Cybersecurity
Mathematical adversarial defense, PII sanitization, and SIEM-ready audit trails
Security teams need AI that cannot be hijacked. TPNN provides mathematical guarantees against prompt injection — attacks outside the topological manifold are physically incapable of forming. PrimeSwarm strips PII before agent processing and forwards all events to SIEM systems in real-time.
Why this matters
Prompt injection is not a content filter problem. If the output manifold can represent the attack, the attack will land.
Safety and legal compliance
TPNN is the structural claim. PrimeSwarm is the operational one: PII, JWT, SIEM-forwardable events, sandbox. “SOC 2” is not a badge we print without an audit.
- Access control. Zero-trust JWT / RBAC on the Cognitive API
- Monitoring. Receipts and SIEM-forwardable events
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- Governed security-analysis agents
- Sandbox + receipt path
- DGV packet for an internal AI-use policy
Not yet — we will not sell this
- · SOC 2 Type II as a product claim
How Our Products Apply
3 products with specific use cases in Cybersecurity
TPNN
View product →Use Case
Deploy neural networks with topological constraints that make prompt injection attacks physically impossible. The output space is constrained to a manifold — adversarial inputs that violate boundary conditions cannot produce valid output vectors.
Key Benefits
- Mathematical proof of adversarial resistance — not probabilistic, structural
- Ricci curvature identifies information flow bottlenecks in real-time
- PIR balance gap monitors network structural health during inference
- Graph visualization tools for security analysts to inspect network topology
PrimeSwarm
View product →Use Case
Deploy security-analysis agents that process logs and alerts with PII sanitization. Every agent decision is receipted in HelixDB and forwarded to Splunk/Datadog via SIEM integration. Zero-trust JWT authentication with RBAC for all API calls.
Key Benefits
- PII sanitization strips SSNs, account numbers, and NPI before agent processing
- SIEM integration with real-time event forwarding to Splunk and Datadog
- Zero-trust JWT authentication with RBAC on every API call
- Cryptographic audit receipts capture exact agent state at decision time
- GDPR-compliant retention policies with configurable session data lifetimes
Quilt-AGI Bridge
View product →Use Case
Deploy self-healing infrastructure using cellular automata with heal cells that detect and repair corrupted states. Gate cells enforce access control at the cellular level — distributed safety enforcement without a central authority.
Key Benefits
- Heal cells detect and repair corrupted states from neighbor history
- Gate cells enforce safety predicates between grid regions
- Topology cells monitor Ricci curvature to identify structural bottlenecks
- ZK bridge proves computation correctness without revealing internal state
Other Industries
All industriesBanking & Markets
Regime detection, fair-lending gates, and audit-ready agent governance
Healthcare
PII-safe agents, adversarial defense, and mastery-tracked medical education
Legal & Compliance
Immutable audit receipts, fairness gates, and zero-knowledge proof of compliance
Education & Research
Mastery-tracked learning, autonomous research generation, and knowledge graphs