Software Development & Consulting
Software that works at scale.
We build data infrastructure, AI/ML systems, and custom applications for companies that need things to actually work in production.
What We Build
Services built for production
We focus on the hard problems: scale, reliability, and performance. If you need something that just works when it matters, we can help.
- AI & ML Infrastructure
- Data pipelines, training infrastructure, and deployment systems for AI/ML workloads. From data collection to production inference.
- Data Acquisition
- Large-scale web data collection for AI training, market intelligence, and analytics. Systems built for volume.
- Event Streaming Architecture
- Real-time data pipelines that handle production traffic. Built for reliability under load.
- Cloud Infrastructure
- Architecture that scales predictably. CI/CD, monitoring, and operations done right.
- Custom Application Development
- Web applications, APIs, and internal tools. Clean code that other engineers can maintain.
- Data Engineering
- ETL pipelines, data warehousing, and analytics infrastructure built for scale.
From Raw Data to Results
Data Pipelines That Work
Whether you need training data for fine-tuning, a knowledge base for RAG, or real-time market feeds, we can help. We build new pipelines from scratch or optimize what you already have.
Spending too much on data acquisition? Hitting rate limits? We solve the hard problems: cost, access at scale, and reliability. When we build something new, you own it.
Real-Time Systems
Event Streaming Architecture
Production-grade event streaming that handles real traffic. We've built pipelines that process at scale without the 3am pages.
- Real-time processing.
- Events processed as they happen, not in batch jobs overnight.
- Built for reliability.
- Fault-tolerant systems that handle failures gracefully.
- Scales with you.
- Architecture that grows without rewrites.
event: order.created
timestamp: 2024-01-15T10:23:45Z
status: processed
latency: 12ms
---
event: payment.completed
timestamp: 2024-01-15T10:23:45Z
status: processed
latency: 8ms
Why work with us
We've been on the other side of these projects. We know what it's like to inherit bad architecture, debug production issues at 2am, and scale systems that weren't built for it.
- Production-tested approaches
- Clean, maintainable code
- Clear communication
- No vendor lock-in
- Documentation included
- Knowledge transfer
- What types of projects do you take on?
- We specialize in AI/ML systems, data pipelines, and custom software development. From model training to production deployment, our sweet spot is projects that require scale, reliability, or both.
- Do you help companies build AI products?
- Yes. We can handle the full stack: model development and fine-tuning, data acquisition, pipeline architecture, deployment systems, and ongoing optimization. Whether you need help with one piece or the entire project, we can build it.
- How do you typically engage with clients?
- Most projects start with a discovery call to understand your needs. From there, we scope the work and provide a proposal. We can work on a project basis or ongoing retainer.
- Do you provide ongoing support?
- Yes. We can provide maintenance and support for systems we build, or hand off to your internal team with documentation and training.
- What makes you different from other consultancies?
- We build things ourselves before recommending them to clients. Our approaches come from running production systems at scale, not just theory.