Layered Safety and Accuracy System
Governed AI outputs for regulated systems.
LSAS is a safety-orchestration gateway that risk-scores, validates, and enforces policy on GenAI outputs—before they become decisions in healthcare, fintech, and other governed environments.
The Problem
Prototypes ship fast, but outputs aren't auditable, compliant, or safe enough for production-critical flows.
LSAS in Front
Drop LSAS in front of your LLMs to get consistent decisions, policy enforcement, and telemetry by default.
Architecture Preview
LSAS sits between your products and upstream LLM providers. Every call becomes a decision with risk scores, findings, remediations, and audit metadata.
product → LSAS Gateway → LLM
response: { data, lsas }
lsas.decision: ALLOW_WITH_WARNINGS
lsas.risk.tier: MEDIUM
lsas.findings[0].domain: HIPAA_PHI
How LSAS works
LSAS implements a layered pipeline built for regulated workloads. Deterministic components keep behavior predictable and auditable.
Step 1
Classify
Deterministically classify intent and risk domains before any model call.
Step 2
Ground
Attach tenant policy packs and environment context to the request.
Step 3
Validate
Run deterministic validators for PII/PHI, PCI, security, and accessibility.
Step 4
Escalate
Route high-risk events for human review or block at the edge.
Step 5
Learn
Feed decisions and incidents into rollups for insights and tuning.
Decisioning
Every call receives a Decision (ALLOW, REDACTED, BLOCKED, ESCALATE_HITL) plus findings and remediation hints.
Risk domains
Out-of-the-box domains for HIPAA/PHI, PCI, security, FDA, and accessibility with tunable policy packs.
Insights
Daily rollups and incident views give compliance and security teams a shared source of truth.
Built for healthcare & fintech
LSAS focuses on HIPAA/PHI, PCI, security, accessibility, and FDA-adjacent workloads. It doesn't claim certification—it gives you a governed runtime you can plug into your own programs.
- • PHI/PII detection and redaction helpers
- • PCI-sensitive pattern checks for card data
- • Security validators for secrets and dangerous instructions
- • Accessibility copy lint for outward-facing UX
Why it matters
Teams ship GenAI features faster when safety and governance are handled by a shared runtime instead of per-product glue.
- • Speed-to-production with a paved path for regulated flows
- • Lower cost-to-serve incidents and investigations
- • Fewer surprises for compliance, audit, and security reviews
FAQ
Does LSAS store my prompts or completions?
By default LSAS stores derived telemetry only (decisions, risk scores, rule hits). Raw content stays in your boundary.
Is LSAS an OpenAI replacement?
No. LSAS proxies OpenAI-compatible providers and focuses on policy enforcement, telemetry, and governance.
Can I self-host the gateway?
Yes. The Community tier is designed for self-hosted deployments with your own control plane and observability.
How do you handle multi-tenant RBAC?
Tenants, apps, memberships, and roles are modeled explicitly so you can align LSAS with your own IAM and org structure.