Solis is liveExplore$1M seed memo
New launch: SolisSolis is live, mission control for ambitious AI teams.Explore Solis
$1M seed round closedSunray Labs AI has raised $1 million in first-round seed funding.Read the memo
Research
Intelligence architecture.Published, not hidden.
Technical blueprints, economic theses and architecture decision records from building production AI systems. The engineering behind how we deliver.
- 3
- Papers published
- 3
- Research areas
- Open
- Read online, free
- Applied
- Written from production use
Index
All publications.
01
Autonomous Agents
Jan 2026
Autonomous Agent Orchestration in Enterprise Workflows
A framework for deploying multi-agent systems in regulated enterprise environments with human-in-the-loop checkpoints and auditable state transitions.
Sunray Labs AI Research
02
AI Infrastructure
Jan 2026
Retrieval-Augmented Generation at Scale: Lessons from Production
Engineering lessons from operating RAG pipelines serving millions of queries, chunking strategies, hybrid search, and evaluation at scale.
Sunray Labs AI Research
03
LLM Engineering
Dec 2025
LLM Routing for Cost-Quality Optimization in Enterprise AI
How to route requests across multiple LLM providers based on task complexity, latency requirements, and cost constraints.
Sunray Labs AI Research