Data Analytics & AI

Turn raw data into decisions you can trust.

Devotica builds the lakehouse, the pipelines, and the ML platform as one system — so your dashboards are accurate, your models reach production, and your data finally earns its keep.

What we offer

From ingestion to insight to intelligence.

A single, governed data foundation that serves analytics and AI alike.

Data lakehouse

S3-backed lakehouse with governed tables, so one source of truth feeds every team without copies and drift.

S3IcebergGlueLake Formation

Streaming pipelines

Real-time ingestion and transformation with Kinesis and MSK, so data lands seconds after it's created.

KinesisMSKFlink

BI & dashboards

Self-serve analytics on QuickSight or your tool of choice, modeled so the numbers always reconcile.

QuickSightRedshiftdbt

ML & AI platforms

From feature stores to deployed endpoints — including RAG and LLM apps on Bedrock that run in production.

SageMakerBedrockMLOpsRAG

AI that actually ships

Most AI pilots stall because there's no platform to run them on. We build the foundation first — governed data, feature pipelines, deployment, and monitoring — so your models go from notebook to production and stay there.

  • Reproducible training and deployment pipelines
  • RAG and LLM apps grounded in your own data
  • Drift and cost monitoring built in from day one
pipeline — daily run
$ airflow dags trigger analytics_daily
ingest kinesis → s3 (4.2M events)
transform dbt run (212 models)
quality 128 tests passed
publish quicksight refreshed
features feature store updated
# dashboards fresh as of 06:00 UTC
4M+
Events/day per pipeline
<2s
Streaming end-to-end latency
40%
Support work automated with AI
1
Source of truth, not ten
Data stack review

Is your data working as hard as you are?

We'll map your current data flow, find where trust and freshness break down, and show you the path to analytics and AI you can rely on.

Map your data stack →