One platform to quantify the stability of every entity in your operational estate — systems, suppliers, vendors, or portfolios — using the data you already collect.

The Console ingests operational metrics from across your organization — whether sourced from IT monitoring tools, procurement systems, supply chain platforms, or ESG reporting frameworks — and applies a deterministic proprietary algorithm to produce a Stability Score for every entity under your oversight. The score is quantitative, auditable, and comparable across domains — whether you're assessing cloud infrastructure, supplier reliability, vendor risk, or regulatory compliance.
Unlike subjective heatmaps or black-box vendor scores, every Stability Score can be traced back to the exact data inputs and configuration that produced it. There is nothing hidden.
Upload your data, select your metrics, and run the engine. In seconds, see a stability landscape showing which segments of your operational environment are strongest and weakest — whether those segments are IT systems, supplier categories, business units, or geographic regions. Four KPI cards give you instant portfolio health. The Bottom 10 table is your immediate action queue.


Build custom charts to investigate correlations, outliers, and distributions within your scored data. Any metric on any axis, grouped by any dimension. Export to PNG or directly to Outlook.
Key outcomes: Ad-hoc analysis • Correlation discovery • Weighting validation • One-click chart export
For each at-risk entity — whether it's a server, a supplier, a business process, or a compliance control — the engine decomposes instability into its contributing factors, identifies the dominant risk driver, and generates a specific remediation recommendation. Your rank-ordered action queue with root-cause attribution.


Type a question in plain English. The AI agent analyses your stability data and responds with a structured briefing: headline assessment, top risks identified, and one clear recommended action. Ask it about your weakest supplier, your most volatile system, or your highest ESG exposure — in natural language. Optional — the Console works fully without it.
Every element is built for the boardroom. R-A-G classification, executive summary narrative, risk architecture donut chart, category drill-downs, and a complete audit trail. Export everything as PNG or directly to Outlook.
Key outcomes: R-A-G board reports • Auto-generated executive summary • Category breakdowns • Full data lineage for audit

The Console is tool-agnostic. It works with any data source that produces structured operational metrics — from cybersecurity platforms and ITSM tools to ERP systems, procurement platforms, and ESG reporting frameworks. If your tool can export a CSV, the Console can score it.








• Ephemeral processing: All data processed in-memory. Nothing persisted to disk.
• Credential-based auth: Dedicated credentials provisioned by Cristo Labs. Multiple accounts per deployment.
• Encryption: TLS 1.2+ everywhere. No external dependencies in air-gapped mode.
• Data minimisation: AI agent receives only aggregated scores, never raw telemetry.
• Annual subscription: Cryptographically signed, time-bound license. No phone-home required.

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