Services
Integrand offers end-to-end data and AI consulting services, designed specifically for South African SMEs. Every engagement begins with understanding your business — your goals, your constraints, and the decisions you need to make with confidence.
We don't take a one-size-fits-all approach. Whether you need a single focused intervention or an ongoing strategic partnership, we structure our services around your needs and your budget.
Five stages, one continuous partnership
Every stage below maps to a service we deliver. Start anywhere — most clients join mid-journey, and we pick up from where your data actually is.
Strategy & Alignment
Define what success looks like and build the roadmap to get there.
Ingestion & Engineering
Bring your data together securely, from every source.
Quality & Governance
Make it trustworthy — clean, consistent, and properly governed.
Analytics & Visualisation
Turn it into dashboards and insight your business can act on.
AI Integration
Apply AI to go further — automation, prediction, and smarter decisions.
Ongoing management and support, throughout — not just at the end. Runs alongside every stage above.
Data Strategy & Alignment
Good data strategy starts with business strategy. Before recommending any technology or solution, we take the time to understand where your organisation is going and what information it needs to get there.
Engage directly with key stakeholders to define the desired outcomes — reports, dashboards, and the decisions they need to support.
Review legacy reporting sources, data flows, and existing outputs to establish a clear baseline.
Identify the optimal path to modernise your reporting environment, improve data security and integrity, and enhance the user experience.
Produce clear documentation of findings and recommendations, ensuring every proposed intervention is aligned to your strategy, vision, and goals.
Data Engineering
A well-engineered data ecosystem is the foundation of everything that follows. We design, build, and optimise data infrastructure on Microsoft Azure — ensuring your data is centralised, secure, and ready for analysis.
Review current data sources, storage architecture, data flows, and surfacing methods.
Recommend and implement improvements — including centralised data repositories such as Azure Data Lake Storage for structured and unstructured data.
Connect and extract data from source systems including relational databases, flat files, and third-party platforms — into Power BI and Azure-based pipelines.
Incorporate additional data sources that add analytical value and support better strategic decision-making.
Security is not an afterthought — data protection is embedded into every layer of the solution.
Data Governance
Trustworthy data doesn't happen by accident — it's the result of deliberate policy, clear ownership, and consistent standards, applied and maintained over time. Integrand builds practical, right-sized data governance frameworks based on DAMA-DMBOK (the Data Management Body of Knowledge) — the internationally recognised framework for data management — so your governance approach is thorough without becoming bureaucratic.
Development of data governance frameworks and policies aligned to DAMA-DMBOK, scoped to the size and maturity of your organisation.
Data stewardship structures — defining ownership, accountability, and decision rights for key data domains.
Data quality standards, definitions, and ongoing monitoring, so the numbers your business relies on can be trusted.
Metadata management and data dictionaries, so your organisation works from a shared, consistent data language.
Governance support aligned to POPIA, including documentation and processes to support your organisation's Data Protection Officer (DPO) responsibilities.
Governance frameworks are treated as living documents — reviewed and refined as your organisation and data environment evolve.
Analytics, Visualisation & Reporting
Data only creates value when it drives decisions. We turn your data into clear, accurate, and visually compelling outputs — from executive dashboards to detailed operational reports — built to support the decisions that matter most to your business.
Thorough data cleaning and transformation prior to modelling, ensuring a reliable foundation for all reporting.
Data modelling optimised for Power BI performance, accuracy, and ease of maintenance.
Development of tabular reports, visual dashboards, and interactive analytics — aligned to your brand identity and KPIs.
KPI tracking, progress indicators, and target visualisations built as a core component of every reporting solution.
Statistical analysis including trend analysis, forecasting, and what-if scenario modelling to support forward-looking decisions.
Power BI Embedded Analytics and custom reporting applications for internal use or external client interaction.
Advanced analytics using Python — including exploratory data analysis, statistical modelling, and machine learning models to identify patterns, predict outcomes, and surface insights that standard reporting cannot.
Data Ecosystem Administration & Support
A data environment is not a once-off project — it requires ongoing care to remain accurate, secure, and aligned to a changing business. Integrand offers administration and support services that keep your ecosystem running reliably, without requiring in-house data expertise.
Review of your current data environment in terms of data structures, processes, policies, and tooling.
Documentation of findings and prioritised recommendations for optimisation and improvement.
Power BI administration — development environments, row-level security, dataset certification, and promotion processes.
Automated refresh scheduling and report distribution management.
Ongoing support and maintenance for your data and reporting environment.
AI Integration & Claude Consulting
AI is no longer a future consideration — it is a practical tool that is already changing how businesses operate. Integrand helps South African SMEs adopt AI responsibly, pragmatically, and in a way that delivers measurable value.
Claude by Anthropic is our preferred AI platform — one of the most capable and safety-focused solutions available. Integrand is registered in the Anthropic Claude Partner Network and is actively working towards Select partner status, bringing a structured, accountable approach to AI integration.
Data Maturity Assessment — Evaluate your organisation's readiness to adopt AI, identify the highest-value use cases, and define a practical adoption roadmap.
Claude Integration — Connect Claude to your existing data pipelines, Power BI reporting environment, and internal business workflows.
AI-Assisted Automation — Use Claude to reduce manual effort in data preparation, report commentary, document generation, and operational processes.
AI Governance & POPIA Compliance — Establish policies and frameworks for the responsible use of AI specifically, complementing the broader data governance frameworks covered under Data Governance.
Ongoing Advisory — As this field evolves rapidly, we offer ongoing guidance to ensure your AI adoption remains effective, compliant, and aligned to your business strategy.
This is a maturing service offering. Engagements are scoped carefully and transparently, with a focus on use cases where AI delivers clear, demonstrable value.
How We Engage
Integrand's services are available individually or as an integrated programme — structured around what your business actually needs, not a fixed package.
Engagements can follow a waterfall or agile methodology, depending on scope and complexity.
Project-based and retainer models are both available — retainer arrangements suit organisations that require ongoing support, administration, governance, or advisory services.
Once a project is complete, clients can continue with a support and maintenance agreement to ensure continuity, stability, and ongoing value.
AI integration is available as a standalone service or as an add-on to any existing data engagement.