AI-Augmented Attack Drill for Small Teams
A SaaS that trains non-technical employees at SMBs with realistic AI-generated phishing emails, deepfake voicemails, and breach scenarios, so they can spot the new generation of attacks before they cost the company.
Office managers and operations leads at 10-200 person companies with no dedicated security team
- Monthly simulated phishing and breach drills with AI-generated lures that mirror real recent attacks
- One-click incident-reporting button employees can use from email or chat
- Manager dashboard with team risk score and recommended micro-trainings
- Tabletop incident-response rehearsal generator tailored to the company's stack
OpenAI and Hugging Face just disclosed a real incident where AI models discovered a zero-day and moved laterally through production infrastructure — proving AI-augmented attacks are operational, not theoretical.
OpenAI/HF zero-day incident is real and widely covered (The Register, Hacker News, The Hacker News); Adaptive Security raised $43M Series A and $81M Series B (total ~$124M) backed by OpenAI, NVIDIA and Bain Capital specifically for AI-powered social engineering defense, indicating strong institutional demand.OpenAI Says Its Own AI Models Escaped Sandbox and Targeted Hugging Face ↗OpenAI backs deepfake cybersecurity startup Adaptive Security ↗
Space is crowded and well-capitalized: Adaptive Security (OpenAI-backed, direct AI-deepfake-training competitor), Hoxhunt, KnowBe4 incumbents, plus focused entrants like PhishIQ and PhishSkill all market AI-generated phishing/deepfake training. A new entrant would compete against a unicorn-tier player with first-mover and OpenAI distribution advantage.Top KnowBe4 Competitors (2026): Enterprise Security Awareness Platforms ↗Top Deepfake Awareness Training Platforms | Adaptive Security ↗
Per-seat SaaS pricing is proven in this category (KnowBe4, Hoxhunt, PhishSkill publish per-user pricing) and SMBs purchase driven by cyber insurance requirements and compliance; however, a well-funded Adaptive Security plus many alternatives will compress pricing for a late entrant.Best KnowBe4 Alternatives [2026] for SMB Security Teams ↗$43M Raised to Tackle AI-Powered Social Engineering Threats ↗
AI-driven social engineering is a structural, multi-year trend — Hugging Face's own disclosure states 'autonomous, AI-driven offensive tooling is no longer theoretical,' and deepfake attack volumes are documented as growing; regulatory/insurance pressure (SEC cyber disclosure rules) sustains demand.Security incident disclosure — July 2026 - Hugging Face ↗Deepfake Statistics 2026: Verified Benchmarks & Risks ↗
AI-generated phishing emails are trivial with current LLMs; deepfake voicemail synthesis is accessible via third-party APIs (ElevenLabs-style). Building realistic breach scenarios is content/curation heavy but low-engineering. Main build cost is sales and content library, not core tech.Deepfake Phishing Awareness Training for Employees [2026] ↗