For Business
Fine-tuning + RAG knowledge architecture
Your company has decades of knowledge.
Now it works for your AI.
Not everything should go into an LLM. We separate knowledge by type — what shapes behavior (fine-tuning) vs what demands accuracy (RAG). Your brand voice and reasoning patterns become part of the model. Your facts, policies, and documentation become retrievable, verifiable knowledge.
Without sending a single byte to the cloud.
Service Packages
SMB Starter
$1,500For small teams. Up to 10,000 documents.
- Knowledge audit: what goes to fine-tuning vs RAG
- Brand voice fine-tuning (200-500 samples)
- RAG knowledge base setup
- 2-hour team training session
- 30-day support
Team Package
$3,000For growing teams. Up to 50,000 documents.
- Everything in SMB Starter
- Deep brand voice training (1,000+ samples)
- Advanced RAG with source verification
- API integration support
- 4-hour team training session
- 90-day support
Enterprise
CustomFor organizations with complex needs.
- Unlimited documents
- Hybrid architecture: fine-tuning + RAG
- On-site workshops
- Dedicated account manager
- Monthly retainer available
Additional Services
Knowledge Architecture
$2,500-5,000Strategic separation of your knowledge: what shapes behavior (fine-tuning) vs what demands accuracy (RAG). For businesses with complex documentation.
- • Comprehensive knowledge audit
- • Fine-tuning vs RAG classification
- • Knowledge graph development
- • Custom pipelines for each knowledge type
Hybrid Deployment
$2,000-4,000Deploy your fine-tuned model alongside your RAG knowledge base. API setup, testing, and production deployment with proper routing.
- • API development and documentation
- • Fine-tuning + RAG workflow routing
- • Testing and validation
- • Production deployment support
Ready to Build Your Company AI?
Let us map your knowledge: what should shape behavior, what should remain factual and traceable. Custom proposals tailored to your organization.
Schedule a Discovery Call