WHAT IS BRIGHT RUN?
Bright Run is a private AI platform that transforms unstructured business knowledge into custom-trained AI models. Upload your proprietary documents, generate structured training data, fine-tune private models with LoRA adapters, and deploy on SOC-compliant infrastructure — all without your data ever leaving your security boundary.
THE CORE PROBLEM
Small business owners and knowledge teams lack the technical expertise to transform their proprietary knowledge into AI training data. Public AI tools require feeding your data into shared models, eroding your competitive advantage. Most private AI solutions require dedicated ML engineering teams that small and mid-sized businesses simply don't have.
HOW BRIGHT RUN SOLVES IT
Bright Run provides a guided process that transforms raw expertise into structured, categorized data ready for AI training. No ML engineering required. Upload documents, review auto-generated training pairs, fine-tune your private model, and deploy it for your team — all through an intuitive interface designed for knowledge workers, not data scientists.
KEY PRINCIPLES
- Human-centered, not technical
Designed for knowledge workers who understand their domain — not engineers who understand ML pipelines.
- Wisdom over facts
Captures institutional knowledge, methodologies, and frameworks — the expertise that makes your team valuable.
- Privacy by design
Your data never leaves your security boundary. Zero third-party training. SOC-compliant infrastructure.
- Reduced friction
From document upload to deployed model in hours, not months. Iterative refinement built into the workflow.
PLATFORM CAPABILITIES
DOCUMENT PROCESSING
Upload PDF, DOCX, TXT, and MD files up to 100MB. Automatic text extraction, chunking, and embedding generation.
KNOWLEDGE SEARCH (RAG)
Semantic search across your entire document library. Retrieval-augmented generation for accurate, source-cited answers.
CUSTOM MODEL TRAINING
Fine-tune private LoRA adapters with your proprietary knowledge. Iterative training cycles measured in hours, not weeks.
SECURE EMPLOYEE CHAT
Team members query your private model through a secure chat interface. All interactions stay within your security boundary.