Question 1

What does Lirion build?

Accepted Answer

Lirion builds production-grade AI systems end to end — AI agents, RAG and knowledge systems, and workflow automation. From concept to production.

Question 2

What is the Lirion Model?

Accepted Answer

The Lirion Model is built on three pillars: We Own Execution (Lirion leads planning, architecture, and delivery), Ship Continuously (working AI in production on a regular cadence with async updates), and Milestone-Based Delivery (clear scope boundaries, not hourly billing).

Question 3

Is Lirion a staff augmentation company?

Accepted Answer

No. Lirion provides stable AI delivery teams that own execution end to end — not individual contractors or hourly resources. Delivery is milestone-based with full outcome ownership.

Question 4

How do engagements work?

Accepted Answer

Three ways to work with Lirion: Strategic AI Advisory (for exploring and prioritizing AI opportunities), Fixed-Scope AI Builds (milestone-based pricing), or a Dedicated AI Team (monthly retainer, modular composition). Most clients start with advisory or a fixed-scope build, then scale to a dedicated team.

Knowledge Assistant

Knowledge Assistant