End-to-end AI and data services.

Copilots, RAG knowledge assistants and AI agents built on your data and deployed in your cloud.

• RAG over documents & warehouses
• Autonomous agents & tool use
• Fine-tuning & evaluation
• Guardrails, PII redaction, audit

Forecasting, churn, fraud and recommendation models, productionised with CI/CD, monitoring and retraining.

• Feature stores
• Model registry & drift monitoring
• Batch & real-time inference
• Explainability

Statistical modelling, experimentation and advanced analytics that turn questions into decisions.

• A/B testing
• Segmentation & clustering
• Causal inference
• Optimisation

Reliable batch pipelines with dbt, Spark, Airflow and native cloud services, tested and observable.

• dbt & Spark transformations
• Orchestration (Airflow, Dagster)
• Data contracts & quality
• Lineage & cataloguing

Kafka, Kinesis, Event Hubs and Spark Structured Streaming for sub-second operational analytics.

• CDC from operational DBs
• Event-driven architectures
• Streaming feature pipelines
• Exactly-once delivery

Delta Lake, Iceberg and medallion architectures on S3, ADLS and GCS, secure and governed.

• Bronze / Silver / Gold layers
• Unity Catalog & Lake Formation
• Open table formats
• Cost-optimised storage

Snowflake, Databricks SQL, Redshift, Synapse and BigQuery with Kimball dimensional models.

• Star & snowflake schemas
• Slowly changing dimensions
• Performance tuning
• Warehouse migrations

Connect SaaS, ERP, CRM and legacy systems with APIs, iPaaS and CDC, one source of truth.

• Fivetran, Airbyte, ADF, Glue
• API & webhook integrations
• Master data management
• Reverse ETL

Catalogs, lineage, access policies and compliance (GDPR, HIPAA, SOC 2) baked into every platform.

• Data catalogs
• Access control & masking
• Privacy compliance
• Audit trails

Multidimensional cubes and semantic models so every team slices the same trusted KPIs.

• SSAS, AtScale, Cube & dbt metrics
• Hierarchies & drill paths
• Row-level security
• Sub-second aggregates

Executive dashboards and self-service BI in Power BI, Tableau, Looker or embedded custom apps.

• KPI frameworks
• Embedded analytics
• Paginated reporting
• Data storytelling

From exploratory analysis to KPI design, answers your leadership can act on this quarter.

• Exploratory analysis
• Cohort & funnel analysis
• Forecasting
• Insight reports

Landing zones, migrations and well-architected platforms on AWS, Azure and Google Cloud.

• Cloud migration
• Security & compliance
• FinOps
• Multi-cloud strategy

Move Oracle, SQL Server, Teradata, Netezza, Hadoop and file shares to AWS, Azure, Databricks or Snowflake, with zero data loss and minimal downtime.

• Assessment & migration roadmap
• Schema & code conversion (SQL, SSIS, ETL)
• Bulk + CDC replication, near-zero downtime
• Reconciliation, validation & cutover

CI/CD, infrastructure-as-code and Kubernetes so data and AI ship safely, every day.

• Terraform & Bicep
• GitHub Actions / Azure DevOps
• Kubernetes & containers
• Observability

ERP implementation, customisation and analytics integration for SAP, Dynamics 365, NetSuite and Odoo.

• Implementation & migration
• Finance & supply chain data
• ERP-to-warehouse pipelines
• Custom modules

We design, build and deploy end-to-end solutions in your cloud account, you own all the code and IP.

• Discovery to production
• Deployed in your tenancy
• Full source handover
• Managed support options

Hands-on training for engineers, analysts and executives on AI, Databricks, Snowflake, AWS and Azure.

• Instructor-led bootcamps
• Certification prep
• Executive AI literacy
• Team mentoring