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Encytics
Our Services

Five capabilities, one accountable team

We design, develop, and deliver the full data and AI stack so you get one partner for architecture, pipelines, and the analytics your business actually runs on.

Data Engineering & ETL/ELT Pipelines

We design and build the pipelines that move and shape your data reliably, at scale, and with quality checks baked in rather than bolted on.

  • Pipeline architecture & orchestration design
  • Batch and streaming ingestion frameworks
  • Data quality, testing, and observability
  • Legacy ETL migration and modernization
1
Extract
2
Transform
3
Load
4
Validate

AI Engineering

We turn foundation models and applied ML into production systems integrated with your data, evaluated rigorously, and served reliably.

  • LLM integration & retrieval-augmented systems
  • Applied ML system design
  • Feature pipelines for training and inference
  • Model-serving infrastructure

“Summarize this quarter’s pipeline anomalies.”

3 anomalies detected across orders_fct — retrieval grounded in warehouse metadata.

MLOps

We bring software engineering discipline to machine learning so models ship on a predictable cadence and degrade gracefully, not silently.

  • CI/CD pipelines for model training and release
  • Model monitoring & drift detection
  • Experiment tracking and versioning
  • Automated deployment and rollback
Commit
Train
Evaluate
Deploy

Cloud Data Warehousing

We architect warehouses that stay fast and affordable as they grow built on cloud platforms, tuned for your actual query patterns.

  • Snowflake / Databricks / BigQuery architecture and migration.
  • Query and workload performance tuning
  • Multi-region and disaster-recovery setups
  • Storage and compute cost optimization
Raw layer
Modeled layer
Semantic layer

Business Intelligence & Dashboards

We deliver a governed semantic layer and the dashboards that sit on top so every team gets self-service answers built on the same numbers.

  • Self-service BI enablement
  • Executive & operational dashboards
  • Governed semantic layers
  • Embedded analytics for customer-facing apps

Revenue

$2.4M

Growth

+18.2%

Not sure which capability you need first?

Start with a free Data Infrastructure Audit — we'll map your current stack and recommend a prioritized roadmap.

Book a Free Audit