Services

Digital Transformation & Data Engineering Services

We help small and mid-sized businesses modernise how they work — replacing legacy systems and manual workflows with modern software, and building the data infrastructure to run on. From plant floor sensors to cloud analytics, every engagement delivers working systems, not strategy documents. See how this applies to your industry.

01 / Practice areas

01

Digital Transformation & Workflow Modernisation

Many businesses run on ageing Access databases, shared spreadsheets, and processes that live in one person's head. We replace them with modern web applications and automated workflows — without disrupting the operation that depends on them.

Typical Outcomes:

Hours of manual admin recovered every week. One source of truth instead of competing spreadsheets. Processes that no longer depend on a single person's workbook.

What We Deliver:

  • Legacy System ModernisationMS Access databases, Excel workbooks, and paper-based processes rebuilt as modern web applications your whole team can use.
  • Workflow AutomationManual planning replaced with automated scheduling, notifications, and approvals. The system chases the work, not your people.
  • Data MigrationClean, validated migration of your historical data from legacy stores. Nothing lost, everything queryable.
  • Incremental RolloutOld and new run in parallel until you trust the replacement. No big-bang cutover, no operational risk.
02

Industrial Data Platform Engineering

The foundation of operational intelligence is reliable, well-architected data infrastructure. We design and implement time-series platforms that capture, store, and serve your operational data at scale.

Typical Outcomes:

Unified operational data accessible to analytics tools. Reduced manual data collection. Historical data preserved and queryable. Foundation for advanced analytics and ML.

What We Deliver:

  • Time-Series ArchitectureDesign and deployment of platforms built for industrial data volumes. Azure Data Explorer, OSIsoft PI, InfluxDB, and other historian technologies.
  • IT/OT IntegrationBridging the gap between plant floor systems and enterprise infrastructure. Modbus, OPC-UA, MQTT, and industrial protocol expertise.
  • Process Historian ImplementationFull lifecycle historian projects from requirements through commissioning. Tag configuration, data modeling, and integration.
  • IoT Sensor IntegrationEdge device deployment, gateway configuration, and sensor network architecture for brownfield and greenfield implementations.
03

Operational Intelligence & Analytics

Data infrastructure only creates value when it drives better decisions. We implement analytics solutions that give operators, engineers, and managers visibility into what matters.

Typical Outcomes:

Real-time operational visibility. Faster root cause analysis. Energy consumption reduction. Data-driven continuous improvement.

What We Deliver:

  • Dashboard DevelopmentOperational dashboards in Grafana, Tableau, or Power BI designed for your specific KPIs and user workflows. Purpose-built visualizations.
  • Observability SystemsMonitoring and alerting infrastructure for industrial systems. Know when something is wrong before it becomes a production issue.
  • Energy Analytics & ISO 50001Energy monitoring systems, EnPI tracking, and analytics infrastructure to support ISO 50001 energy management systems.
04

Cloud Infrastructure & DevOps

Industrial data platforms require robust, secure, and maintainable infrastructure. We design and deploy cloud environments purpose-built for operational technology workloads.

Typical Outcomes:

Infrastructure that scales with your data. Deployments that are repeatable and auditable. Reduced operational burden on IT teams. Security posture appropriate for industrial systems.

What We Deliver:

  • Azure DeploymentInfrastructure as code using Bicep and Terraform. Repeatable, documented deployments that your team can maintain and extend.
  • Data PipelinesETL/ELT implementation using Databricks, Prefect, Azure Data Factory, or custom solutions. Reliable data movement from source to consumption layer.
  • CI/CD SetupAutomated build, test, and deployment pipelines. Version control, environment management, and release automation for industrial software.
  • Hybrid Cloud ArchitectureDesigns that work with on-premise constraints. Edge computing, secure connectivity, and architectures for air-gapped environments.
05

Custom Industrial Software

When off-the-shelf solutions do not fit, we build custom software designed for industrial environments. Practical applications that solve specific operational problems.

Typical Outcomes:

Systems that fit your process, not the other way around. Integration between previously siloed applications. AI capabilities grounded in your operational context.

What We Deliver:

  • MES SystemsManufacturing execution system development and integration. Work order management, production tracking, and quality data capture tailored to your processes.
  • Industrial APIsCustom interfaces between systems that were never designed to talk to each other. REST APIs, data transformation services, and integration middleware.
  • AI/RAG ImplementationPractical AI applications for industrial use cases. Document retrieval systems, knowledge bases, and machine learning models integrated with your operational data.
  • Rapid PrototypingFast proof-of-concept development to validate ideas before committing to full implementation. Working software in weeks, not months.

02 / Engagement models

How We Work

01

Project-Based Delivery

Fixed scope, fixed price engagements with defined deliverables and milestones. We agree on what success looks like, then build it. Suitable for well-defined initiatives like historian implementations, dashboard projects, or infrastructure deployments.

02

Fractional CTO

Ongoing technical leadership on a monthly retainer. Typically 2-4 days per month of embedded expertise. Ideal for companies that need senior technical guidance but not a full-time hire. Includes architecture reviews, vendor evaluation, team mentoring, and strategic technical planning.

03

Value Engineering Sprint

A two-week intensive engagement designed to move fast. We assess your current state, design a target architecture, and deliver an actionable implementation roadmap. Often used to kick off larger initiatives or evaluate feasibility of new projects.

03 / Our commitments

What You Can Expect

Working Deliverables

Every engagement produces functional systems, not just documentation. Code is deployed, infrastructure is running, dashboards are live.

Knowledge Transfer

We document what we build and ensure your team can operate and extend it. No black boxes, no dependency on us for day-to-day operations.

Transparent Communication

Regular progress updates, clear scope management, and honest assessment of risks and trade-offs.

Let's talk about your project

Tell us what you are trying to accomplish. We'll have an honest conversation about whether we are the right fit and what a path forward might look like.

Get in touchhello@recultiv8.com