Production Patterns & Track Record

Reference architectures and enterprise work aligned with how Synerim deploys AI — observable, governed, production-ready.

Utilities

Customer Service Agent + Governance

Production Pattern

Customer-facing agents for outage, billing, and service — with guardrails against hallucinated grid information and full regulatory audit trails.

Agent boundariesHuman-in-the-loop
ObservabilityTraces + evals
Deployment90-day model
LangGraphRAGOpenTelemetryEval Framework
See on Synerim
🏦
Financial Services

Regulatory Knowledge Agent

Production Pattern

Source-verified policy retrieval for wealth and back-office teams — every answer cited, every query logged, drift monitored.

GovernanceAgent registry
ComplianceAudit-ready logs
AccuracyEval-gated
LlamaIndexVector SearchMLflowFastAPI
Reference architecture
🏗️
Cross-Industry

Agent Observability Platform

Open Source + Enterprise

The operational layer production agents require — LLM tracing, evaluation pipelines, drift detection, and cost FinOps.

TelemetryUnified
Incident predictionML-driven
Root causeExplainable
OpenTelemetryTensorFlowMLflowLangChain
View on GitHub
📊
Enterprise

Enterprise Observability Transformation

Enterprise Advisory

AI-powered observability and anomaly detection for Fortune 100 environments — predictive incident management with measurable MTTR reduction.

MTTR reduction60%
Uptime99.99%
Detection accuracy95%
PrometheusGrafanaML ModelsKubernetes

Deploy these patterns through Synerim

Same reference architectures. Scoped to your industry, data, and governance requirements. Production in 90 days.

Book Production Readiness Assessment →