Built for the complexity of real enterprises

Off-the-shelf AI tools solve generic problems. Your organisation has specific ones. We design and build proprietary AI applications that integrate with your systems, match your compliance posture, and solve the exact challenge you face.

What you get

• Full ownership of the codebase — no recurring licence fees
• Integration with your existing ERP, CRM, or data systems
• Designed to pass internal security and compliance review
• Production-grade, not prototype-grade

Ideal for

We build custom ML models trained on your data — not public benchmarks. Whether you need to forecast demand, score risk, detect anomalies, or automate classification, the model is designed for your specific prediction task.

What you get

• Demand forecasting with measurable accuracy improvements
• Fraud and anomaly detection tuned to your operational baselines
• Customer scoring and segmentation models
• Explainable AI output your compliance team can document

Ideal for

Harness the power of large language models without sending your data to public cloud LLMs. We integrate generative AI capabilities into your workflows using on-premise or private cloud deployment — full data sovereignty, zero compliance risk.

What you get

• Internal document intelligence and knowledge retrieval (RAG)
• Automated contract review and summarisation
• Internal copilot tools for staff productivity
• Structured data extraction from unstructured documents

Ideal for

AI is only as good as the data it receives. We design and build the pipelines, warehouses, and lakehouses that give your models clean, reliable, timely data — and give your analysts a single source of truth.

What you get

• Unified data warehouse eliminating multi-source inconsistencies
• Automated ETL/ELT pipelines with monitoring and alerting
• Data quality frameworks with observability
• Cloud-agnostic architecture (Azure, AWS, GCP, on-premise)

Ideal for

Before committing to implementation, some organisations need an independent assessment of their AI readiness and opportunities. We provide structured advisory engagements that produce concrete, actionable output — not a generic maturity framework.

What you get

• AI opportunity map ranked by value and implementability
• Technical and organisational readiness assessment
• Business case with quantified ROI estimates
• Implementation roadmap with phased investment schedule

Ideal for

Unlock your organisation's siloed knowledge. We build RAG-based AI assistants that let employees search HR manuals, legal contracts, and technical documentation in plain language — with full source citations and GDPR-compliant private deployment.

What you get

• Employees find accurate answers in seconds, not hours
• Private Azure deployment — data never trains public models
• Source citations on every response — full auditability
• Connects to SharePoint, OneDrive, and internal databases

Ideal for

Build AI systems that satisfy the EU AI Act, GDPR, and Dutch BIO guidelines from the first line of architecture. Privacy-by-Design, private Azure OpenAI tenants, and fixed-price compliance audits for organisations in regulated sectors.

What you get

• EU AI Act risk classification and conformity documentation
• GDPR Article 22 safeguards for automated decisions
• Private Azure deployment with no public model data exposure
• Fixed-price AI Compliance & Security Audit available

Ideal for

Most Dutch organisations overpay for Azure by 2–4×. We audit your environment, identify the waste drivers — uncompressed data lakes, always-on dev resources, missing governance — and fix them using Infrastructure as Code and Azure Landing Zones.

What you get

• 40–70% typical reduction in Azure monthly spend
• Infrastructure as Code with Bicep or Terraform
• Azure Landing Zone design and implementation
• Fixed-price Azure Cost Optimisation Audit available

Ideal for

Migrate from fragmented data silos to a unified Azure data platform: Microsoft Fabric, Azure Synapse, ADF, and Power BI. We deliver your first working dashboards in four weeks with our Dashboard in a Box offering.

What you get

• Single source of truth replacing contradictory system exports
• Automated Power BI dashboards replacing manual reporting
• Microsoft Fabric and Azure Synapse lakehouse architecture
• Dashboard in a Box: first dashboards delivered in 4 weeks

Ideal for

Design, build, and operate ADF pipelines that move and transform data across on-premise systems, SaaS platforms, and Azure services — reliably, with full monitoring and cost governance.

What you get

• Fully operational ADF pipelines in your Azure subscription
• Git-backed ARM templates for CI/CD promotion
• Monitoring dashboards and failure alerting
• Source code ownership — complete IP transfer

Ideal for

Architect and implement Synapse environments that give your analysts SQL-based query power over petabyte-scale data — without managing infrastructure.

What you get

• Synapse workspace deployed in your subscription
• Bronze/silver/gold data lakehouse architecture
• Power BI connected with Direct Lake mode
• Row-level security and column masking

Ideal for

GPT-4o, GPT-4 Turbo, and Ada embeddings hosted entirely within Microsoft's EU data centres, under your compliance posture. GDPR-compliant RAG pipelines, document intelligence, and copilot features.

What you get

• Azure OpenAI in your EU subscription with private endpoints
• RAG pipeline or document intelligence application
• GDPR data flow documentation
• Cost monitoring dashboard (token usage + billing alerts)

Ideal for

Implement Databricks environments accelerating your data engineering, machine learning, and streaming workloads — with Delta Lake, MLflow, and Unity Catalog.

What you get

• Databricks workspace with Unity Catalog and VNet injection
• Delta Lake medallion architecture
• Spark pipelines with CI/CD via Asset Bundles
• MLflow tracking and model registry

Ideal for

Implement AML environments giving your data scientists professional MLOps tooling — training pipelines, model registry, inference endpoints, and Responsible AI dashboards.

What you get

• AML workspace with compute clusters and private networking
• Automated training pipeline with experiment tracking
• Online and batch inference endpoints
• Responsible AI reports for compliance

Ideal for

Pre-built AI models for vision, speech, language, and decision-making — privately deployed in your Azure subscription. Document Intelligence, AI Search, Language, and Speech APIs.

What you get

• Azure AI Services with private endpoints in your subscription
• Integration code for your applications
• Accuracy benchmarks and evaluation report
• GDPR documentation for each capability

Ideal for

Design and build Azure lakehouse architectures using ADLS Gen2, Delta Lake, and Microsoft Fabric — giving you a single, governed source of truth for all your data.

What you get

• Azure Data Lakehouse deployed (ADLS Gen2 + Delta Lake)
• Ingestion pipelines from all agreed source systems
• Medallion architecture with data quality checks
• GDPR data residency configuration

Ideal for

The governed, scalable cloud environment your workloads need. Management Groups, Azure Policy, hub-and-spoke networking, and cost governance — built with IaC from day one.

What you get

• Landing Zone deployed via Bicep or Terraform
• Azure Policy + Management Group hierarchy
• Hub-and-spoke network with DNS and firewall
• Cost governance: tagging policy + budget alerts

Ideal for

Migrate your Azure data estate — from Synapse, ADF, Power BI, or on-premise warehouses — to Microsoft Fabric, cutting cost and complexity across the analytics stack.

What you get

• Microsoft Fabric workspace architecture and configuration
• Migrated pipelines, lakehouses, and semantic models
• Power BI Direct Lake reports with performance benchmarks
• Cost comparison report: before vs. after Fabric

Ideal for

Production-ready AKS environments for AI inference serving, data processing, and microservices — with GPU node pools, GitOps, and security hardening.

What you get

• AKS cluster via IaC with private networking and AAD integration
• Helm charts for all agreed workloads
• GitOps pipeline (FluxCD or ArgoCD)
• CIS Kubernetes security benchmark report

Ideal for

CI/CD pipelines for ADF, Databricks, dbt, and Synapse assets — automated testing, environment promotion, and full audit trails for your entire data estate.

What you get

• Azure Pipelines YAML for all agreed data asset types
• Git repository with agreed branching strategy
• Automated test integration
• Environment promotion with approval gates

Ideal for

Data discovery, lineage, PII classification, and GDPR data map capabilities across your entire data estate — Azure, on-premise, and multi-cloud.

What you get

• Purview account scoped to your Azure estate
• Automated scan and PII classification
• Data lineage maps for key data flows
• GDPR data map report

Ideal for

Migrate legacy on-premise data warehouses (Teradata, SQL Server PDW, Oracle) to Azure cloud-native services, preserving business logic while cutting costs and improving performance.

What you get

• Cloud-native DW on Azure Synapse or Fabric
• Migrated schemas, business logic, and historical data
• Automated reconciliation confirming data accuracy
• Decommission plan and cost savings projection

Ideal for

Production-grade streaming architectures using Azure Event Hubs, Kafka, and Spark Structured Streaming — for fraud detection, IoT telemetry, and live operational dashboards.

What you get

• Streaming infrastructure deployed on Azure
• Stream processing jobs with business logic
• Consumer lag and throughput monitoring
• Dead-letter queue and error handling pipeline

Ideal for

Implement and scale dbt projects on your Azure data platform — version-controlled, tested, documented SQL transformations replacing brittle stored procedures and SSIS packages.

What you get

• dbt project with Git integration on your data platform
• Staging, intermediate, and mart models
• dbt tests with coverage report
• CI/CD pipeline running tests on every PR

Ideal for

Governed, performant Power BI solutions connected to a proper semantic model — with row-level security, automated refresh, and Direct Lake performance for large datasets.

What you get

• Power BI semantic model (PBIX or Fabric dataset)
• Agreed report pages with full business logic
• Row-level security configuration
• DAX documentation and measure descriptions

Ideal for

Define who owns data, how quality is measured, and what happens when it degrades — giving your organisation the trust and accountability to rely on its data. GDPR/AVG-aligned.

What you get

• Data governance framework document (domains, ownership, RACI)
• Data quality monitoring dashboard
• Policies aligned to GDPR/AVG
• GDPR data inventory and processing register

Ideal for

Create a single authoritative record for customers, products, and suppliers — eliminating duplicates and contradictions across your CRM, ERP, and data estate.

What you get

• MDM architecture for agreed data domains
• Deduplication and matching pipeline
• Golden record store with survivorship logic
• Integration to downstream consuming systems

Ideal for

Automated data quality monitoring that catches problems at pipeline level — before they reach analysts, dashboards, or AI models — using dbt tests, Great Expectations, or Soda Core.

What you get

• Data quality rules in your pipeline tooling
• Automated alerting for quality failures
• Data quality dashboard for stewards
• Data contract templates for inter-team agreements

Ideal for

Production-grade ETL and ELT pipelines with monitoring, error handling, and retry logic — from SAP, ERP, REST APIs, file drops, and databases into your Azure data platform.

What you get

• Production pipelines for all agreed source systems
• Incremental load logic with CDC or watermark tracking
• Data validation checks with rejection and alerting
• Pipeline monitoring dashboard

Ideal for

Complete BI solutions: data model, semantic layer, reports, and the self-service capability your organisation needs — for finance, operations, HR, or sales analytics.

What you get

• BI strategy document with tool recommendation
• Semantic models for agreed analytics domains
• Power BI reports per specification
• Self-service governance model

Ideal for

Data migrations delivered with testing rigour, reconciliation controls, and cutover planning — for cloud migrations, ERP upgrades, system consolidations, and post-merger integration.

What you get

• Migration runbook with rollback procedure
• Automated reconciliation confirming row counts and checksums
• Post-migration validation report
• Decommission plan for source systems

Ideal for

Decentralise data ownership to domain teams while maintaining federated governance — so quality and standards do not degrade as your data organisation scales.

What you get

• Data Mesh architecture and domain topology
• Data product interface standard
• Self-serve platform tooling on Azure
• Pilot domain implemented end-to-end

Ideal for

Connect large language models to your private document repositories. Precise responses grounded in your own policies, contracts, and procedures — with source citations, privately on Azure.

What you get

• Private Azure OpenAI + Azure AI Search deployment
• Document ingestion and re-indexing pipeline
• Chat interface or API integration
• Evaluation report with answer quality metrics

Ideal for

Adapt pre-trained models to your specific vocabulary, tone, task format, and domain knowledge — for classification, extraction, and generation tasks that exceed prompt engineering alone.

What you get

• Fine-tuned model weights and training artefacts
• Evaluation comparing fine-tuned vs. baseline
• Inference endpoint deployment
• Retraining pipeline with trigger logic

Ideal for

Custom vision systems for defect detection, document analysis, safety monitoring, and visual quality control — built and deployed on Azure at production scale.

What you get

• Trained computer vision model with accuracy benchmarks
• Real-time or batch inference endpoint
• Integration with camera system or image source
• Model monitoring and drift detection

Ideal for

Transform emails, contracts, feedback, and regulatory filings into structured business intelligence — using sentiment analysis, entity extraction, and Dutch/English text classification.

What you get

• NLP pipeline deployed on Azure
• Evaluated model with accuracy and F1 score
• Integration with downstream reporting or CRM
• GDPR documentation for text data processing

Ideal for

Predict equipment failures days or weeks in advance from sensor data and historical failure records — enabling just-in-time maintenance that reduces downtime by 40%+.

What you get

• Trained predictive maintenance model with evaluation report
• Real-time sensor data ingestion pipeline
• Alert integration with CMMS or dashboard
• ROI analysis: projected downtime reduction

Ideal for

Custom fraud and anomaly detection systems for financial services, e-commerce, and public sector — with real-time scoring, SHAP explainability, and GDPR Article 22 compliance.

What you get

• Fraud scoring model with precision/recall benchmark
• Real-time inference endpoint
• SHAP explainability for flagged transactions
• Model monitoring and drift detection dashboard

Ideal for

Personalised product recommendations, content suggestions, and next-best-action systems — built to your customer base, tested with A/B experiments, GDPR-compliant.

What you get

• Recommendation model and serving API
• A/B testing framework
• Offline evaluation report (precision@k, recall@k)
• GDPR consent and data minimisation documentation

Ideal for

Automated ML training, drift detection, performance dashboards, and deployment pipelines — keeping your models accurate and reliable after the first go-live.

What you get

• Automated ML training and deployment pipeline
• Model registry with versioning and approval
• Drift detection and performance monitoring
• MLOps maturity assessment report

Ideal for

AI-first automation for invoice processing, claims handling, onboarding, email routing, and multi-step workflows — handling exceptions, not just happy paths.

What you get

• End-to-end automation pipeline in production
• Human review queue for exceptions
• Straight-through processing rate dashboard
• GDPR documentation for automated decisions

Ideal for

Custom forecasting models — demand, energy, financial, staffing — trained on your data with walk-forward validation and prediction intervals for planning confidence.

What you get

• Trained forecasting model with backtesting accuracy
• Automated retraining pipeline
• Forecast output with prediction intervals
• Integration with planning tool or Power BI

Ideal for

Enterprise-grade chatbots on Azure that understand intent and give useful answers by connecting to your real knowledge sources and systems — in Dutch and English.

What you get

• Azure Bot Service with Azure OpenAI integration
• Knowledge base ingestion pipeline
• Teams and/or web channel deployment
• Conversation analytics dashboard

Ideal for

Full-stack custom web applications for Dutch enterprises and public sector — GDPR-compliant by architecture, Azure-hosted, role-based, and fully owned by your organisation.

What you get

• Production web application deployed on Azure
• Azure AD SSO with role-based access control
• CI/CD pipeline with automated tests
• Source code ownership with 90-day stability support

Ideal for

Purpose-built portals for employees, partners, or customers — replacing the scattered mix of SharePoint sites, email threads, and spreadsheets with a governed, role-based interface.

What you get

• Portal deployed on Azure with custom domain
• Azure AD / Entra ID SSO integration
• Role-based access for all user types
• Admin interface for content and user management

Ideal for

Secure, well-documented REST and event-driven APIs connecting your systems — ERP/CRM integrations, third-party connectors, API gateways, and legacy system wrappers.

What you get

• Production APIs on Azure with OpenAPI documentation
• OAuth2 or mTLS authentication
• Automated test suite with contract tests
• Azure API Management configuration

Ideal for

Engineering partnership for B2B SaaS products on Azure — MVP in 10–14 weeks, multi-tenant architecture, Stripe billing, Azure AD B2C identity, and ISO 27001-ready design.

What you get

• Production SaaS on Azure with multi-tenancy
• Identity and SSO implementation
• CI/CD pipeline and infrastructure as code
• Full source code ownership

Ideal for

Strangler fig, re-platform, or rebuild strategies — modernising legacy applications while keeping the business running throughout, without big-bang rewrites.

What you get

• Technical assessment with modernisation roadmap
• Modernised components deployed on Azure
• Test suite for migrated functionality
• Architecture documentation for the new system

Ideal for

Domain-driven service decomposition, service mesh on AKS, event-driven patterns, API gateway, and distributed tracing — architecture that enables team autonomy and horizontal scaling.

What you get

• Microservices architecture design document
• AKS with service mesh and API gateway
• Distributed tracing and centralised logging
• Service templates and inter-service API contracts

Ideal for

Applications built for Azure from the first line of code — serverless, containers, Bicep/Terraform IaC, Well-Architected review, and FinOps-first design to control costs.

What you get

• Azure cloud-native application via IaC
• Bicep or Terraform infrastructure codebase
• Well-Architected Framework assessment report
• Cost governance setup with alerts and tagging

Ideal for