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Pilot · v0.6.4

Supervised venue audio.

A pilot for venue sound-level monitoring and control, with configurable limits, an implemented Q-SYS integration, and human oversight. Powersoft and OSC support are planned.

A hard operational balance

Venues face a constant tension: music loud enough to create atmosphere, quiet enough to avoid fines. Current solutions force a choice between compliance and experience.

Power cut-off limiters kill the music mid-set, damage equipment, and frustrate performers. SPL monitors tell you when you've already exceeded the limit. Staff adjust levels based on guesswork, and turnover means retraining every few months.

The result: noise complaints, fines, license threats, and no data to diagnose what went wrong.

How AEGIS works

01

Monitor

Computer vision can estimate occupancy while calibrated microphones measure SPL across the frequency spectrum. Operators see what the system is measuring.

02

Analyze

The pilot correlates occupancy, ambient noise, time of day, and historical patterns to estimate when levels are approaching configured limits.

03

Adapt

Q-SYS is the implemented control path. Powersoft and OSC drivers are unfinished and are not available as working integrations. Adjustments depend on a validated installation profile and remain visible to the operator.

04

Protect

Configurable hard limits and spectral processing aim to reduce the risk of overshoot without using an abrupt power cut. Hardware validation is still part of the pilot.

05

Report

Continuous logs and historical reports support operational review. They do not by themselves certify legal compliance or replace calibrated procedures.

In practice

Built for professional audio

A platform designed around existing professional audio infrastructure.

The edge node uses a Tauri desktop app. Its Rust core handles audio capture, analysis, the implemented Q-SYS protocol path, and the decision loop. Powersoft and OSC drivers are planned work, not supported deployment options.

The Python vision sidecar uses YOLO11m with SAHI and tracking support. Local operation and optional cloud coordination are separate paths; hardware, venue calibration, and performance must be validated for each pilot.

System ArchitectureEdge audio pilot with human oversightHARDWARE INPUTSCameraIP / USBMicrophoneMeasurementQ-SYS / QRCImplementedPowersoft / OSCPlannedEDGE NODE — Mac Mini M2Tauri Desktop AppReact UI · Charts · Alerts · ConfigIPCRust CoreAudio Engine · Decision · Protocols · DBDecision EngineCollect → Analyze → Decide → ExecutePython ML SidecarYOLO11m + SAHI · TrackingFFIHTTPS / WSSOPTIONAL CLOUDSupabase · WebSocket RelayOperator Dashboard · Realtime Sync

Capabilities

Designed around real venue operations and professional audio requirements.

Occupancy-aware adjustment

The vision sidecar estimates occupancy to inform the configured control policy. Accuracy and venue behavior require pilot validation.

Spectral limiting

Frequency-aware processing preserves clarity while reducing level. Not a power cut — transparent limiting.

Jurisdiction profiles

Configurable profiles can represent venue and jurisdiction limits; each deployment still requires local validation.

Native DSP integration

Q-SYS control is implemented. Powersoft and OSC are planned; their unfinished drivers must not be used as supported control paths.

Predictive operation

The pilot learns venue patterns and proposes or applies pre-adjustments within the configured control policy.

Multi-venue dashboard

Monitor all installations from one interface. Alerts, diagnostics, remote control.

Offline resilience

Continues operating if network drops. Syncs when reconnected.

Automatic reporting

Operational logs are generated continuously and can be exported for review.

Profiles for local validation

The pilot includes starting profiles for several European regulatory contexts. They must be reviewed against the venue, calibrated hardware, current local rules, and operating procedures before use.

JurisdictionRegulationStatus
ItalyDPCM 215/1999Profile · validation required
FranceDecree 2017-1244Profile · validation required
BelgiumVLAREM IIProfile · validation required
SwitzerlandV-NISSGProfile · validation required
GermanyTA LarmProfile · validation required

Who AEGIS is for

Nightclubs and music venues

Live music, DJ sets, compliance

Pain point: Fines, license risk, performer complaints

Restaurants and bars

Background music, ambiance

Pain point: Noise complaints, staff inconsistency

Event spaces

Multi-use, varying requirements

Pain point: Different events need different profiles

Hotels

Multiple venues, brand consistency

Pain point: Remote management, standardization

Corporate venues

Conferences, town halls

Pain point: Meeting audio consistency

Discuss an AEGIS pilot for your venue

AEGIS is in research and pilot testing. Contact us to assess whether the current Q-SYS integration and your hardware suit a supervised trial. Availability and terms are agreed individually.

What we need to agree:

  • Hardware compatibility and trial scope
  • Test versions, schedule and feedback
  • Onboarding and support responsibilities
  • Any pilot fees and commercial terms