Bayora AI Governance Platform
Cryptographic control plane for enterprise AI
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At Bayora, a useful finding shows how often an attack worked, how reproducible it was and what it led to. 92 successes in 100 runs means a 92% observed attack success rate for that setup, with confidence reported separately. We also map the attack path, such as prompt injection leading to an unauthorised tool call and data exposure. On expected behaviours, do you mean plain language rules or structured test cases for allowed actions and data access?
PH · launched Oct 30, 2026 · 1 upvote (top 67%) · 0 views
Niche: ai compliance and risk monitoring software · 129 launches, 11 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Compliance & governance
- B2B
- AI-native
- Commercial product
- SaaS
Visit website ↗ Source listing ↗
More like this: all 129 launches in ai compliance and risk monitoring software →
Could you build this?
Partial The dashboard, logging, and reporting are vibe-codeable, but credible attack-success measurement and cryptographic control-plane guarantees require security research and cryptography expertise that vibe coding won't supply.
What it would actually take: The UI and data pipeline can be built with a standard web stack and a database. The hard parts are a rigorous adversarial test harness (attack libraries, reproducible run methodology, statistical confidence) and a correct cryptographic design for signing, attestation, and policy enforcement. That needs experienced AI security researchers and applied cryptographers, plus access to target models to test against.
Competitors
Other products that read as similar to this one : 240 launches clear the similarity bar, closest 8 shown.
Attention rank: #157 of 241 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 359 days after the earliest competitor.
- TryTrustable · ph · 2026-09-24 · 1 upvotes · similarity 0.44
- We post-trained a model that pen tests instead of refusing · hn · 2026-06-20 · 93 upvotes · similarity 0.44
- Offensive-Security-AI-Models · github · 2026-09-27 · 511 upvotes · similarity 0.44
- ai-security-review · github · 2026-09-23 · 7 upvotes · similarity 0.44
- HEXBOX · ph · 2026-10-19 · 2 upvotes · similarity 0.42
- Reverse Jailbreaking a Psychopathic AI via Identity Injection · hn · 2025-11-22 · 5 upvotes · similarity 0.41
- Aethra Runtime defence · ph · 2026-09-12 · 1 upvotes · similarity 0.40
- FinProof · ph · 2026-10-28 · 1 upvotes · similarity 0.40
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