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Auvetric Data Solutions

Four practices.
One connected capability.

Rather than advertise every technology as a separate service, we organise our work into four practices. Each can be engaged on its own — most real problems need more than one.

  1. 01

    Engineering & Development

    Custom software, industrial IoT, ERP integrations, edge computing and connected operational systems.

    • Custom Software & Enterprise Applications

      Custom web applications · Business management systems · ERPNext / Frappe customisation · Mobile-first, offline-capable PWAs · Workflow applications · API development & system integrations

    • Industrial IoT & Operational Technology

      Industrial equipment connectivity · Raspberry Pi edge systems & PLC integration · Modbus and MQTT communications · Real-time telemetry & remote monitoring · Industrial alarms & equipment dashboards · Embedded controllers (RP2040, ESP32-S3)

    • Cloud, Infrastructure & System Integration

      Linux application hosting & AWS deployments · Docker-based services · MQTT infrastructure · Reverse proxy, TLS & secure access · Monitoring and logging · Cloud-to-edge connectivity

    • Fleet, Security & Remote Operations

      GPS & telematics integrations · Fleet monitoring dashboards · Security checkpoint & visitor software · Camera API integrations · Dispatch & notification workflows

    Problem, approach & architecture
  2. 02

    Data & Business Intelligence

    Data quality, Power BI, enterprise reconciliation, analytical reporting, retail/FMCG intelligence and data governance.

    • Business Intelligence & Analytics

      Power BI dashboards & Power Query models · KPI development · Excel-based analytics · Pricing & gross-profit analysis · Multi-location operational reporting · Management decision-support dashboards

    • Data Engineering, Quality & Governance

      Data-quality assessments · Source-system reconciliation · Master-data standardisation · Duplicate identification · Business-rule validation & exception reporting · Data lineage documentation · Data governance frameworks · Production ETL / ELT pipelines (assessed per project)

    Problem, approach & architecture
  3. 03

    Automation & Intelligent Systems

    Business process automation, Node-RED, Power Automate, integration workflows and practical AI-assisted applications.

    • Intelligent Automation & AI Integration

      Business workflow automation · Node-RED integrations · Power Automate solutions · n8n workflows · Event-triggered processes · Human-in-the-loop approval flows · Document workflow concepts (assessed per project) · AI-assisted operational tools (assessed per project) · Local AI (Ollama) deployments (prototype / exploratory) · Controlled agent workflows (prototype / exploratory)

    Problem, approach & architecture
  4. 04

    Technology Consultancy & Integration

    Technical discovery, systems architecture, solution planning, process improvement, integration assessments and implementation guidance.

    • Business Process Consultancy

      Requirements discovery · Operational process mapping · Systems & integration assessment · Data maturity assessment · Automation opportunity identification · Reporting review · Solution architecture · Implementation roadmaps

    Problem, approach & architecture

Technology ecosystem.

Grouped by what the technology does in a solution, with an honest status and the partner who brings it. Where possible, each links to the work that shows it in use.

  • Practical experience
  • Working knowledge
  • Exploring / developing
  • Used to build this website
Application Engineering: technologies, status, partner and evidence
TechnologyRole in a solutionStatusPartnerEvidence
JavaScript / Node.jsBackend services, integration workers, toolingPractical experienceJakesReal-Time Operational Dashboards
PythonFrappe apps, edge scripts, data handlingPractical experienceJakesCustom ERPNext & Frappe Applications
HTML / CSSResponsive operational interfacesPractical experienceJakes—
REST APIsSystem-to-system integrationPractical experienceJakesSecurity Checkpoint & Visitor Management
WebSockets / SSELive dashboards and device streamsPractical experienceJakesReal-Time Operational Dashboards
PWAs (offline-first)Field apps that survive connectivity lossPractical experienceJakesSecurity Checkpoint & Visitor Management
Frappe / ERPNextERP customisation and integrationPractical experienceJakesCustom ERPNext & Frappe Applications
Next.js / React / TypeScriptThis website and interactive demosUsed to build this websiteJakes—

Let’s build something that works.

Whether you need a custom application, better visibility into your data, connected operational systems, or a practical automation strategy, we can help define the right solution.