Platform Overview

Built for the Complexity of
Hardware Validation.

VinciStack gives your team a single environment to ingest telemetry, manage test cases, detect anomalies, and produce compliance reports — without stitching together four different tools.

10 kHz+
Signal ingestion rate
< 5 ms
Anomaly detection latency
100×
Faster root cause analysis
99.99%
Data integrity guarantee
Real-Time Telemetry

Real-Time Telemetry

Ingest, stream and visualize high-frequency signals from hardware under test — voltage, current, temperature, CAN bus, and custom sensors — all in one unified view.

  • Multi-channel ingestion at 10 kHz+
  • Live signal plots with configurable overlays
  • Custom sensor protocol support via adapters
Multi-channel10 kHz+Live plots
Telemetry Monitor — Live SessionLIVECHANNELSV_BATT12.4VI_DRAIN3.21ATEMP_ECU68.2°CRATE10kHzDURATION00:04:320s1s2s3s
Anomaly Detection

Anomaly Detection

Automated statistical and ML-based detection flags deviations from your system requirements before they become failures. Every anomaly is timestamped and traceable.

  • Z-score and isolation forest models
  • Configurable per-signal thresholds
  • Real-time alert triage with severity scoring
Z-scoreIsolation ForestCustom rules
Anomaly Detection — CAN_SIGNAL_DROPOUTANOMALYTHRESHOLDDETECTED EVENTSCAN_SIGNAL_DROPOUT03:21.44HIGHVOLTAGE_SPIKE_V_BATT03:21.51MEDTEMP_ECU_THRESHOLD03:20.10LOW
Test Case Management

Test Case Management

Author, version, and execute test cases directly inside the platform. Link requirements, expected outcomes, and execution history to every test in your suite.

  • Bi-directional requirement traceability
  • Versioned test cases with diff history
  • One-click run all with live status updates
Requirement linkingVersionedPass/Fail
Test Case Manager — Sprint 14Search tests...ALLPASSFAILRUNNINGTEST NAMEREQUIREMENTDURATIONSTATUSHIL_TEST_RUN_042REQ-01420.84sPASSCAN_BUS_INTEGRITYREQ-00991.12sPASSBRAKE_CTRL_VALIDREQ-02112.31sFAILSENSOR_FUSION_v3REQ-01770.56sPASSBATTERY_MGMT_SYSREQ-0303—RUNNING5 tests · 3 passed · 1 failed · 1 runningRun All →
Root Cause Analysis

Root Cause Analysis

Drill into correlated signals, execution logs, and system events across a synchronized timeline view. Pinpoint failures at millisecond resolution.

  • Multi-stream timeline with event markers
  • Cross-signal correlation engine
  • Annotate and share root cause reports
Signal correlationTimeline syncEvent markers
Root Cause Analysis — Timeline ViewV_BATTI_DRAINTEMP_ECUCAN_BUSSYS_LOGANOMALY0:001:002:003:004:00

More capabilities,
all in one platform.

No more duct-taped toolchains. No more data silos.

Cold Storage — Parquet ArchiveSTORAGE USED17.5GBof 500 GB provisionedCOMPRESSION RATIO8.3×vs raw binary formatFORMATParquetcolumnar · indexedzstd compressedARCHIVED SESSIONSSESSION_20250328_042Mar 284.2 GBARCHIVEDSESSION_20250315_019Mar 152.8 GBARCHIVEDSESSION_20250301_003Mar 017.1 GBARCHIVEDSESSION_20250215_091Feb 153.4 GBREPLAYING
Cold Storage & Replay

Cold Storage & Replay

All test data is archived in Parquet format for efficient long-term storage. Replay any historical session at full fidelity for post-analysis or regression testing.

ParquetCompressionFull-fidelity replay
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Ready to see it in action?

Schedule a 30-minute walkthrough with our engineering team tailored to your stack.