A language model fine-tuned for one job: understanding how a company works and designing the AI system that fits it best.
Every analysis runs through four stages. Each stage produces structured output that feeds the next.
Secure connectors read documents, databases, tickets and process descriptions. Sensitive fields are masked at the source.
The fine-tuned model builds a map of your processes, data flows, volumes and the decisions people make every day.
It matches your needs to proven AI architectures and simulates cost, latency and accuracy for each option.
After deployment, live metrics flow back into the engine, which recommends tuning, retraining or a cheaper model.
General-purpose chatbots can describe AI. Ruolus is trained to decide. Our model is fine-tuned on a curated body of AI architecture patterns, industry workflows and real-world performance and cost benchmarks of models and infrastructure.
The result is an advisor that asks the right questions, understands trade-offs and gives you recommendations you can defend in front of your CTO and your CFO.
Turns scattered documents and interviews into a clear map of workflows and decision points.
Measures the quality, volume and accessibility of your data for each candidate use case.
Compares open-source and commercial models, from classic ML to LLMs, for your exact task.
Produces a full system design covering data layer, models, APIs, infrastructure and integrations.
Forecasts monthly spend and response times before you write a single line of code.
Watches live performance and suggests retraining, prompt changes or model swaps as you grow.
A simplified excerpt of a Ruolus report for a fictional mid-sized logistics company.
Ruolus balances these metrics for each recommendation and keeps tracking them after launch.
Measured on your own tasks and data with a custom test set, not on generic benchmarks.
Response times that match how the system is used, from real-time chat to overnight batch jobs.
Total cost per request and per month, including models, infrastructure and maintenance.
Guardrails, fallbacks and human review where mistakes would be costly.
Model-agnostic and cloud-agnostic. We use what fits your problem best.
Ruolus is designed for companies that take privacy seriously.
| Data handling | Encrypted in transit and at rest. Your data is never used to train models for other customers. |
|---|---|
| Deployment options | Ruolus cloud, your private cloud, or fully on-premise for regulated industries. |
| Integrations | Databases, data warehouses, CRM and ERP systems, document stores, ticketing tools and REST APIs. |
| Model-agnostic | We recommend what fits best, whether open-source, commercial API or custom-trained, with no vendor lock-in. |
| Compliance | Built with GDPR and KVKK requirements in mind, with role-based access and full audit logs. |
Book a walkthrough and we'll run a sample analysis on a real scenario from your industry.
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