Insight Lense · Product overview

Complete LLM Operations & Security Management

Monitor usage, detect threats, ensure compliance, and optimize your AI infrastructure with comprehensive LLM tracing — an enterprise platform that gives you tracing, security monitoring, and operational management across your entire AI stack.

How it works

From SDK import to optimized AI operations — in four steps

Zero code changes to start. One platform owns instrumentation, monitoring, security, and cost optimization.

Step 1

Instrument

Python SDK auto-instruments your LLM stack with zero code changes.

  • OpenAI & Anthropic
  • LangChain & LlamaIndex
  • Zero-code auto-instrumentation
Step 2

Monitor

Real-time tracking of LLM calls, token usage, latency, and costs.

  • API call + response tracing
  • Token & cost analytics
  • Latency & performance metrics
Step 3

Secure

OWASP AI threat detection — prompt injection, data leakage, jailbreaking.

  • OWASP AI Top 10 detection
  • Prompt-injection alerts
  • PII & data-leakage monitoring
Step 4

Optimize

Cost reduction, performance improvement, and compliance assurance.

  • Cost optimization signals
  • Performance bottleneck RCA
  • Compliance reporting
Supported stack

Works with the LLM providers and frameworks you already run

No re-platforming. The SDK detects what you’re using and instruments it.

LLM providers

Multi-provider observability

One pane of glass across every LLM provider in your stack — no per-provider integration to build.

  • OpenAI · Anthropic
  • Google AI (Gemini)
  • Mistral · Perplexity
  • AWS Bedrock
AI frameworks

Framework-level tracing

Auto-instruments the orchestration layers and agent frameworks your team already builds with.

  • LangChain · LlamaIndex
  • Hugging Face Transformers
  • AutoGen
  • LangGraph
Core capabilities

Tracing + security + operational intelligence — one platform

The three things you’d otherwise stitch together from a tracing tool, a security scanner, and a cost dashboard.

Tracing

Comprehensive LLM tracing

Real-time API call and response monitoring with full conversation lineage across providers.

  • API call & response monitoring
  • Conversation tracking + sessions
  • Token analytics + cost optimization
  • Multi-provider, multi-model
Security

Advanced security monitoring

OWASP AI Top 10 coverage out of the box — prompt injection, data leakage, jailbreak attempts.

  • OWASP AI Top 10 threat detection
  • Prompt-injection & jailbreak alerts
  • Data-leakage & PII protection
  • Automated compliance reporting
Operational intelligence

Cost + performance signals

Custom dashboards, alerting, and forecasting on the metrics your team actually decides on.

  • Performance + bottleneck RCA
  • Cost optimization + forecasting
  • Model quality metrics
  • Custom dashboards + alerting
Capabilities

Eight first-class capabilities

Real-time observability, security, cost, compliance — all in one platform.

Real-time LLM monitoring

Live visibility into every API call, response, and conversation.

Security threat detection

OWASP AI Top 10 detection with per-event alerting and policy actions.

Token & cost analytics

Per-provider, per-model, per-team token spend with chargeback support.

Compliance monitoring

GDPR, HIPAA, SOC 2 — automated evidence collection and reporting.

Conversation intelligence

Session-level grouping, intent tagging, and outcome correlation.

Performance analytics

Latency, throughput, retry-rate, and per-prompt quality tracking.

Anomaly detection

Statistical detection on usage, cost, latency, and error patterns.

SDK & API integration

Python SDK + REST API — embed in any service, any pipeline.

Built for

Four teams. One platform. Measurable wins.

Each role gets a tuned view — with the numbers to justify the deployment.

AI Operations

Monitor, optimize, debug

  • Monitor every LLM API call & performance metric
  • Track token usage and optimize costs across providers
  • Detect bottlenecks instantly
  • -60% operational incidents
Security

Catch the AI-specific attacks

  • Detect prompt injection & jailbreaking attempts
  • Monitor data leakage and PII exposure
  • OWASP AI Top 10 compliance monitoring
  • -80% security incidents
AI Development

Ship AI features faster

  • Track model performance & quality metrics
  • Debug conversation flows & agent behaviors
  • Optimize prompts and configurations
  • +40% faster development cycles
Compliance

Audit-ready by default

  • Automated GDPR & data-privacy compliance
  • Complete audit trails for all AI interactions
  • Industry-specific compliance frameworks
  • -70% compliance prep time
Enterprise deployment

Your data never leaves your environment

On-premise and private-cloud deployment. All LLM monitoring and analysis happens inside your perimeter.

In your environment

On-premise and private-cloud deployment options. All LLM monitoring and analysis happens within your network — nothing leaves your perimeter.

Compliance-ready

GDPR, HIPAA, SOC 2, and ISO 27001 — built-in audit trails, encryption, and access controls. Evidence collection automated.

Full audit trail

Every LLM call, every security event, every cost change — logged with timestamps, user, model version, and policy actions.

Ready to secure & optimize your AI operations?

Tell us the LLM providers you call, the frameworks you build with, and what you need to monitor — we’ll set up a hands-on walkthrough within 2 weeks.

Request a demo Contact sales
On-premise deployment OWASP AI Top 10 Multi-provider observability Enterprise support