T7 Solution builds custom IoT device monitoring and management platforms — provisioning, health, OTA updates, remote control and diagnostics — for fleets from 100 to 1M devices.
Field devices die silently: bad SIMs, firmware regressions, tampered enclosures, dead batteries. Without a proper device management layer, field ops finds out from angry customers.
We build device management platforms with zero-touch provisioning, live health, OTA firmware updates (staged, rollback-safe), remote diagnostics and end-of-life workflows.
Deployments cover cellular, LoRaWAN, NB-IoT, Wi-Fi and wired gateways — with vendor-agnostic device SDKs and a policy engine for fleet-wide operations.
Device claims itself on first boot; certificates and config pushed automatically.
Connectivity, battery, signal, uptime, error rate and tamper — one heartbeat per device.
Staged rollouts with canary, rings, health gates and one-click rollback.
Live logs, config pull, on-demand reboot and remote shell — with full audit.
Fleet-wide rules by device group, region, firmware, tenant — no per-device clicks.
mTLS certificates issued, rotated and revoked as a first-class flow.
Cellular, LoRaWAN, NB-IoT, Wi-Fi and wired — one platform, not four.
Canary, staged rings, health-gated promotion and instant rollback — bricking a fleet is not an option.
mTLS, per-device identity and rotation as a workflow, not a spreadsheet.
Ops teams get bulk actions, saved views and audit — not just device-by-device screens.
Production AI modules we drop into your device monitoring & management build.
Production ML for forecasting, churn, risk and pricing — trained on your data.
AI-native automation that reads, decides and acts across your systems.
Multi-agent architectures that plan, use tools and complete complex tasks.
Production-grade GPT, Claude, Gemini and open-source LLMs — grounded in your data.
Our stack scales from hundreds to a few million devices per tenant with broker clustering and horizontal partitioning.
EMQX, AWS IoT Core, Azure IoT Hub or HiveMQ — chosen per scale, latency and regulatory profile.
Yes — health gates auto-halt the rollout and roll devices back if error signals cross thresholds.
Yes — store-and-forward on device, idempotent server ingest and reconciliation on reconnect.
Talk to a senior AI consultant from T7 about your industry, workflow, or product idea. Free, no commitment — reply within one business day.
Compare the other IoT modules or explore where IoT meets AI.
Real-time device, fleet and site dashboards with drill-down and alerts
High-volume ingestion, historian, downsampling and analytics for sensor telemetry
Threshold, anomaly and composite alerts across WhatsApp, SMS, email and voice
SKU-level forecasts that release working capital, not just improve MAPE.
Sub-second defect detection on the line — with a governance trail.