A.I.G (AI Infra Guard) vs Folio AI: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of A.I.G (AI Infra Guard) and Folio AI — 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.
Folio AI
Folio AI
AI agent that builds and edits PowerPoint and Google Slides decks directly inside the app, built for consulting and finance teams.
Key features
- Prompt to Deck: Generate a complete slide deck from scratch by describing what you need and how you want it done.
- In-App Editing: Works directly inside PowerPoint and Google Slides with no installation, blending AI edits with manual touches.
- Template Awareness: Automatically applies your existing brand fonts, colors, and pre-set layouts to every generated slide.
- Fully Editable Output: Produces real PowerPoint shapes and objects, not images, so every element remains editable.
- File Upload Grounding: Upload logos, images, or inspiration files and Folio uses them to ground the prompt.
- Enterprise Security: Bring-your-own API keys, GDPR compliance, and SSO/MFA login on enterprise plans.
Best for
- Consulting Decks: Produce client-ready strategy presentations quickly while keeping them on-brand.
- Financial Reporting: Turn results and data into polished investor or board slides.
- Deck Refinement: Open an existing presentation and prompt Folio to restructure or restyle it.
- Template Standardization: Apply a firm's master template automatically across new decks.
- Rapid Drafting: Generate a first-draft deck from a brief, then iterate manually.