Fixed-Scope AI Build
Ship a production-ready capability, then decide what's next.
A well-defined AI system build with clear milestones and a defined outcome. Lirion leads architecture, implementation, and delivery — milestone-based pricing, no hourly billing.
CAPABILITIES
Clear Scope & Milestones
Every build starts with a defined scope, concrete milestones, and a known outcome — no open-ended timelines.
Senior-Only Engineering
3–5 senior engineers build your system. No juniors, no learning curves — experienced practitioners who ship production AI.
Milestone-Based Delivery
Production-ready increments every sprint. You see working AI in production on a regular cadence.
Full Outcome Ownership
You own everything we build. Production systems deployed to your infrastructure, not prototypes or dashboards.
Duration
2–4 months
Team
3–5 senior engineers
Delivery
Milestone-based sprints
Pricing
Milestone-based
What we build
AI agents and multi-agent systems
RAG and knowledge retrieval systems
AI workflow automation pipelines
Natural language interfaces for enterprise data
Content generation and review systems
Who it's for
Teams ready to ship a specific AI capability
Organizations with a clear use case and data access
Product teams that need production AI, not prototypes