T7 Solution builds industrial automation software — PLC/SCADA integration, MES modules, OEE dashboards, machine data acquisition and controlled write-back workflows.
Industry 4.0 stalls when it lives above the shop floor instead of on it. Ops teams need reliable machine data, real OEE and safe write-back — not just a dashboard nobody trusts.
We integrate directly with PLCs (Siemens, Allen-Bradley, Mitsubishi, Delta) and SCADA systems (Ignition, Wonderware) — reading machine state and, where safe, writing setpoints and recipes.
MES-lite modules cover job orders, machine allocation, OEE (availability, performance, quality), downtime coding, changeover tracking and paperless work instructions.
Siemens S7, Allen-Bradley, Mitsubishi, Delta and Omron via OPC-UA, Modbus TCP and native drivers.
Ignition, Wonderware, iFIX — read/write tags with safe permissions and audit.
Availability, performance and quality with operator downtime coding and Pareto analysis.
Job release, machine allocation, changeover tracking and production reporting.
Digital SOPs on shop-floor tablets, tied to job step and operator role.
Recipe download, setpoint changes and start/stop with role-based approvals and audit.
Built by engineers who have actually stood next to a running line — not by pure cloud teams.
Setpoint and recipe writes are permissioned, audited and interlocked — no cowboy commands to a running press.
OEE calculated from ground truth, with operator downtime coding — not accounting math.
SAP, Oracle, NetSuite, Zoho — job orders and production numbers flow both ways.
Production AI modules we drop into your industrial automation build.
Custom vision models for quality control, retail analytics, medical imaging and more.
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.
Siemens, Allen-Bradley, Mitsubishi, Delta and Omron PLCs; Ignition, Wonderware and iFIX SCADA — via OPC-UA, Modbus or native drivers.
Both — reads are default; writes (setpoints, recipes, start/stop) are permissioned, audited and interlocked with safety logic.
Yes — availability, performance and quality from ground-truth machine data with operator downtime coding, not spreadsheet math.
Yes — job orders in, production confirmations out, via native connectors or middleware of your choice.
Talk to a senior AI consultant from T7 about your industry, workflow, or product idea. Free, no commitment — reply within one business day.
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High-volume ingestion, historian, downsampling and analytics for sensor telemetry
Threshold, anomaly and composite alerts across WhatsApp, SMS, email and voice
Sub-second defect detection on the line — with a governance trail.
SKU-level forecasts that release working capital, not just improve MAPE.