TRUSTHOUSE VS AI SECURITY TOOLS
Prompt-injection filters, AI firewalls and LLM gateways solve a real problem, and TrustHouse's Secure AI Gateway does that job too. Security is one pillar. You also need to know your AI is grounded in the right data, scored for business risk, and provable after the fact. Buying those separately is how enterprises end up with five tools and no single answer.
WHAT POINT TOOLS DO WELL
Dedicated AI security tools catch injection attempts, jailbreaks and sensitive-data leakage, and many deploy quickly. If your only concern is attack surface, a point tool can be a reasonable start.
WHERE THEY STOP
No attack, no leak, and a hallucinated answer built on stale data.
A request can be safe to process and still be a decision your business shouldn't make.
They show what was stopped. They can't show why an approved decision was made.
Another console, another policy language, another vendor review.
WHAT TRUSTHOUSE ADDS
TrustHouse
Attack blocking · Risk scoring · Data verification · Business context · Decision provenance
| Typical AI security tool | TrustHouse | |
|---|---|---|
| Prompt injection and jailbreak blocking | Core function | Secure AI Gateway |
| Output scanning for PII, PHI and credentials | Common | Secure AI Gateway |
| Agent identity and per-resource access caps | Varies by vendor | Secure AI Gateway |
| Business-risk scoring before execution | Rare | AI Risk Engine |
| Data verified before AI uses it | Out of scope | Data Integrity |
| Trusted business context | Out of scope | Context Engine |
| Decision provenance | Security event logs | Data-to-outcome decision trace |
Prompt injection and jailbreak blocking
Secure AI Gateway
Output scanning for PII, PHI and credentials
Secure AI Gateway
Agent identity and per-resource access caps
Secure AI Gateway
Business-risk scoring before execution
AI Risk Engine
Data verified before AI uses it
Data Integrity
Trusted business context
Context Engine
Decision provenance
Data-to-outcome decision trace
Replace five point tools with one trust layer.
Security is one of its pillars. TrustHouse combines security with context, risk, data integrity and provenance, so one layer covers what several point tools cover separately.
Keep it if it's working. TrustHouse adds the layers it doesn't cover, and over time you can consolidate.
TrustHouse evaluates prompts, agent actions and outputs against policy in real time.