AyoTechAyoTech

Data Engineering

Build reliable, scalable data platforms and pipelines that power BI and machine learning.

Modular Capabilities for Every Stage

Ingestion, transformation, storage, and governance—delivered with reliability and observability.

Data Platforms

Lakes, warehouses, and lakehouses on AWS/GCP/Azure.

Pipelines

Batch ETL/ELT and real-time streaming with Kafka.

Orchestration

Airflow/Dagster workflows and event-driven processing.

Quality & Governance

Contracts, validation, lineage, and catalogs.

MLOps Foundations

Feature stores, model registries, and monitoring hooks.

Cost & Security

Right-sized infra, access control, and encryption by default.

Why Teams Build With Us

We design for correctness and operability—so downstream analytics can trust upstream data.

  • Reliable pipelines with SLAs
  • Faster time-to-insight
  • Scalable, governed data
  • Lower infra cost with right-sizing
  • Production-grade monitoring

Operational Practices

Data Contracts
Schema versioning and expectations.
Observability
Lineage, metrics, and alerts.
Cost Controls
Budgets and workload tuning.
Security First
Access boundaries and encryption.

Delivery You Can Trust

A predictable path from discovery to launch with clear milestones and ownership.

01

Discovery & Alignment

Domains, sources, consumers, and SLAs.

02

Architecture & Plan

Storage, compute, tooling, and governance.

03

Build & Validate

Pipelines, observability, and backfills.

04

Launch & Iterate

SLOs, costs, and roadmap execution.

Build With AyoTech

Get a tailored walkthrough and an execution plan aligned to your goals.