Services Work Who We Serve Insights Schedule a consultation
Insights

Research for owners and operators

Cited, data-backed analysis on growth, software spend, and technology decisions, written for the people who approve the budget.

Modernize Without Stopping the Business

When the core system can’t keep up but the business can’t pause, a full rewrite is the riskiest option. How incremental modernization works, and how to judge a plan before you fund it.

Read the analysis →

Get Senior Technical Judgment Before You Commit the Budget

Before funding a rebuild, a new product, or an AI program, owners and operating leaders need an honest read on what they have and what it will take. What a useful technical assessment answers, and when fractional leadership makes more sense than a full-time hire.

Read the analysis →

Most AI Pilots Never Ship

Depending on how you measure it, between 42% and 95% of enterprise AI efforts stall, get abandoned, or show no financial return. What the research says, and what separates the minority that ship.

Read the analysis →

The Hidden Cost of AI-Generated Code

AI speeds up writing code. Early measurements suggest it can also add defects and rework. What the evidence shows, what it can’t yet prove, and how to protect your codebase.

Read the analysis →

The Cost of Software Bloat

Overlapping subscriptions cost more than the invoices. The hidden costs of a patchwork of tools, how to audit your own, and when consolidating into one system makes sense.

Read the analysis →

Match the Model to the Task

The biggest AI model is rarely the right default. How to test whether a smaller, cheaper model is good enough for a given job, before you commit to a bill that scales with usage.

Read the analysis →
Grow revenue, not overhead.

Tell us what’s holding growth back.

Book a 30-minute consultation. You’ll talk with someone who builds these systems, not a salesperson, and leave with an honest read on the problem, your options, and whether we’re the right fit.