Generic, oversized cloud AI models are often inefficient, expensive, and a nightmare for data privacy. At Boudica, we’re shifting the focus from “Research AI” to “Engineering AI” with the Boudica Torc engine.
Our mission is simple: provide your organization with domain-specific models that are precisely tailored to your actual business needs.
The Problem With The Cloud
Mainstream AI solutions often introduce more friction than they solve:
- Privacy Risks: Sending sensitive data to third-party clouds creates massive compliance and security challenges.
- Spiraling Costs: Subscription and usage-based models (OpEx) make it nearly impossible to forecast long-term budgets.
- Performance Lags: Network dependency leads to high latency and systems that stop working if the internet goes down.
The Boudica Torc Solution: Native C++ Performance
Boudica Torc is built on a “Zero-Bloat” C++ stack. By compiling to a single binary with minimal dependencies, we offer an “Edge Native” deployment.
- Data Sovereignty: Your data stays on your servers. Period.
- Blistering Speed: By running on your local network bus, we deliver sub-100ms response times.
- Simplified Tech: No complex containers or microservices—just a single binary that’s easy to manage.
Choosing The Right Tool For The Job
Why use a massive model for a simple task? Boudica enables a fleet of specialized models matched to your specific requirements. The following table gives a simplified view of our three most common model types:
| 1B (Automation) | Real-time PII sanitization & data extraction. | Native C++ PiiSanitizer for deterministic low latency. |
|---|---|---|
| 3B (Generalist) | Internal HR/IT helpdesks & report generation. | Hybrid RAG and parameter-efficient fine-tuning (LoRA). |
| 5B (Analyst) | Legal contract analysis & deep reasoning. | FactualityEnhancer to flag hallucinations with click-to-verify citations. |
To learn more, read the full White Paper on Right Sized Models.