and internal integrations (bot-like access via integration tokens)
- Block-based editor (rich text, media, embeds) and structured databases with properties, relations, and views
- Cross-platform clients: Web, macOS, Windows, iOS, Android with real-time sync
- Embed support for many content types (PDFs, Google Drive, Figma, etc.) and custom embeds
- Granular permissions and sharing controls at page and workspace levels
- Templates, version history (on paid plans), and full-text search
- Third-party automation via Zapier, Make, and native integrations; webhook support for event-driven workflows
- Optional AI-assisted capabilities for summarization, rewriting, and content generation (offered as a product addon)
Best for
- Team Knowledge Base: Maintain product docs, runbooks, and onboarding guides in a searchable wiki with structured databases and templates.
- Project & Task Management: Track projects using boards, timelines, and database views with assignees, statuses, and due dates for cross-functional teams.
- Meeting Notes & Action Items: Capture meeting transcripts or notes and use AI to summarize discussions and extract concrete action items automatically.
- Content Creation & Publishing: Draft blog posts, marketing copy, and documentation with AI-assisted generation, rewriting, and organization into content pipelines.
- Personal Productivity & Journaling: Organize personal notes, goals, habit trackers, and weekly planners in a single, connected workspace.
- CRM & Inventory Tracking: Build lightweight CRMs or inventory systems using relational databases, custom properties, and filtered views.
- Technical Documentation & Specs: Create living product specs, design docs, and developer notes with embedded code blocks, version history, and linked requirements.
- Team knowledge base and internal wiki with structured databases and access controls
- Product and project planning using boards, timelines, and linked databases
- Personal note-taking and task management with templates and cross-device sync
- Embedding and centralizing documentation, designs, and external resources for collaboration
- Automation-driven workflows: syncing Notion data to other systems, triggering actions from Notion events, and building custom integrations