Acoustiq uses AI to listen to your machines and detect bearing defects, cavitation, and misalignment days or weeks before they cause costly failures — with no changes to your hardware.
One platform covering sensor ingestion, model training, fleet monitoring, and actionable diagnostics — no data science team required.
158 acoustic features extracted per sample — spectral centroid, MFCC coefficients, crest factor, kurtosis, and more. Variational Autoencoder models identify deviations invisible to rule-based thresholds.
See every machine's health status at a glance. Color-coded severity levels, live anomaly scores, and trending charts give operators a single pane of glass for the entire facility.
The system translates raw anomaly scores into plain-language root-cause hypotheses: "Elevated crest factor — possible bearing wear." SHAP explainability shows exactly which features triggered the alert.
Operator feedback is fed back into the model automatically. Confirmed fault events lower false-positive rates over time. New model versions are promoted only when accuracy improves by ≥ 2%.
Add any new machine type in minutes via the built-in wizard. Automated folder creation, per-clip audio quality gating, background model training, baseline generation, and one-click activation — no CLI needed.
Automatic cost savings calculation based on prevented failures, reduced maintenance hours, and extended equipment life. Track ROI per machine, per facility, or across the fleet.
A fully automated pipeline handles everything between the sensor and the operator's decision.
A standard microphone or vibration sensor mounted on the machine streams WAV clips to the system. Any sample rate is accepted and resampled automatically. No proprietary hardware required — use off-the-shelf USB or Ethernet audio devices.
Hardware agnosticEvery audio clip is transformed into a 158-dimensional feature vector covering time-domain statistics, spectral features, MFCC coefficients, dominant frequency peaks, and energy-based metrics. Sub-second processing per clip.
158 features · <1 s inferenceA per-machine AI model (Variational Autoencoder or Isolation Forest) scores each reading against a learned normal-operation baseline. Scores are compared to an adaptive threshold that adjusts with operating conditions.
Per-machine personalized modelsSHAP explainability identifies the top contributing features. A rule-based diagnostic layer maps feature patterns to likely failure modes — bearing wear, cavitation, misalignment — with a confidence score and recommended action.
Explainable AI · ActionableTechnicians confirm or dismiss alerts through the dashboard. Confirmed findings retrain the model, label the fault clip, and improve future accuracy — creating a compounding advantage the longer the system runs.
Gets smarter over timeAcoustiq runs on your infrastructure — cloud, on-premise, or at the edge inside the facility. No audio data leaves the site unless you want it to.
We host and manage the full stack. Connect your sensors via the secure ingest API and access the dashboard from any browser.
Deploy Acoustiq entirely on your own servers or private cloud. Full data sovereignty — no audio or readings leave the network.
Run inference directly on a Raspberry Pi or industrial edge computer mounted in the control cabinet. No network dependency for real-time alerting.
Predictive maintenance consistently outperforms reactive and preventive maintenance on every financial metric that matters.
An unplanned motor failure costs 3–10× more than a planned replacement. Early detection gives you the window to schedule maintenance on your terms.
Replace time-based schedules with condition-based ones. Only service machines that need it — reducing both over-maintenance and surprise failures.
Detect and correct small issues before they cascade. Average equipment life extension of 15–25% reported across early deployments.
No hidden fees. Pricing is based on the number of monitored machines. Annual plans available with a 20% discount.
For pilot deployments and small facilities.
For production facilities with multiple machine types.
For multi-site operations, OEMs, and organisations requiring data sovereignty.
All prices exclude VAT. Annual billing saves 20%. Volume discounts available for fleets over 100 machines. Talk to us about custom requirements.
Whether you're ready to start a pilot or just exploring, we're happy to answer questions, arrange a live demo, or put together a custom quote.
Fill in the form and we'll get back to you within one business day. For urgent enquiries, email us directly.
Designed for industrial environments