Proglia

Blog

Practical AI for operators.

No hype, no research papers. Field notes on what AI automation actually saves, costs, and breaks.

Latest · MVP Playbook

How much does an AI MVP actually cost in 2026?

The honest math behind AI MVP pricing: what drives cost up, what fakes it down, and the questions to ask before you sign anything.

Jun 24, 2026 · 7 min read

All posts

Automation

The 5 workflows every mid-market company should automate first

Across 50+ projects, the same five workflows keep delivering the fastest payback. Start where the ROI is boring and proven.

Jun 10, 2026 · 6 min read

AI Strategy

Build vs. buy: when custom AI beats off-the-shelf tools

Off-the-shelf AI is the right answer more often than agencies admit, and the wrong one in three specific situations.

May 20, 2026 · 6 min read

MVP Playbook

Why AI pilots fail, and the production-slice alternative

Most AI pilots die in the gap between the demo and the workflow. The fix is scoping to production from day one.

Apr 28, 2026 · 5 min read

Automation

What "human-in-the-loop" means for compliance-heavy teams

HITL is how regulated teams get automation's speed without betting the license on a model. But only if the loop is designed, not decorative.

Apr 7, 2026 · 5 min read

One useful AI insight, twice a month.

What we're seeing across 50+ automation and MVP projects. No fluff, unsubscribe anytime.

Unsubscribe anytime. See our privacy policy.