Observability and Reporting

AI-native observability and reporting

Unframe’s AI-powered observability and reporting solutions consolidate enterprise metrics and business signals, apply intelligent anomaly detection, and deliver plain-language insights that leaders can use with confidence.

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The challenge of delivering insights at enterprise scale

For enterprises competing in volatile markets, this is more than an operational headache. It’s a barrier to agility, resilience, and sustained advantage that traditional enterprise search software cannot solve.

Fragmented Metrics
Revenue, cost, risk, and performance data live in disconnected systems

Opaque Dashboards
Numbers without narrative, context, or insight

Slow Integration
Adding new integration sources takes months

Business outcomes

Observability & reporting in action

Unify enterprise performance data

Unify metrics, logs, and business events into a trusted observability layer.

Connect and correlate across ERP, CRM & line-of-business systems

Standardize and reconcile data with built-in integrity checks

Create a single view of performance everyone can trust

Detect anomalies that matter

Apply context-aware anomaly detection to filter noise and flag issues tied to business impact.

Reduce false positives with multivariate, adaptive models

Highlight anomalies that affect revenue, cost, or risk

Cut through noise to accelerate root-cause investigation

Make insights decision-ready

Generate clear narratives, contextual insights and audit-ready reports, delivered where teams already work.

Provide plain-language explanations with traceability to source

Automatically generate reports in the exact templates and formats your business runs on

Push insights into Slack, Teams, or Email with full governance and human-in-the-loop validation

Fits your stack

Runs on anything. Integrates with everything.

Unlimited integrations. Choose your LLMs. Choose your infrastructure. Deploy on-prem, on private cloud, or wherever your policies require. We adapt to you, not the other way around.

See popular integrations