General Analysis

Inventory, red-team, and forecast system risk across every AI stack.

Automated AI Red Teaming

Context-aware red-teaming that maps tool graphs and generates multi-step exploits before every release.

Runtime Guardrails & Observability

Apply runtime controls derived from red-team findings while monitoring for poisoning and drift.

AI Security Asset Management

Inventory models, knowledge bases, MCPs, and agent pipelines while scanning for prompt injections, data leaks, etc.

Blueprints for internal, customer, creative, healthcare, legal, and insurance copilots.

Internal Employee Agents

Zero-leak guardrails plus IAM-aware policies keep Slack or HR copilots from leaking sensitive data.

AI Code Assistants

Read-only repo mirrors, auto tests, and IP-safe corpora stop coding copilots from deleting prod or leaking logic.

Text & Voice Customer Support

Ground every support reply in approved KBs, log escalations, and hand off to humans when cases go off-script.

Content Generation & Moderation

Lock creative models to approved templates, run watermark and deepfake checks, and enforce brand controls.

Media & Marketing

Automated fact-check passes and claim substantiation keep campaigns accurate and regulator-ready.

Healthcare Copilots

Tie clinical copilots to curated guidelines, PHI-safe guardrails, and HIPAA-ready audit trails.

Legal Assistants

Force citations from vetted research databases and log every draft for privilege and ethics reviews.

Financial Copilot

Support banking, lending, and insurance workflows without off-policy advice, data leaks, or regulatory drift.

Frontline writeups and technical writeups from the GA team.

Deep dives on AI security and safety trends.

Evergreen explainers on red teaming, guardrails, and agent security.

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General Analysis

General Analysis delivers context-aware red-teaming and vulnerability forecasting for enterprise AI agents, distilling attack findings into practical runtime controls such as custom guardrails.

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Automated AI Red Teaming Runtime Guardrails & Observability AI Security Asset Management

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