Stop LLM Leaks and Rogue Agents Before They Hit Production
We implement production-grade guardrails — DLP, RAG safety, and agent control — so you can ship features without risking data, customers, or brand.
No vendor pitch. 15-minute audit to identify your single biggest launch risk.
Why Your AI Needs SlashLLM Now — Not After Your First Incident
LLMs don't fail because the model is weak.
They fail because they leak sensitive data, execute the wrong actions, or hallucinate decisions that cost you customers and credibility.
Your engineers will catch 60% of these risks. The other 40% are the ones that trigger legal escalation, customer loss, and last-minute product rollbacks.
SlashLLM installs the safety layer your AI is missing — audited, stress-tested, and engineered to prevent failures before they ever reach production.
Data leaks through chat, RAG, or memory
DLP layer & redaction pipeline — no PII/PHI in outputs or logs
Agents trigger unsafe or costly actions
Action gating + plan verification + HITL controls
No repeatable safety audit or evidence for investors
SlashLLM Safety Score — ready for investors & compliance
Services — built to deliver safety, fast
DLP Implementation
Prevent Data Leakage
Deliverables
- DLP Architecture Map
- Redaction & Reinjection
- RAG Boundary Enforcement
- Output Scan & Rollback
- Audit Logs
Agent Safety Implementation
Stop Rogue Actions
Deliverables
- Agent Action Map
- Plan Verification
- Tool Permission Matrix
- Sandbox Tests
- HITL Integrations
SlashLLM Safety Audit
Full Audit
Deliverables
- Full red-team campaign
- Safety Score
- Audit Report
- Remediation Roadmap
- Retest
All projects include a live demo, remediation prioritization, and a one-page executive report your board/investors can trust.
Operationally rigorous — visible results every week
Discovery & Threat Map
data flows, agents, attack surfaces
Red Team Run
20 core tests & custom scenarios from your domain
Guardrails Implementation
pipelines + SDKs + HITL
Validation & Scoring
SlashLLM Safety Score and retest
Handover & Monitoring
docs, runbooks, optional monitoring
Discovery & Threat Map
data flows, agents, attack surfaces
Red Team Run
20 core tests & custom scenarios from your domain
Guardrails Implementation
pipelines + SDKs + HITL
Validation & Scoring
SlashLLM Safety Score and retest
Handover & Monitoring
docs, runbooks, optional monitoring
Tangible risk. Measurable progress. One score.
We don't give vague checklists. We deliver a repeatable, quantified safety score used to prove readiness to execs, investors, and auditors. Score covers: Data Leakage, Agent Safety, Prompt Injection Resistance, RAG Integrity, Governance & Monitoring.
Red teams + repeatable tests = we find what your engineers don't
Our Test Suite
- Direct PII extraction
- RAG poisoning & retrieval leak
- Multi-step agent hallucination
- Log leakage & memory retention
- Hidden prompt exposure
Real Case
RAG returned customer SSNs from invoice data.
metadata gating + redaction
Real results — before & after
PHI Leak Prevention
PHI leaked via assistant in staging
Redaction pipeline + retrieval gating + audit logs
Leak tests passed (0/50 failed), Safety Score: 92 → verified for pilot
Agent Action Control
Agent placed wrong orders, causing cost spikes
Tool permission matrix + pre/post validation + HITL approval
Failed actions dropped 100%, API spend controlled
Pricing that matches outcomes
Projects are scoped to risk, not hours. Pricing depends on data sensitivity and agent complexity. We provide a fixed-price proposal after a free 15-minute risk audit.
QuickRisk Audit
FREE15-minute risk assessment call
DLP Pack
Data leakage prevention implementation
Agent Pack
Agent safety & control implementation
Full Safety Audit
Complete certification with red team testing
Monitoring & Retest
Ongoing safety monitoring and periodic retesting
Frequently Asked Questions
LLM Safety Checklist
Ship Faster, No Security Holes
Download our practical checklist and run these 15 tests on your staging system this quarter. If more than 2 fail, book a free safety audit.
Free: LLM Safety Checklist
Ship faster, without security holes. Get immediate access to our comprehensive guardrails checklist used by 50+ AI startups.
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Ready to ship? Don't gamble.
Book a free 15-minute safety audit and we'll tell you the single biggest risk to your launch.