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Sector Practice

Manufacturing & Supply Chain

Industry 4.0 platforms on Snowflake + Databricks: IoT telemetry, predictive maintenance, MES / ERP integration on SAP ME / Dassault / Siemens Opcenter, supplier risk, OEE optimization.

Engagements & Deliverables

Practices & Case Studies for Manufacturing & Supply Chain

Cross-functional architectures, production deployments and client case studies in this sector.

Blog

ETL to ELT: the migration is mostly cultural

Most ETL-to-ELT migrations fail not on technology but on testing, ownership and finance. Here's how we de-risk the move to dbt + Fivetran.

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Blog

ERP modernization playbook: SAP S/4HANA without the freeze

How to run a brownfield S/4HANA conversion in a live finance org — sequencing, parallel-run, sign-off and the people side of the program.

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Case Study

Industrial Manufacturer: Predictive Maintenance

IoT streaming from 14 plants into Databricks, predictive maintenance models, OEE +6.4 points, unplanned downtime −41%.

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Service

ERP Platforms

Implementations, migrations and continuous improvement for the ERP systems that run finance, supply chain and operations at regulated enterprises.

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Service

ETL & Data Integration

Modern ELT, CDC and streaming pipelines landing data into Snowflake, Databricks, BigQuery and Redshift — with dbt, lineage, observability and FinOps baked in from…

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Service

Databricks

Databricks lakehouse platform — Unity Catalog, Delta Lake, MLflow, Databricks SQL, Mosaic AI and Databricks Workflows — productionized for streaming, GenAI and governed data…

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Enterprise Delivery

Deploy with confidence in Manufacturing & Supply Chain.

From board-level risk controls to production ML engineering, ByteWave delivers senior engineers with deep industry pedigree.

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