GUVNL • AI-Powered Rooftop Solar Cybersecurity Platform

Cybersecurity Command Center

Fleet-wide security posture for 12,480 rooftop solar inverters

LIVE --:--:--
Total inverters0Gujarat rooftop fleet
Secure0Loading…
High risk0Loading…
Critical0Loading…

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How this demo works

  1. Select a devicePick any rooftop inverter on the map or in the inventory.
  2. Launch an attackRun a safe, simulated cyber attack on that inverter.
  3. AI detects itBehaviour is compared with the normal baseline and the risk rises.
  4. RespondExecute the recommended actions with one click.
  5. SecuredRisk drops back to normal and an incident report is ready.

Gujarat solar network

District security map

LIVE
Secure Elevated High Critical / active incident Small dots = monitored inverters · schematic, not to scale

Risk distribution

Fleet security

Districts

Risk by district

Incidents

Active & recent incidents

0 OPEN

SOC timeline

Live security events

STREAMING
  1. 1
    Select deviceLive telemetry
  2. 2
    Launch attackSafe simulation
  3. 3
    AI detectsBaseline comparison
  4. 4
    RespondRecommended actions
  5. 5
    SecuredIncident report

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Live network animation

Solar panel → GUVNL security platform

NORMAL TRAFFIC
Normal telemetry Attack path SOC response

Live inverter monitoring

INV-GJ-VAD-00021

ONLINE
Current output–
Voltage–
Temperature–
Grid frequency–
Cyber risk0%LOW
LowMediumHighCritical

AI security engine

Behaviour vs baseline

AI
NormalNow
Anomaly score0
AI confidence–
Classification–

    Explainable risk

    Why is the risk 0?

      Risk history

      Risk score over time

      Controlled demo

      Attack simulation

      Runs on the selected device. Safe simulation only.

      Threat timeline

      This device

      LIVE

      AI recommended response

      Response plan

      LOW RISKDevice operating within normal baseline

        Current detection

        Selected device

        AI
        0
        ClassificationNormal behaviour

        Controlled attack lab

        Scenario library

        Each scenario runs on the selected device . Only demo telemetry changes — no real network is scanned or attacked.

        Incident register

        All incidents

        IncidentDeviceScenarioSeverityStatusOpenedResolvedRisk

        Event feed

        All recent security events

        Fleet inventory

        Monitored rooftop inverters

        LIVE

        These are the inverters monitored live in this demo (a sample of the 12,480-device fleet). Click Monitor to watch one in real time.

        DeviceLocationVendorFirmwareOutputStatusRisk

        Benchmark

        Vendor security comparison

        FLEET-WIDE
        VendorDevicesSecure firmwareCertificate supportTLS securityReported incidentsOutdated devicesAvg risk scoreSecurity score

        Security score = 25% secure firmware + 20% certificate support + 20% TLS + 35% (100 − average risk) − incident penalty. Green ≥ 90, amber 70–89, red < 70. Incidents update live when you run a scenario.

        Management view

        Overall vendor score

        How it works

        From inverter telemetry to SOC response

        —

          Rule engine

          Risk rules (live for selected device)

          RuleConditionPointsNow

          AI behaviour engine

          How the AI scores behaviour

          AI
          • Learned baselineEach inverter normally makes ~3 connections/min, sees 0–2 failed logins and talks only to its vendor cloud.
          • Deviation score (0–100)Connection rate 45% · login rate 45% · new destination +30 · unusual traffic +20 · malware beaconing +30.
          • AI pointsUp to +15 risk points are added on top of the rules, so behaviour alone can push a device into a higher level.
          • Upgrade pathThe deviation function can be replaced by an Isolation Forest / XGBoost model without changing the dashboard.

          AI analytics

          Fleet risk index · last 24 h

          —

          Behaviour model

          Detection confidence

          –Current AI confidence for the selected device