Intelligent software solutions for data-driven decision making.

We build AI-powered products that transform complex data into actionable insights—from personal finance to productivity and security. Backed by real-world expertise in automation, systems thinking, and pragmatic engineering.

Methodical Cloud

Our Products

Intelligent software solutions that work together for holistic decision support

FinInsights
BETA

FinInsights

Financial Intelligence

AI-powered insights for YNAB and bank accounts

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MindInsights
COMING: 2026

MindInsights

Knowledge Intelligence

Intelligence layer for Obsidian and scattered data

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BizInsights
FUTURE: 2026+

BizInsights

Business Intelligence

Intelligence for QuickBooks, Stripe, and Etsy

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HomeInsights
FUTURE: 2026+

HomeInsights

Home Intelligence

Intelligence for Home Assistant and UniFi

See Roadmap

The Meta-Brain: Cross-Product Intelligence

These products work together to give you holistic insights across your finances, knowledge, home, and business—helping you make better decisions with full context.

Core Themes

Principles that guide our approach to automation, systems thinking, and technical content

Clarity

No buzzwords or fluff—our content simplifies the complex. We believe in clear communication and straightforward explanations.

Pragmatism

Real-world practices over theory. It's not about perfection; it's about making things better and delivering practical solutions.

Data-Driven

Build with insights, not guesses. Our products and content focus on turning complex data into clear, actionable intelligence that drives better decisions.

Our Content

Technical insights on automation, system design, and building better products

Blog Posts

In-depth articles on automation, system design, infrastructure, and DevOps. Clear, practical insights from 20+ years of engineering experience—no buzzwords, just what actually works.

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Latest Blog Posts

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2025-05-16

Micro-Projects, Macro Impact

Why small, focused efforts often lead to the biggest breakthroughs—and how to use them to drive clarity and momentum.

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2025-05-14

What I'm Not Automating (Yet) — And Why That's Intentional

Automation is powerful—but knowing when to wait is even more important. Here's why I’m intentionally holding back.

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2025-05-14

When Done Is Better Than Perfect (Especially in Systems Work)

Perfection is the enemy of progress—especially in systems work. Learn why shipping 'done' is more valuable than waiting for perfect.

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