Kalibr Enterprise

Production observability and intelligence for multi-agent systems at scale.

Managed infrastructure. Cross-customer insights. Optimization recommendations.

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Cross-Customer Intelligence

Enterprise customers get insights from patterns across thousands of production workflows - anonymized intelligence that makes every agent system smarter.

Model Performance Insights

"For research workflows, companies save 60% by routing Claude Haiku then GPT-4o-mini then Claude Sonnet instead of GPT-4 then GPT-4 then Claude Opus. Same quality, lower cost."

Based on 2M+ production traces

Failure Prevention

"GPT-4 then Anthropic workflows hit rate limits 34% of the time. Claude-first workflows: 8%. Switching order reduces failures by 75%."

Based on 500K+ multi-model workflows

Cost Benchmarking

"Your content generation workflow costs $4.20/execution. Similar companies: $1.80. They use Claude Haiku for drafts, GPT-4 only for final polish."

Compared to similar production systems

Optimization Recommendations

"For document classification, Claude Haiku achieves 95%+ accuracy at 70% lower cost than GPT-4. Recommendation: switch for this task type."

Based on task-specific analysis

What's Included

Production Observability

Complete workflow tracking, cross-model visibility, real-time dashboards, and cost attribution across all your agent systems.

Agent Coordination

Enable agents to learn from each other's decisions and optimize based on production patterns.

Cross-Customer Intelligence

Pattern detection, model recommendations, and optimization insights from anonymized data across all customers.

Managed Infrastructure

We handle databases, ingestion pipelines, and scaling. You focus on building agents.

Enterprise Security

SSO, compliance certifications, tenant isolation, encrypted pipelines, and private endpoints.

Dedicated Support

Custom deployments, integration help, SLA-backed uptime, and ongoing optimization guidance.

Free vs Enterprise

Start free to see your workflows. Upgrade to Enterprise for cross-customer intelligence and production optimization.

Free Tier

* Workflow tracking

* Cross-model visibility

* Agent coordination

* Cost attribution

* 10,000 traces/month

See what your agents do

Enterprise

* Everything in Free

* Cross-customer intelligence

* Optimization recommendations

* Production benchmarks

* Managed infrastructure

* Unlimited traces

Learn from production patterns

Get Started

Start free or contact us for enterprise pricing.