Engineering Excellence

Data-Driven.
Performance-Obsessed.
Built to Scale.

Neocor delivers expert software development, data architecture design, and deep system & database performance optimization — turning complex problems into elegant, fast solutions.

neocor ~ query-optimizer
neocor@core ~ $ analyze --db production
✦ Scanning query plans…
✦ Profiling index usage…
 
bottleneck: full table scan (2.8M rows)
index: missing composite index
latency: avg 4,200ms → 18ms
 
neocor@core ~ $ optimize --apply
✓ Index created in 340ms
✓ Query time reduced 99.6%
✓ Throughput +8.4x
 
neocor@core ~ $
10×
Average query speedup
99.9%
System uptime delivered
15+
Years of engineering depth
TB+
Data pipelines architected

End-to-End Engineering Services

From greenfield software to deeply entrenched legacy systems, we bring clarity, speed, and architectural rigour.

🛠

Software Development

Custom applications engineered from the ground up. We design and build maintainable, scalable software that fits your domain — not just generic boilerplate.

backend APIs CLI tools system daemons automation
🗄

Data Architecture

Strategic design of data models, warehouses, pipelines, and lake architectures. We turn raw data chaos into structured, queryable, reliable foundations.

data modeling ETL / ELT warehousing data lakes CDC

Performance Optimization

Deep-dive analysis of slow systems, bloated queries, and inefficient schemas. We identify and eliminate bottlenecks that cost you time and money every day.

query tuning indexing profiling partitioning caching

A Proven Engineering Process

We follow a disciplined, transparent methodology — no surprises, just results.

01

Diagnose

We audit your systems, queries, architecture and codebase to identify root causes — not symptoms.

02

Design

We propose targeted solutions with clear trade-offs and measurable goals before writing a single line of code.

03

Implement

Precise, clean implementation with full test coverage. We ship incrementally and validate at each step.

04

Validate

Benchmarks before and after. We don't call it done until the numbers prove it — and we document everything.

Tools Built for Engineers

Opinionated software products for data professionals and developers who demand performance and precision.

Data Tools

PipeForge

A visual data pipeline builder for engineers. Design, test, and deploy ETL/ELT workflows without wrestling with boilerplate. Code export included.

  • Drag-and-drop pipeline canvas
  • Built-in transformations and aggregators
  • Export to Python, SQL, or dbt
  • Incremental load and CDC support
Learn more →
Desktop Software

SchemaDiff

Compare, migrate, and synchronize database schemas across environments. Eliminate deployment-day surprises with automated diff reports and migration scripts.

  • Side-by-side schema comparison
  • Auto-generated migration scripts
  • Multi-environment support (dev/staging/prod)
  • CI/CD integration via CLI
Learn more →

We Work Across Your Stack

PostgreSQL Python Apache Spark Rust MySQL dbt Apache Kafka Go MS SQL Server Airflow ClickHouse TypeScript Oracle DB Redis SQLite Docker PostgreSQL Python Apache Spark Rust MySQL dbt Apache Kafka Go MS SQL Server Airflow ClickHouse TypeScript Oracle DB Redis SQLite Docker

Engineering depth without the overhead

We're not a large consultancy. We're a specialized engineering practice that goes deep, moves fast, and cares about the craft.

🔬
Root Cause Focus
We fix the underlying problem, not just the symptom — so issues don't come back three months later.
📐
Principled Architecture
Every decision is documented. We consider maintainability, operability, and cost — not just what ships fastest today.
📊
Measurable Outcomes
We set benchmarks upfront and deliver proof: before/after metrics for every engagement.
🤝
Transparent Collaboration
Direct communication, honest timelines, and knowledge transfer so your team grows alongside the project.
99.6%
Query latency reduction (median engagement)
📈
8.4×
Throughput increase after optimization
🗄
60%
Average storage cost reduction post-architecture
<2wk
Time to first measurable impact

Ready to make your systems fast?

Tell us what you're building or where you're hurting. We'll get back to you within one business day.

No spam. No sales calls without your request. Just a human response.