Custom Model Training
Train models from scratch on your institutional data. Random forests, neural networks, LLMs — whatever architecture fits your problem. Your data, your model, your weights.
Fine-Tuning
Take state-of-the-art foundation models and fine-tune them on your institution's data. Get the best of both worlds — general intelligence shaped by your specific context.
World Model
When Ghost captures enough of your institution, it becomes a world model — a complete representation that Superintelligence reasons over. The longer you use it, the deeper the model.
Compounding Intelligence
Institutional Intelligence
Every decision made, every operation executed, every state change recorded — it all feeds back into the Superintelligence. The model doesn't just learn your data. It learns your institution's behavior, patterns, and judgment.
Ghost → World Model → Superintelligence → Better Decisions → Richer Ghost
Adaptive
Continuous Learning
The Superintelligence doesn't stop training at deployment. Every interaction, correction, and outcome refines the model. It gets smarter every day your institution operates.
Future-Proof
Technology Advancement
As AI models advance, so does your Superintelligence. Swap in new architectures, retrain on improved foundations, and inherit breakthroughs — without losing institutional context.
Three paths to institutional intelligence
Train from scratch, fine-tune existing models, or configure existing models with custom pipelines. Choose the approach that fits your maturity level and data scale.
Random forests, neural nets, LLMs
Full architecture control
Your data, your weights
Start with foundation models
Domain-specific adaptation
Faster time to value
Use existing models as-is
Custom prompts and pipelines
RAG over institutional data
Intelligence that compounds
The longer your institution runs on Rebel, the more powerful your Superintelligence becomes. Every decision, operation, and outcome enriches the world model.
Models trained on your institution's unique decision history
Predictions improve as the Ghost digital twin deepens
Anomaly detection tuned to your operational baseline
Scenario simulation grounded in institutional reality
Full model governance — audit trail, versioning, rollback