Enterprise Grade Data Solutions

Enterprise Big Data.
Optimization and Migrations.

DotPy Labs designs high-throughput data architectures and executes seamless migrations between platforms. We optimize database engine performance, design real-time pipelines, and deliver intuitive visualization platforms for complex enterprise metrics.

100%

Data Integrity

Zero

Downtime Goals

dotpy-engine // data_monitor.sh
METRIC VALUE
Total Migrations 100% Success
Throughput peak 14.8 GB/s
Query Cost Redux -42.6% avg
Active Sync pipelines 8 online
> Initializing CDC pipelines...

Systems Stack

Cross-platform integration and migrations

Postgres / MySQL / SQL Server / Azure SQL / DB2 / Informix Relational SQL
Kafka Event Streaming
BigQuery / Presto Cloud Warehousing & Queries

Enterprise Pillars

Comprehensive solutions for query bottlenecks, layout migrations, and visual data mapping.

Database Performance Optimization

We diagnose slow query executions, restructure fragmented indices, tune memory footprint allocations, design caching policies (Memcached), and optimize complex analytical queries to reduce BigQuery slot cost and resource utilization under high-concurrency database load.

Query Execution Plans Indexing Audits BigQuery Slot Tuning

Seamless Platform Migrations

Relocating datasets across heterogeneous platforms (e.g. from IBM DB2, Informix, or Oracle into BigQuery/Presto). We construct custom schema translations, deploy robust ETL pipelines, and design custom workflow solutions to migrate legacy pipelines off expensive proprietary platforms like Alteryx without operational downtime.

Data Warehouses Alteryx Off-Ramp ETL / CDC Sync

Business Insights Visualization

Transform complex telemetry and records datasets into responsive, clean business intelligence. We design real-time data visual mapping models and build custom dashboards in Tableau, Looker, and Power BI, as well as engineering custom visualization engines in Python and HTML/Java.

Tableau / Looker / Power BI Python / HTML / Java

Start Your Data Consultation

Submit your database layout, data volume, and optimization goals. Our architecture group will analyze and contact you.