Notes from the studio.
Long-form essays, short field notes, and the occasional case study — on AI automation, custom software, and what it takes to ship modern systems that actually move numbers.
AI Automation for North Bay Businesses: A Complete Guide
Discover how AI automation can transform your North Bay business operations. Learn about implementation strategies, ROI benefits, and real-world success stories from Sonoma, Marin, and Napa County businesses.
Read essayThe archive.
Everything we've written, ordered by recency. Topics rotate between AI, automation, full-stack delivery, and the business of shipping software.
Why Sonoma County Businesses Need Custom Software Solutions
Explore why off-the-shelf software often falls short for Sonoma County businesses. Learn how custom software development addresses unique local business needs and drives growth.
Read moreLegacy Modernization · Jan 5, 2025 · 6 minLegacy System Modernization: Success Stories from Marin County
Learn how Marin County businesses have successfully modernized their legacy systems. Discover the benefits, challenges, and strategies for transforming outdated technology into modern solutions.
Read moreAI Consulting · Jan 1, 2025 · 7 minHow AI Consulting Transformed Local Business Operations
Discover how AI consulting has helped North Bay businesses transform their operations. Learn about real-world applications, ROI, and how to get started with AI consulting.
Read moreBusiness Automation · Dec 28, 2024 · 5 minIntroduction to Business Process Automation
Learn the fundamentals of business process automation and how it can transform your North Bay business operations. Discover automation opportunities and implementation strategies.
Read moreAI Automation · Mar 28, 2026 · 9 minCustom AI Automation vs Off-the-Shelf Tools: When to Build
A decision framework for when custom AI automation beats off-the-shelf tools — and when it does not. Honest cost, time, and ROI ranges based on real engagements.
Read moreAI Consulting · Apr 4, 2026 · 11 minHow to Choose an AI Automation Partner in 2026
A practical hiring guide for operators evaluating AI automation studios and consultancies. Questions to ask, red flags to watch for, and contract terms that protect you from the most common engagement failures.
Read moreAI Consulting · Apr 11, 2026 · 10 minWhat Does an AI Integration Project Actually Cost?
Transparent cost ranges for real-world AI integration projects in 2026 — discovery, focused first projects, platform builds, and ongoing operations. With the scope drivers that move the number up or down.
Read moreAI Automation · Apr 18, 2026 · 9 minAI Chatbots vs AI Voice Bots: Which Does Your Business Need?
A side-by-side comparison of AI chatbots and AI voice bots — when to choose each, when to use both, and the production realities most vendor demos hide.
Read moreLegacy Modernization · Apr 25, 2026 · 11 minLegacy System Modernization Without Downtime: A Practical Playbook
A field-tested playbook for migrating off legacy systems without taking the business offline. Covers the strangler-fig pattern, data migration sequencing, training cadence, and the failure modes that actually kill modernization projects.
Read moreBusiness Automation · May 2, 2026 · 12 minThe Real ROI of Business Process Automation: 3 Case Studies
Real (anonymized) ROI numbers from three business process automation engagements — what we automated, what it cost, what the team got back, and what surprised us. Honest math, not marketing math.
Read moreAI Automation · May 9, 2026 · 11 minDocument Processing with AI: A 2026 Buyer's Guide
A buyer's guide for AI-assisted document processing in 2026 — what works in production, what does not, how to evaluate vendors, and the build-vs-buy decision for your specific document types.
Read moreCustom Software · May 16, 2026 · 12 minNext.js for Business Apps: Why We Default to It
A technical post on why we default to Next.js for the majority of new business applications in 2026 — what it solves, what it does not, and when we reach for something else.
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