Operate Every Agent with a Unified Observability Stack
Synflux combines tracing, evaluation, governance, and cost intelligence so teams can launch and scale agents with confidence.
Synflux Platform Pillars
A purpose-built AgentOps stack covering observability, evaluation, governance, and optimisation.
Capture every token, span, and decision path without refactoring your agents.
- Drop-in SDKs for LangChain, LangGraph, and custom frameworks
- Zero-impact streaming ingest with latency under 50 ms
- Full-fidelity traces linked to cost and latency metrics
Continuously test agent behaviour with synthetic workloads and human-in-the-loop reviews.
- Scenario-driven regression harnesses
- LLM-as-judge scorecards mapped to business KPIs
- Auto-approval pipelines for high-confidence changes
Built-in guardrails ensure compliance, access control, and auditability across teams.
- Role-based policies with workspace and project scopes
- PII redaction, retention policies, and secure exports
- Signed audit trails for every agent action
Optimise spend with proactive insights into tokens, models, and caching strategies.
- Per-agent and per-tenant cost dashboards
- Budget alerts and anomaly detection for runaway jobs
- Model routing recommendations to balance speed and price
How Synflux Works
Instrument once, evaluate continuously, and operate with confidence across every deployment.
Instrument & Ingest
Connect your agents via SDKs, OpenTelemetry, or API gateways. Stream every interaction into Synflux in minutes.
Evaluate & Improve
Use scenario suites, synthetic conversations, and model judge scores to promote changes with confidence.
Operate & Govern
Launch agents into production with real-time alerts, granular access controls, and compliance-ready reporting.
Core Capabilities
Five product areas that deliver complete lifecycle coverage for enterprise agents.
Version Control for the AI Era
- Git-like prompt versioning and rollback
- A/B testing with statistical significance
- Collaborative prompt engineering workspace
- One-click deployment to production
See Every Step, Understand Every Decision
- End-to-end request tracing (<50ms latency)
- Token usage and cost tracking per call
- Decision tree visualization
- Custom metrics and dashboards
Ship with Confidence, Every Time
- Automated regression testing for prompts
- LLM-as-judge evaluation frameworks
- Dataset management and experimentation
- Performance benchmarking across models
Optimize Costs Without Compromising Quality
- Real-time token usage monitoring
- Cost allocation by team/project/feature
- Intelligent caching recommendations
- Model routing for cost optimization
Enterprise-Grade Security, Built-In
- AI Gateway with rate limiting and DDoS protection
- PII detection and redaction
- Complete audit logging for compliance
- Role-based access control (RBAC)
Where Is Your Organization on the AgentOps Journey?
Understand where your organisation sits today and chart the path to autonomous AgentOps.
Ad-hoc
Prompts in notebooks, no version control
Reactive
Basic logging, manual debugging
Proactive
Monitoring and alerts in place
Managed
Full observability and optimization
Optimized
Self-healing, predictive AgentOps
100% Compatible With Your Current Stack
Zero-effort migration from existing observability tools
- LangSmith
- LangFuse
- OpenTelemetry
- Arize Phoenix
- OpenAI
- Anthropic
- Mistral
- Llama
- Cohere
- LangChain
- LlamaIndex
- CrewAI
- AutoGen
- DSPy
- AWS
- GCP
- Azure
- Kubernetes
- Docker
Built-in Guarantees
Commitments that keep enterprise teams confident at every stage of the AgentOps journey.
See Synflux in Your Environment
Run a guided migration workshop and launch production-grade AgentOps in under an hour.