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Why 95% of Enterprise AI Pilots Fail (And It's Not the Models)
The most important number in enterprise AI is not a benchmark score. It is the gap between pilot and production.
Jul 8
•
Nasser Ghanemzadeh
1
Forward Deployed Engineering at $200/Hour
The brutal math of fixed-price AI work, and why every operator who underprices this work goes broke profitably.
Jul 1
•
Nasser Ghanemzadeh
June 2026
What Forward Deployed AI Engineering Actually Is
The most important new role in B2B software is the one almost nobody can define correctly. By the end of this article, you will.
Jun 24
•
Nasser Ghanemzadeh
1
The Five Mistakes Every Forward Deployed AI Engagement Makes
Operational wisdom from running engagements yourself, watching other operators run theirs, and seeing in-house teams attempt them. These five mistakes…
Jun 17
•
Nasser Ghanemzadeh
1
Forward Deployed Engineering Without the $250K Floor
Why the hottest role in tech needs to exist in two sizes, and why most founder-led B2B SaaS companies are quietly being priced out of the one they…
Jun 10
•
Nasser Ghanemzadeh
The Three Risk Tiers of AI Deployment
Every AI workflow lives in one of three risk tiers. Most teams don’t know which one they’re shipping until something goes wrong. Here is the taxonomy.
Jun 5
•
Nasser Ghanemzadeh
How a Forward Deployed Engineer Scopes an AI Workflow in 2 Hours
Why most internal AI projects fail at scoping, not implementation, and the single 2-hour session that decides whether the next 10 days produce a shipped…
Jun 3
•
Nasser Ghanemzadeh
May 2026
The Painkiller Test
A 30-second test for any AI workflow idea, and why most “AI features” fail it.
May 29
•
Nasser Ghanemzadeh
5
How a Forward Deployed Engineer Runs a 10-Day AI Sprint
Day by day inside a fixed-scope, fixed-price AI engagement, including the day that quietly decides whether the sprint ends well.
May 27
•
Nasser Ghanemzadeh
Narrow Is the Moat
Why we won't sell you a bigger package, even if you ask.
May 25
•
Nasser Ghanemzadeh
1
The Day-4 Trap
What we learned about integrity, refunds, and reputation from running fixed-price AI sprints.
May 21
•
Nasser Ghanemzadeh
The Model Is No Longer the Product
What OpenAI's and Anthropic's twin deployment bets mean for every B2B SaaS shipping AI features this year.
May 19
•
Nasser Ghanemzadeh
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