REANA
Reproducible scientific workflows — under evaluation for repeatable, re-runnable analyses.
Under evaluation · not integrated
AI RESEARCH & ENGINEERING LABORATORY
ACTIVE ENGINEERING · NOT DEPLOYED
AUREX-OX — Sovereign AI Research & Engineering Laboratory
AUREX-OX is VALEXII.AI's specialized AI development environment for evaluating, adapting, optimizing and validating AI systems.
Our objective is to engineer AI solutions tailored to the operational requirements of individual companies and industries. DISPATER.AI is the laboratory's industrial audit and monitoring application.
Core capabilities / In development
What the laboratory is being built to do.
These capabilities are proposed and planned. Architecture and contracts are defined; implementation is underway and none of this is a deployed enterprise service.
Foundation model benchmarking
Proposed / planned
Model comparison and independent evaluation
Proposed / planned
Enterprise-specific AI customization
Proposed / planned
Retrieval-augmented generation (RAG)
Proposed / planned
Parameter-efficient fine-tuning, including LoRA
Proposed / planned
Quantization and inference optimization
Proposed / planned
Scientific reproducibility and evidence provenance
Proposed / planned
Secure customer-specific model deployment
Proposed / planned
Continuous performance and reliability monitoring
Proposed / planned
Versioned model registry and rollback controls
Proposed / planned
Scientific reproducibility & verification / External tools under evaluation
Learning from scientific computing.
We are investigating established scientific-computing technologies as design input for reproducibility and provenance. These are external technologies under evaluation — not existing production integrations, and no affiliation is claimed.
Rucio
Large-scale data management — under evaluation for organizing research datasets.
Under evaluation · not integrated
ROOT
Scientific mathematics and statistical analysis — under evaluation for rigorous result checking.
Under evaluation · not integrated
InvenioRDM
Research records and provenance — under evaluation for traceable research outputs.
Under evaluation · not integrated
Enterprise model customization / Planned customer journey
Custom AI solutions for industry.
The customization approach depends on customer requirements, data rights, licenses and demonstrated benchmark performance. No customer models are being trained today.
Business Requirements
Model Selection
Private Data Preparation
Baseline Evaluation
Customization
Independent Testing
Customer Approval
Deployment
Monitoring
Possible customer solutions
- Oilfield operations intelligence
- Industrial financial auditing
- Equipment and maintenance analysis
- Contract and invoice interpretation
- Internal knowledge assistants
- Operational anomaly detection
- Industry-specific document processing
Customer approval and independent testing precede any deployment in this plan. A planned journey is not a delivered service.
Evidence → Qualification → Reality → Authority → Effect
A laboratory that knows what it has not proven.
Model candidates start as research candidates and advance only on evidence. External paid inference is off, uncontrolled training is disabled, and production release remains on HOLD.
The system may never be its own sole witness.
XAELI is a governed assistant intended to explain findings using supporting evidence, qualification and uncertainty. Private-Qwen live integration: IN VERIFICATION — not yet verified. No model explanation grants financial or production authority.