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AI Guardrails & Governance

Deploy AI to production with the controls, audit trails, and policy enforcement enterprise teams require.

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TRUSTED BY ENTERPRISE DATA TEAMS WORLDWIDE

What it does

Everything your governance and compliance teams need, built into the observability layer.

PII Detection & Redaction

Detect and mask sensitive content in prompts and outputs at runtime — before traces are stored. Observability stays usable without exposing customer or enterprise data.

Policy Enforcement & Guardrail Monitoring

Block or flag out-of-scope responses. Every safety refusal and content violation is logged as a first-class event. Surface misuse patterns and policy drift across projects.

Role-Based Access & Audit Trails

Scope observability data by environment, sensitivity, and role. Every view, change, and export is captured — no manual reconstruction.

Retention & Evidence Support

Set retention windows for traces, evaluation results, and guardrail events that match actual audit and regulatory requirements.

Registry, Ownership & Risk Classification

Link every AI system to its owning team, approved deployment, and versioned metadata. Tag by risk tier. Apply tighter controls where stakes are higher.

Compliance Reporting & Alerting

Build saved reports aligned to governance reviews. Trigger alerts on guardrail failures and quality breaches. Route to ServiceNow, email, or webhooks.

From policy definition to audit-ready evidence — a single unified flow.

Define Policy

Configure PII detection, topic restrictions, retention windows, access roles, and risk classifications per system or project.

Enforce at Runtime

Guardrails evaluate every prompt and response. Sensitive content is masked. Policy violations are flagged and land on the trace.

Monitor & Alert

Guardrail events and access actions stream alongside operational signals. Alerts route to ServiceNow, email, or webhook.

Review & Audit

Governance teams pull saved reports, audit logs, and retained evidence. Every action is traceable to a user, a system, and a moment in time.

Built on open standards

No vendor lock-in. No proprietary formats. Governance evidence that moves with your infrastructure.

LangChain

LangGraph

LlamaIndex

OpenAI

Anthropic

CrewAI

AutoGen

Google ADK

Why Acceldata

Purpose-built for enterprise production — not retrofitted for compliance as an afterthought.

Governance Evidence on Every Trace

Guardrail decisions, policy events, and access actions are captured alongside the prompt, retrieval, and tool calls they relate to. Auditors see full execution context, not a fragmented log.

Built for Production Sensitivity

PII redaction runs before traces are stored. RBAC scopes sensitive content the moment it enters the system. Governance posture doesn't depend on engineers remembering to configure it correctly every time.

Evidence-Grade Trails by Default

Audit logs, retention, and ownership linkage are core capabilities — not premium add-ons. Reviews and investigations get the evidence they need from the system that already captured it.

Dominate with Data

40%

reduction in pipeline
downtime

30%

faster time-to-model
deployment

25%

lower cluster costs

99.9%

SLA adherence on
migrated workloads

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