SILENTRA PLATFORM

One platform.
Every automation workflow.

AI agents, scriptless builders, and deep test analysis — integrated into a single automation layer that scales with your network.

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Intelligence

AI-Driven Automation Agents

Intelligent agents observe network behavior, surface anomalies, and trigger the right automation at the right time. They learn from past test runs, adapt to topology changes, and escalate only the failures that matter.

Agent detects BGP route flaps during a maintenance window and automatically re-runs affected validation suites
Anomaly scoring suppresses known noise from legacy devices, cutting alert fatigue for on-call engineers
Self-healing workflows trigger rollback procedures when a config push deviates from a verified baseline

Speed

Scriptless & Low-Code Automation

Build and run complex network test scenarios without writing a single line of code — or extend with Python when you need full control. Visual workflow builders and reusable test blocks let engineers go from idea to running test in minutes.

QA engineers build VLAN isolation test cases using drag-and-drop — no scripting required
Platform engineers extend workflows with custom Python hooks for proprietary vendor APIs
Reusable test blocks eliminate duplication across 40+ device types in a single environment

Insights

Automated Test Analysis

Automatically parse, correlate, and rank test results so engineers spend time fixing issues, not reading logs. Silentra links failures across test runs, surfaces root causes, and tracks regression trends over time.

Correlates packet loss failures across 12 concurrent test runs to a single misconfigured ACL
Regression tracker flags when a previously passing OSPF convergence test begins degrading across builds
Exportable failure reports map directly to Jira tickets with log attachments and topology context included

Coverage

Embedded Systems Automation

Extend automation down to embedded and hardware-layer devices — the same workflows, applied to every part of your stack. From line cards to FPGA-based devices, Silentra keeps the same test harness across every layer.

Validates firmware upgrade procedures on embedded switching ASICs without manual console access
Hardware-in-the-loop tests verify real packet forwarding behavior under thermal stress conditions
The same test DSL used for software simulations applies directly to physical rack hardware

Standards

Automation Frameworks

Structured, reusable test frameworks bring consistency to every team — no more ad-hoc scripts spread across silos. Silentra's framework layer enforces naming conventions, data models, and execution contracts across every test type.

Shared test libraries let platform, QA, and ops teams reuse the same fixtures without coordination overhead
Standardized data models make results portable between CI pipelines, lab environments, and production audits
Framework versioning ensures updating a core library never silently breaks downstream test suites

Execution

API, UI & CLI Automation

Unified automation across every interface type — REST APIs, web UIs, and command-line tools — in a single workflow. No more maintaining three separate toolchains to cover different vendor access methods.

A single workflow validates NMS API responses, cross-checks against the CLI show command, and confirms the UI reflects the same state
Vendor-agnostic drivers abstract SSH, NETCONF, REST, and SNMP behind one test-step interface
Browser-based UI automation validates provisioning workflows in web-based network management consoles

Scale

Performance & Scalability Optimization

Benchmark, stress-test, and continuously profile network performance — from single-node validation to full-fabric load tests. Silentra generates repeatable, comparable baselines so degradation is measurable, not subjective.

Sustained 100Gbps throughput tests run nightly against core switching fabric with automatic deviation alerts
Convergence time benchmarks for OSPF, ISIS, and BGP are tracked per-release, not just per-incident
Horizontal scale tests simulate thousands of simultaneous sessions to validate control-plane stability under load

Workflow

Toolchain Integration

Drop Silentra into your existing CI/CD pipelines, ticketing systems, and monitoring stacks — without replacing what already works. Native integrations and a webhook-first API mean Silentra fits your workflow, not the other way around.

GitLab CI pipeline triggers a full regression suite on every merge request targeting the network config repo
Failed test results automatically open Jira issues with log attachments and topology screenshots
Prometheus metrics endpoint exposes test pass rates and execution latency to your existing dashboards

Services + Platform

Silentra combines hands-on engineering services with a purpose-built automation platform. Our services team designs, builds, and validates your network. The platform keeps it running.

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