Systems & Automation • IoT Telemetry & Industrial Integration

Bridge factory floor hardware, edge sensors, and enterprise cloud software.

We build connected operational platforms that ingest high-frequency telemetry from industrial equipment, sensors, and edge gateways, converting physical machine signals into actionable enterprise workflows.

Target Profiles:Chief Operating Officers, Plant Managers, and IoT Directors in manufacturing, logistics, utilities, and smart facility management.

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pipeline://connected-operations.live

ACTIVE1.2ms LATENCY

Active Pipeline StagesStage 01 of 04

1. Ingest

Industrial Sensors (Vibration, Temp, Pressure)Authenticated Webhook / API

2. Validate

Schema & PII CheckZero-Trust Sanitization

3. Core Engine

State MachineDeterministic Execution

4. Deliver

Plant Floor HMI ConsolesTransactional Sync

Current State: Industrial Sensors (Vibration, Temp, Pressure)

Verified • Zero Loss

Listening for incoming event triggers via authenticated REST webhooks and stream consumers.

REALTIME EXECUTION TELEMETRY

Connected Stack:

MQTTModbusOPC-UATimescaleDB

Zero Vendor Lock-in

Deployment Timeline

4-6 Weeks

IP Ownership

100% Client-Owned

Telemetry Latency

Sub-Second

Hardware Protocols

MQTT, Modbus, BLE

Operational Reality

The blind spot between physical machines and business software

Manufacturing equipment, warehouse machinery, and field assets operate in physical silos. When machine telemetry isn't connected to cloud ERP and maintenance software, equipment fails without warning and production halts.

Operational Area

Status Quo (Today)

With CodeSelf Architecture

Machine Health Monitoring

Manual clipboard checks performed once per shift; machine fails unexpectedly between checks.

Continuous IoT vibration and temperature sensors stream telemetry; anomalies trigger alerts instantly.

Maintenance Dispatch

Technicians dispatched only after catastrophic failure, waiting days for spare parts.

Predictive maintenance algorithms detect bearing wear 2 weeks early and auto-order replacement parts in ERP.

Edge Connectivity

Network drop causes sensor data to vanish, leaving gaps in operational compliance logs.

Edge gateways buffer telemetry locally in flash memory and flush automatically upon reconnection.

Executive Visibility

Plant performance summarized in delayed monthly spreadsheets with stale OEE numbers.

Real-time digital twin dashboard displaying live Overall Equipment Effectiveness (OEE) and line speeds.

Unplanned equipment downtime costing tens of thousands of dollars per hour of stalled production

Manual clipboard inspections failing to detect subtle heat, vibration, and pressure anomalies

Lack of real-time inventory tracking as materials move across physical warehouse zones

Industrial edge connectivity dropping due to noisy factory Wi-Fi and electrical interference

System Architecture

Deterministic 4-Tier Architecture Pipeline

We design modular, loosely-coupled architectures with automated validation, transactional rollbacks, and complete audit observability.

Tier 01 • Ingestion

Data Inputs & Webhooks

Industrial Sensors (Vibration, Temp, Pressure)
PLCs (Siemens, Allen-Bradley)
Edge Gateways (Modbus / CAN)
RFID / Barcode Scanners

Direct authenticated streams

Tier 02 • Validation

Ingestion & Sanitization

Edge Buffer & Ingestion Broker: lightweight MQTT/CoAP protocol with local flash caching and mTLS certificates.

Schema validation & PII check

Tier 03 • Core Engine

State Machine & Engine

Time-Series Stream Engine (TimescaleDB / Kafka): threshold calculation, predictive anomaly modeling, and rule evaluation.

Deterministic execution

Tier 04 • Delivery

Outputs & Synchronized Actions

Plant Floor HMI Consoles
ERP Maintenance Orders
Slack / SMS Critical Alerts
Digital Twin Dashboard

Audit logged & verified

Integration Compatibility & Connectors:

Connects directly to your existing systems with zero need to rip-and-replace your existing stack.

MQTTModbusOPC-UATimescaleDBAWS IoT CoreSiemens S7SAP PM

Core Capabilities

Connected Operations Capabilities

Targeted implementation streams built specifically for high reliability, strict data compliance, and operational scale.

WORKSTREAM 01

High-Frequency Telemetry Ingestion

Ingesting thousands of sensor pings per second over lightweight MQTT/CoAP protocols with sub-second cloud ingestion latency.

WORKSTREAM 02

Edge Buffering & Offline Durability

Designing edge gateway runtimes that store hours of telemetry locally during factory network dropouts and synchronize seamlessly on reconnect.

WORKSTREAM 03

Automated Work Order Generation

When machine operating thresholds (temperature, vibration) trip, the system automatically creates a maintenance ticket in SAP or Jira.

WORKSTREAM 04

Real-Time Digital Twin Dashboards

Interactive 2D/3D map consoles showing physical line layouts, active equipment statuses, and live OEE performance metrics.

Strategic Evaluation

Why hire CodeSelf for this use case.

We operate as your dedicated technology implementation partner with complete transparency, full IP handover, and zero platform markups.

Evaluation Factor

Generic Agency

Off-the-Shelf SaaS

CodeSelf Architecture

Hardware-to-Cloud Expertise

Pure software developers who don't understand industrial protocols like Modbus, CAN bus, or serial communication.

Expensive proprietary IoT platforms that lock you into their hardware and charge exorbitant monthly sensor fees.

Deep full-stack expertise: from low-level firmware and edge gateways to scalable cloud distributed systems.

Industrial-Grade Reliability

Web-first apps that crash when network packets drop in harsh factory environments.

Cloud-dependent solutions that stop functioning whenever the factory internet link hiccups.

Offline-first edge architecture: your plant floor monitors continue running locally even during complete cloud disconnects.

Total IP Ownership

Leaves you with unmaintained prototype scripts that cannot scale to multiple facilities.

You pay ongoing licensing fees per connected device, making scaling to thousands of sensors cost-prohibitive.

100% owned codebase. Deploy to as many factories, lines, and devices as you want with zero licensing royalties.

Deliverables & Value

What you receive upon completion.

Every engagement concludes with complete intellectual property handover, production source code, and measurable business outcomes.

Production Technical Assets (100% IP Owned)

Edge gateway software package with local buffering and mTLS authentication

Clustered MQTT ingestion backend and time-series database deployment

Automated maintenance work order integration with ERP (SAP / Jira)

Real-time plant floor digital twin dashboard with interactive status maps

Complete deployment guide, network diagrams, and hardware bill of materials

Delivered to your private Git repo with automated CI/CD

Quantifiable Operational ROI

Cuts unplanned machinery downtime by 30%-50% through early anomaly alerts

Eliminates thousands of hours of manual clipboard inspection rounds

Real-time visibility into Overall Equipment Effectiveness (OEE) across all facilities

Zero per-device recurring SaaS subscription fees

Benchmarked and verified during final acceptance testing

Delivery Methodology

From architecture blueprint to production launch.

Transparent, sprint-based delivery with weekly demonstrations and continuous integration directly into your staging environments.

Plant Floor & Protocol Audit

Audit physical sensors, PLC interfaces (Modbus, OPC-UA), electrical constraints, and network coverage.

Edge Gateway & Ingestion Setup

Configure edge runtimes with local flash buffering, mTLS security certificates, and MQTT brokers.

Time-Series Engine & Rules

Deploy scalable time-series database and real-time rule engine linking sensor thresholds to work orders.

Floor Validation & Handoff

Test on live production machinery during active shifts to calibrate threshold sensitivity and verify alerts.

Frequently Asked Questions

Common questions decision-makers ask before kicking off.

Can this work with older industrial machines that don't have built-in Wi-Fi or Ethernet?+

Yes. We regularly retrofit legacy machinery by installing non-invasive external sensors (magnetic vibration probes, current clamps, optical encoders) wired to an industrial edge gateway that handles communication back to the cloud.

What happens when the factory internet connection drops?+

Edge gateways run an offline-first buffer. Telemetry is saved to local solid-state flash memory and floor HMIs continue displaying live readings. As soon as connectivity returns, the gateway automatically flushes the buffered data to the cloud with original timestamps.

How secure is the communication from the factory floor to the cloud?+

Every edge gateway authenticates using unique hardware-backed x509 cryptographic certificates over mutual TLS (mTLS). Inbound ports on the gateway are locked down, preventing remote attacks from penetrating the local plant network.

Which industrial protocols do you support?+

We support Modbus TCP/RTU, OPC-UA, MQTT, Siemens S7, EtherNet/IP, CAN bus, CoAP, and custom serial protocols.

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