We build the data backbone for high-growth startups.

Scale your engineering, not your cloud bill. We audit, model, and automate your data infrastructure using open standards.

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A Different Approach to Consulting

We don't just build systems; we build sustainable engineering cultures.

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Total Data Sovereignty

Your data never leaves your infrastructure. We build within your VPC and cloud accounts, ensuring you maintain 100% ownership and security compliance from day one.

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Vendor-Neutral & Open Source

We prioritize vanilla, open-source standards over proprietary "black-box" tools. This prevents vendor lock-in and ensures your stack remains portable and cost-effective.

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Team Enablement

Our goal is to eventually become redundant. We provide rigorous training and documentation to your internal team so they can manage and scale the show long after our engagement ends.

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Unit-Economic Engineering

We don't just build for performance; we build for the P&L. Every architecture decision is weighed against its impact on your cloud bill and operational overhead.

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Modular Evolution

Avoid "big bang" migrations. We implement a modular roadmap that delivers incremental value every 2 weeks, ensuring your business keeps moving while we upgrade the engine.

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Practitioner-Led Execution

You deal directly with senior engineers, not account managers. We are hands-on-keyboard consultants who have scaled systems at high-growth startups before.

01. AUDIT

Quality & Infra

We identify bottlenecks in your stack and ensure your data is clean, reliable, and built for 15x scale.

02. ENGINEER

Modeling & Automation

Enterprise-grade data modeling and automated CI/CD pipelines that transform raw streams into high-integrity business assets.

03. SCALE

AI & Intelligence

Custom RAG systems and predictive models that turn your infrastructure into a proactive decision engine.

Stop guessing. Start measuring.

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