End-to-End Data Platforms

Ship data platforms that teams actually use.

From first event to first dashboard: Tropotech designs, builds, and operates modern data platforms on AWS & Snowflake. Ingestion pipelines, lakes/warehouses, streaming, data quality, governance, and CI/CD—delivered with speed and reliability.

AWS Snowflake Kafka Airflow Docker Kubernetes
Data center abstract
AWS CDK & IaC Streaming & Batch Data Quality Observability
What we do

Opinionated services with clear outcomes

Engagements are scoped for momentum and measurable value. Pick what you need, or combine for a full platform build.

Data Platform Foundations

Landing zones, networking, security baselines, and infrastructure‑as‑code. Bootstrap AWS accounts and repositories with CI/CD from day one.

Ingestion & Integration

Build robust pipelines from SaaS, event streams, and legacy systems. Technologies include Lambda, Glue/Spark, Kafka/Flink, Step Functions, and API Gateway.

Lakes & Warehouses

Data lakes with Iceberg on S3 and curated models in Snowflake/Redshift. Partitioning, governance, cost controls, and performance that scales.

Streaming & Real‑Time

Low‑latency processing with Kafka Streams/Flink and Kinesis for clickstream, IoT, and operational analytics.

Data Quality & Observability

Automated validation (e.g., Soda) embedded into pipelines, with lineage, alerts, and SLOs surfaced in the tools your teams use.

Enablement & Handover

Playbooks, runbooks, and upskilling so internal teams can operate with confidence. We build with you, not for you.

How we work

A simple, collaborative delivery model

🔎

1) Discovery

Clarify goals, constraints, and stakeholders. Map sources, consumers, and SLAs. Define success metrics.

🧩

2) Shaping

Design target architecture and carve work into thin, end‑to‑end slices that deliver value quickly.

🚀

3) Build & Iterate

Implement pipelines, models, and automation with tight feedback loops and production‑grade standards.

📊

4) Operate & Enable

Stand up monitoring, alerting, and playbooks. Enable your team and plan the next increment.

Contact

Tell us about your data challenges

Use the form and your email client will open a draft. Prefer a direct email? Send a note to tropotech@ion.bz.

This uses a mailto: link so nothing is stored on this site.