What Is an AI Agency?
A precise definition of the AI agency model — and why clear terminology improves alignment, decisions, and trust.
Read on Medium →News & Insights
The view from the system level
Company news and high-level perspective on AI transformation and the shift from tools to systems — written at company altitude, not portfolio deep-dives.
AI-Strategy
Market Observation
Stop the Confusion: Use AI Terms Correctly
When we define AI terms intentionally, we sharpen thinking, collaboration, and strategy across the whole organization.
Read on Medium →AI-Strategy
The 5 Stages of AI Adoption
A clear path from manual labor to lights-off operations — and an honest read on where most companies actually sit today.
Read on Medium →AI-Strategy
From Barriers to Guides: Rethinking Guardrails for AI
Blend firm constraints with flexible guides to keep AI safe without making it useless.
Read on Medium →
AI-Strategy
One Microservice a Day — Easy!
How a disciplined software factory ships a production-ready microservice every single day.
Read on Medium →AI-Strategy
Backward Chain Coding: The Smarter Way to Develop with AI
Start from the outcome and let AI work backward — a cleaner, more reliable way to build with AI.
Read on Medium →Market Observation
Why AI Makes Agile Obsolete
AI automates development, lifts quality, and compresses the decision loop past the cadence Agile was built for.
Read on Medium →AI-Strategy
When Is AI Good Enough? Calculating AI's Quality Threshold
A practical way to calculate the quality bar AI has to clear before you let it run unsupervised.
Read on Medium →AI-Strategy
Software Factory and AI Agency: Two Sides of the Same Coin
Combining software development and AI automation to cut cost and speed time-to-market.
Read on Medium →AI-Strategy
AI Agency Roadmap Explained
A clear framework that takes automation leaders from first idea to autonomous, governed operations.
Read on Medium →AI-Strategy
AI Agency Roadmap in Action
A walk-through of how we used the roadmap to automate content creation end to end.
Read on Medium →AI-Strategy
Agile Workshop vs. Software Factory
Which delivery model fits your team — the speed and flexibility of a workshop, or the scale of a factory.
Read on Medium →Market Observation
AI Programming: Just Another Way to Code
Vibe coding, reframed: AI programming as a disciplined way to develop software, not a shortcut around it.
Read on Medium →AI-Strategy
What Is a Software Factory, Really? The 4 Principles That Define It
The four principles that actually define a software factory — and separate it from a buzzword.
Read on Medium →Market Observation
Software Factory Is Not What You Think
Why fuzzy, conflicting definitions of the software factory are holding the whole industry back.
Read on Medium →
AI-Strategy
Software Manufacturing Eras
From craft to factory — the manufacturing eras of software, and how to unlock the stage where it finally scales.
Read on Medium →AI-Strategy
The Easy Way to Score and Improve AI-Generated Content
A simple, repeatable loop to measure and steadily lift the quality of AI-generated content.
Read on Medium →AI-Strategy
The 5 Levels of AI Automation
A framework for leaders — from basic task automation to fully autonomous, governed systems.
Read on Medium →Market Observation
Everyone's Adopting AI. Few Are Actually Ready.
Most companies rush adoption without the structured data, processes, and infrastructure to scale it.
Read on Medium →AI-Strategy
From Hours to Insights
Turning hours of manual analysis into near-instant, trustworthy insight with the right AI pipeline.
Read on Medium →Editorial focus
What we write about — and what we don’t
Company-level and cross-portfolio only. Deep, single-direction material lives on the BPA, SDLC, and Software portfolio sites.
- AI-StrategyFrameworks and perspective on turning AI into real operating capability.
- Market ObservationWhat’s actually changing — and what’s noise — across AI and software.
- Company NewsAnnouncements, programs, and milestones from EIC.
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