T7 Solution builds custom IoT software — dashboards, device monitoring, RFID systems, sensor data pipelines, industrial automation, real-time alerts and AI on IoT — for factories, utilities, fleets and connected products.
An IoT software development company ships the whole stack — device firmware hooks, edge middleware, ingestion, historian, dashboards, alerts and business workflows — not just a chart of temperature over time.
We build custom IoT platforms on modern React + TimescaleDB + MQTT, with vendor-agnostic device management, PLC/SCADA/RFID integration and edge AI where latency demands it.
And because we're an AI engineering company first, predictive maintenance, anomaly detection, vision QC and ops copilots ship as production modules — on standalone platforms or on top of your existing AWS IoT, Azure IoT or ThingsBoard. Need a HRMS, CRM, web app or mobile app alongside? Same team, same delivery.
Real-time device, fleet and site dashboards with drill-down and alerts
ExploreProvisioning, health, OTA updates and remote control for connected devices at scale
ExploreRFID / NFC / BLE tracking for inventory, assets, people and access — from tag to dashboard
ExploreHigh-volume ingestion, historian, downsampling and analytics for sensor telemetry
ExplorePLC/SCADA integration, MES modules, machine data and control workflows
ExploreThreshold, anomaly and composite alerts across WhatsApp, SMS, email and voice
ExplorePredictive maintenance, anomaly detection, vision QC and edge AI
ExploreWhen per-device pricing breaks, when workflows are domain-specific, when edge AI or multi-tenant SaaS economics matter — we build the platform.
When AWS IoT, Azure IoT, ThingsBoard or a SCADA is staying — we ship the missing pieces on top: dashboards, alerting, RFID modules, AI features.
Predictive maintenance, anomaly detection, vision QC and ops copilot as production modules — cited and evaluated.
MQTT + WebSockets + TimescaleDB — real-time dashboards, not five-second polling.
mTLS device identity, signed OTA, RBAC, audit and multi-tenant isolation baked in.
PLC, SCADA, RFID, LoRaWAN, NB-IoT, cellular — we integrate what you have, not what we prefer to sell.
The AI capabilities we ship as production modules on top of IoT platforms.
Production ML for forecasting, churn, risk and pricing — trained on your data.
Custom vision models for quality control, retail analytics, medical imaging and more.
AI-native automation that reads, decides and acts across your systems.
Multi-agent architectures that plan, use tools and complete complex tasks.
A hospital-grade HMS with AI patient management, OCR-driven records, and integrated telemedicine — deployed across multi-branch operations.
A GST-ready production ERP paired with a computer-vision quality-control system that inspects units on the line in real time.
A multi-tenant analytics SaaS with LLM-generated insights, custom reporting, and agentic automation for growth teams.
Off-the-shelf when standard telemetry + dashboards are enough and per-device pricing works. Custom when you need domain workflows, deep MES/ERP integration, edge AI or multi-tenant SaaS economics. We build both — often as custom apps on top of AWS IoT Core, Azure IoT Hub or ThingsBoard.
10–16 weeks for a scoped platform with device onboarding, telemetry, dashboards, alerts and one AI module live for a real pilot fleet.
Every IoT software project is custom scoped during a free discovery call based on device count, protocols, edge processing and AI features. We align our services to your specific business outcomes.
MQTT, HTTP, OPC-UA, Modbus TCP/RTU, LoRaWAN, NB-IoT, CoAP and BLE — via native brokers or vendor gateways.
Yes — Siemens, Allen-Bradley, Mitsubishi PLCs; Ignition, Wonderware SCADA; SAP, Oracle, NetSuite ERPs — via OPC-UA, Modbus and native connectors.
You do. We ship into your GitHub org, host on your Lovable Cloud/Supabase/AWS/GCP account, and can transition ownership fully at any point.
mTLS device identity, per-device certificates with rotation, signed OTA, RBAC + row-level security in the DB, and full audit — designed for OT/IT convergence.
Yes — 60-day hypercare is standard; retained squads for firmware/OTA, protocol integrations and ongoing feature work available.
Talk to a senior AI consultant from T7 about your industry, workflow, or product idea. Free, no commitment — reply within one business day.
Explore IoT modules or where IoT meets AI.
Real-time device, fleet and site dashboards with drill-down and alerts
Provisioning, health, OTA updates and remote control for connected devices at scale
RFID / NFC / BLE tracking for inventory, assets, people and access — from tag to dashboard
High-volume ingestion, historian, downsampling and analytics for sensor telemetry
Production ML for forecasting, churn, risk and pricing — trained on your data.
Custom vision models for quality control, retail analytics, medical imaging and more.