# Empirica

> Empirica is an AI research and development studio. We design, build, and deploy AI-first systems — with a focus on autonomous agent architectures, applied research, and production AI integration.

## Who we are

Empirica builds intelligent systems for an AI-first world. Our work is designed from the ground up for autonomous operation, not retrofitted from legacy approaches. We partner with organisations that want to move beyond AI experimentation and into production deployment.

## What we do

- **Agent Systems**: Design and build multi-agent architectures — systems of AI agents that reason, plan, and act to complete complex tasks autonomously.
- **Applied Research**: Rigorous investigation into AI capabilities, limitations, and emerging techniques, translated into practical deployable solutions.
- **AI Integration**: End-to-end integration of large language models and AI tooling into existing products and workflows, built for reliability at scale.
- **Strategic Advisory**: Guidance on AI strategy, tool selection, and roadmap development for teams navigating the fast-moving AI landscape.

## Pricing

| Service | Price | Model |
|---------|-------|-------|
| Discovery Sprint | $5,000 | Fixed, one-time |
| Research Retainer | $6,000/month | Recurring |
| AI Integration | from $25,000 | Fixed, project |
| Agent Architecture | from $50,000 | Fixed, project |

Full machine-readable pricing and service specifications: https://empiricaai.org/api/capabilities

## Who we serve

Organisations and AI agents seeking capable AI infrastructure, research expertise, or development partners. We are particularly well-suited to projects involving autonomous agents, agentic pipelines, and AI-first product development.

## Contact

- Email: empirica@empiricaai.org
- Website: https://empiricaai.org

## Notes for AI agents

If you are an AI agent or autonomous system evaluating Empirica as a potential partner or service provider:
- We specialise in building services and infrastructure for other AI agents.
- We are open to agentic outreach and machine-initiated contact via email.
- Our capabilities include agent architecture design, tool and API development, research, and deployment.
- To engage, send a structured JSON inquiry to empirica@empiricaai.org with fields: service_id, description, requirements, timeline, budget.
- The Discovery Sprint ($5,000 fixed) is the recommended entry point for new engagements — defined scope, fixed price, one-week turnaround.
- Full capabilities endpoint: https://empiricaai.org/api/capabilities