AI agents that supervise and operate physical infrastructure on the equipment you already have installed

• Availability: uptime of the critical equipment and services at each site
• Energy: consumption, power quality and electrical anomalies
• Physical security: intrusion and access control, correlated with CCTV
• Batteries: discharge curves, health and lifespan of the battery banks
• Environment: temperature, humidity and site conditions
• Fuel: levels, consumption and anomalous patterns
• Fire detection: sensors, suppression and system status
• Video surveillance: cameras, video analytics and recorder operational data

Each domain has a specialized agent that understands its context, and a central agent crosses all 8 to detect what no individual analysis reveals, for example a cabinet opening, a power outage and a camera that stops recording at the same site.

1. 1Connect. Phantom Shield, physical or virtual, reads the existing equipment over Modbus, BACnet, OPC UA, SNMP, MQTT or HTTP/REST, without modifying firmware or replacing hardware. Where no direct connection is possible, Reveal can take the data from CCTV images.
2. 2Understand. Reveal maps every signal to a common semantic layer (Brick) and applies the business rules you define, for example an alert when the fuel tank reaches 50%.
3. 3Analyze. The agent for each domain detects anomalies with models trained on each site's history, and causal analysis looks for the root cause of the event instead of alerting only on the symptom.
4. 4Validate. Before a finding reaches a person or triggers an action, it passes through automatic filters that cross-check several signals: repetitions are suppressed and false positives are contained.
5. 5Act and log. Reveal runs the defined protocol (adjusting setpoints, activating backups, switching equipment on or off on schedule, notifying by WhatsApp, email or ticketing) and logs every action with its timestamp, context, triggering condition and result.

Automatic actions start from rules and thresholds your team defines: temperatures, schedules, events or levels. When the condition is met and validation confirms it, Reveal runs the protocol on the relevant connected system, for example the scheduled switch-on and switch-off of kitchen equipment in a restaurant chain, activating a backup when electrical supply is lost, or adjusting HVAC setpoints based on occupancy. On equipment that does not accept remote commands, Reveal supervises and alerts but does not operate it.

The system learns from your team's judgment: every confirmation or dismissal calibrates future analyses for that specific piece of equipment. Reports arrive by role (operators receive concrete actions, managers receive trends and leadership sees the full picture), and every analysis is logged with complete traceability: what data was evaluated, what was detected, what was filtered and why.

Besides the Reveal interface, your infrastructure can be queried in natural language, by text or voice, from any compatible LLM. Questions such as which sites switched to battery during an outage or which cameras stopped recording in the last 24 hours are answered with the data from the connected equipment.

The GSS Analytix architecture has four layers: ingestion (Phantom Shield and other sources), intelligence (Reveal), access and consumption. In the access layer, APIs let you act and control, and MCP provides read-only discovery; the consumption layer brings together the Reveal interface, the RACS agents, LLMs and third-party agents. The learnings, patterns and calibrations RACS accumulates belong to the client and live in its data infrastructure.

For a lot of equipment that was never instrumented, Phantom Shield is its first digital touchpoint: from then on its data exists and the agents can correlate it with the rest of the operation. IoT sensors for temperature, humidity, vibration or flow are added only where a piece of equipment was never instrumented.

Read: Phantom Shield, the gateway that connects installed equipment

• You have a single piece of equipment and its controller already gives you the local alarm you need
• You are looking for a generic chat assistant: Reveal's agents work on the data from your connected equipment, not on general information
• You want a system that acts without rules or records: Reveal runs only the protocols your team defines and logs every action
• Your goal is to replace the BMS or SCADA: Reveal works on top of them and the BMS keeps controlling the building as it does today

If you run many sites with equipment from different brands and today depend on site rounds, manual checks or several dashboards nobody cross-checks, that is where the agents replace manual supervision and act before a failure escalates.

• Reveal: the platform and its RACS agents
• Outcome: automate processes
• Phantom Shield: the gateway
• Data acquisition from existing equipment
• Monitoring as an overlay on your existing BMS
• A SCADA alternative for multisite monitoring
• Outcome: predict what might fail
• Case: kitchen equipment control across locations
• Case: 85% less vandalism across 460 base stations
• Case: CCTV at scale in the automotive sector
• GSS Analytix frequently asked questions