WHY IT WORKS
Why a smaller AI beats a bigger one at your job.
A famous general surgeon is brilliant — but for your knee, you want the specialist who has done that one operation a thousand times. General-purpose AI is the generalist. Your model is the specialist.
SIDE BY SIDE
Generic AI subscription vs. your Lone Star model.
Same technology family. Very different fit for the work that repeats every day.
Knows your documents & terminology
- Generic AI
- No
- Your model
- Yes — trained on them
Output needs heavy editing
- Generic AI
- Usually
- Your model
- Rarely
Cost structure
- Generic AI
- Per seat + usage
- Your model
- One flat monthly
Your data used to improve someone else's product
- Generic AI
- Often
- Your model
- Never
Works on your premises
- Generic AI
- No
- Your model
- Available
Tuned when your business changes
- Generic AI
- No
- Your model
- Yes — we retrain as part of the service
HONEST LIMITS
Where big models still win.
- Creative brainstorming from a blank page.
- Broad general knowledge and trivia.
- One-off questions that have nothing to do with your work.
And that's fine. You're not hiring a trivia champion. You're hiring a specialist for the work that repeats every day.
See the specialist work on your own files.
Two free weeks on real work is a faster answer than any comparison table.