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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