Signal Atlas

Observability Financial Intelligence

Signal Atlas connects to your APM platforms, extracts utilization and cost signals, and transforms them into actionable financial intelligence for negotiations and budget planning.

The Pipeline

From Raw Data to Financial Intelligence

Signal Atlas follows a systematic four-stage process to transform your observability data into negotiation-ready insights.

1

Connect

Securely authenticate with your APM platform using read-only API credentials. Signal Atlas supports AppDynamics, Datadog, Dynatrace, New Relic, Splunk, and ServiceNow out of the box.

2

Extract

We automatically pull host inventories, agent deployments, license allocations, and consumption metrics. No manual data gathering or spreadsheet wrangling required.

3

Analyze

Our engine correlates utilization patterns, identifies cost anomalies, and generates confidence-weighted estimates. Every number is traceable back to its source data.

4

Deliver

Receive executive summaries, detailed audit reports, and vendor-specific negotiation kits. All outputs are designed for immediate use in business conversations.

Outputs

Three Deliverables. Unlimited Value.

Each Signal Atlas analysis produces three distinct outputs, designed for different stakeholders and use cases.

Executive Summary

A single-page overview designed for leadership consumption.

  • • Total observability spend overview
  • • Key utilization metrics
  • • Identified savings opportunities
  • • Recommended next steps

Detailed Audit Report

Comprehensive analysis for technical stakeholders.

  • • Complete host inventory
  • • Agent deployment mapping
  • • License utilization breakdown
  • • Consumption trend analysis
  • • Anomaly detection results

Negotiation Kit

Vendor-specific ammunition for procurement teams.

  • • Vendor-specific talking points
  • • Utilization-based leverage areas
  • • Cost reduction recommendations
  • • Renewal timeline considerations
The Confidence Model

Every Number Tells You How Much to Trust It

Unlike traditional cost analysis tools that present estimates as facts, Signal Atlas includes a confidence score with every data point. You always know exactly how reliable each insight is.

How Confidence is Calculated

  • Data Completeness — How much of the required data was available from your APM platform
  • Temporal Coverage — The time range of data used to generate the estimate
  • Source Reliability — Whether data comes directly from APIs or requires inference

Confidence Score Example

Host Count 98% Confidence

Direct API enumeration

License Utilization 85% Confidence

Calculated from 90-day usage data

Estimated Annual Cost 72% Confidence

Inferred from public pricing + usage

Ready to see Signal Atlas in action?

Start your free 7-day trial. Connect your first data source in under 5 minutes.