This flow embodies Spectralia's vision: orchestrating a set of specialized AI agents to transform complex raw data into intelligent business dashboards, generated in real-time in natural language.
The process begins with the automated reading of statistical files from business systems (ERP, financial tools, operational logs, etc.).
A format detection module identifies the structure of each source, applies normalization rules, and generates a unified JSON configuration that will serve as the basis for all subsequent analyses.
On this common base, several isolated micro-agents are triggered in parallel for granular and secure analysis.
Data Extractor, Entity Analyzer, Temporal Analyzer, and Anomaly Detector work in concert. Each agent produces a dedicated analysis JSON that remains partitioned by scope, in accordance with Spectralia's 'micro-agent' model.
A Narrator module aggregates the outputs to produce a narrative synthesis actionable by decision-makers.
This synthesis is then enriched by a Reasoner engine that cross-references analyses, puts weak signals into perspective, and proposes interpretation or action paths aligned with your business use cases.
The results dynamically feed Spectralia's dashboards for immediate visualization.
When a user asks a question in natural language, the platform uses these artifacts to generate a targeted dashboard on the fly, accompanied by a clear and actionable textual interpretation.
This scenario illustrates how Spectralia automatically transforms raw Proxmox logs into a visual report actionable by Ops and business teams.
From the system log stream, the platform extracts key events, aggregates metrics, and identifies activity spikes or weak signals on the infrastructure and storage cluster.
Proxmox infrastructure analysis
Results are delivered as dynamic dashboards: performance summary, alerts to monitor, affected clusters, and key statistics, all updated in near real-time.
A natural language narrative report complements the graphic view and explains the context, possible impacts, and priority attention points to accelerate diagnosis and decision-making.
This flow constitutes a blueprint adaptable to all your digital assets. Whether for financial steering, cybersecurity, or supply chain, Spectralia maintains the same logic: transforming raw complexity into strategic clarity.
Discover how the Spectralia Flow can adapt to your infrastructure and reveal the hidden value of your digital assets.
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