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NucleusTeq Graph

Transform Observability Into Enterprise Intelligence

Most organizations can detect failures. Few can understand how they spread.

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Dashboard

NucleusTeq Graph is an AI-powered Application Dependency Intelligence platform that sits above your existing observability stack and provides real-time understanding of how applications, services, APIs, and business processes are connected.

From code repositories to runtime telemetry, NucleusTeq Graph builds a living dependency graph that helps engineering teams predict impact, accelerate root cause analysis, and prevent cascading outages before they become business disruptions.

See the system

Understand the risk

Act with confidence

Key Benefits

Real-Time Dependency Mapping

Real-Time Dependency Mapping

Change Impact Intelligence

Change Impact Intelligence

AI-Powered System Learning

AI-Powered System Learning

Failure Propagation Modeling

Failure Propagation Modeling

Blast Radius Analysis

Blast Radius Analysis

Faster Root Cause Analysis

Faster Root Cause Analysis

The Enterprise Intelligence Gap

Enterprises Have More Data Than Ever.
Yet Less System Understanding.

Enterprises Have More Data Than Ever.
Yet Less System Understanding.

Organizations have invested heavily in observability platforms, monitoring tools, and telemetry pipelines. These platforms generate millions of logs, traces, metrics, and alerts every day. But when a critical incident occurs, engineering teams still struggle to answer fundamental questions:

Organizations have invested heavily in observability platforms, monitoring tools, and telemetry pipelines. These platforms generate millions of logs, traces, metrics, and alerts every day. But when a critical incident occurs, engineering teams still struggle to answer fundamental questions:

01 Where did the failure originate?

02 Which downstream systems are impacted?

03 How far will the outage spread?

04 What business services are at risk?

05 Which customers will be affected?

06 What happens if we deploy this change?

This disconnect between visibility and understanding creates what we call:

This disconnect between visibility and understanding creates what we call:

The missing layer isn't more monitoring. It's system intelligence.

The missing layer isn't more monitoring. It's system intelligence.

As systems evolve, architecture diagrams go stale, documentation lags reality, and tribal knowledge becomes the primary source of truth. The result is operational uncertainty.

As systems evolve, architecture diagrams go stale, documentation lags reality, and tribal knowledge becomes the primary source of truth. The result is operational uncertainty.

Complexity at Scale

Modern software is too complex to understand manually

Today's enterprise applications run on highly distributed architectures — and every layer adds hidden risk.

Enterprise Reality

Hundreds of microservices

Thousands of code dependencies

Multi-cloud environments

Distributed data pipelines

Rapid release cycles

Impact

Hidden service interactions

Unknown failure paths

Fragmented visibility

Ownership challenges

Increased deployment risk

As systems evolve, architecture diagrams become outdated, documentation lags behind reality, and tribal knowledge becomes the primary source of understanding.

Why traditional observability isn't enough

Great at detecting symptoms.
Never designed to understand behavior.

Today's enterprise applications run on highly distributed architectures — and every layer adds hidden risk.

Observability platforms do well

Detect performance anomalies

Generate alerts

Collect logs, metrics, and traces

Identify when something broke

Surface symptoms

What they cannot answer

Understand system architecture

Reveal hidden dependencies

Predict cascading failures

Explain why it broke

Quantify change impact

Organizations don't need more dashboards. They need intelligence.

Introducing Application Dependency Intelligence

The intelligence layer above your observability stack

The intelligence layer above your observability stack

NucleusTeq Graph doesn't replace your monitoring investments it enhances them. It converts existing telemetry into actionable system intelligence by combining code analysis, runtime signals, and AI-driven learning into a continuously evolving understanding of your architecture.

NucleusTeq Graph doesn't replace your monitoring investments it enhances them. It converts existing telemetry into actionable system intelligence by combining code analysis, runtime signals, and AI-driven learning into a continuously evolving understanding of your architecture.

Works with what you already run:

Works with what you already run:

Datadog

Datadog

Dynatrace

Dynatrace

Splunk

Splunk

OpenTelemetry

OpenTelemetry

+ more

+ more

Maps dependencies automatically

Discovers relationships across services, APIs, databases, and infrastructure by combining code-level analysis with runtime behavior.

Maps dependencies automatically

Discovers relationships across services, APIs, databases, and infrastructure by combining code-level analysis with runtime behavior.

Instant blast radius analysis

When something breaks, immediately see the affected applications, services, users, and business processes.

Instant blast radius analysis

When something breaks, immediately see the affected applications, services, users, and business processes.

Uncovers hidden relationships

Reveals dependencies that were never documented, modeled, or captured in any architecture diagram.

Uncovers hidden relationships

Reveals dependencies that were never documented, modeled, or captured in any architecture diagram.

Change impact intelligence

Know exactly what systems, services, and workflows are affected before code ever reaches production.

Change impact intelligence

Know exactly what systems, services, and workflows are affected before code ever reaches production.

Models failure propagation

Understands how outages spread across interconnected systems and identifies cascade paths before they become incidents.

Models failure propagation

Understands how outages spread across interconnected systems and identifies cascade paths before they become incidents.

Codebase intelligence

Analyze source code and repositories to identify structural dependencies, service relationships, API calls, and integration points.

Codebase intelligence

Analyze source code and repositories to identify structural dependencies, service relationships, API calls, and integration points.

Runtime correlation

Continuously ingest logs, traces, metrics, and telemetry to validate and enrich dependencies with real-world behavior.

Runtime correlation

Continuously ingest logs, traces, metrics, and telemetry to validate and enrich dependencies with real-world behavior.

AI pattern learning

Use advanced LLMs and machine learning to identify recurring operational patterns, failure signatures, and risk indicators.

AI pattern learning

Use advanced LLMs and machine learning to identify recurring operational patterns, failure signatures, and risk indicators.

Live dependency graph

Generate a continuously updated, enterprise-wide graph that reflects how systems actually behave in production.

Live dependency graph

Generate a continuously updated, enterprise-wide graph that reflects how systems actually behave in production.

How NucleusTeq Graph Works

From source code to a living graph

From source code to a living graph

Four layers that compound reflecting how your systems actually operate, not how they were originally designed.

Four layers that compound reflecting how your systems actually operate, not how they were originally designed.

From Monitoring to Predictive Intelligence

The shift in how teams operate

Four layers that compound reflecting how your systems actually operate, not how they were originally designed.

Before NucleusTeq Graph

Reactive incident response

Manual dependency discovery

Slow root cause analysis

High-risk deployments

Multi-team war rooms

With NucleusTeq Graph

Predictive risk awareness

Automated dependency intelligence

Faster issue resolution

Confident change management

Reduced outage impact

Mitigating Business Risk

How small failures become major outages

A seemingly minor service slowdown can silently propagate through interconnected systems. Without visibility into dependency chains, teams spend hours finding the root cause. With NucleusTeq Graph, the entire cascade path becomes visible in seconds.

Teams instantly understand where the failure started, how it's spreading, what's affected, which business capabilities are at risk, and what to prioritize.

The difference is measured in minutes instead of hours.

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Cascade traced in seconds — not hours of war-room triage.
Business Impact

What changes for your organization

Accelerate incident resolution

Cut the time spent identifying root causes and dependency chains during critical incidents.

Improve deployment confidence

Understand downstream impact before releasing code into production.

Reduce operational risk

Detect potential cascade paths before they trigger large-scale outages.

Enhance engineering productivity

Eliminate manual dependency mapping and architecture discovery exercises.

Increase system resilience

Enable proactive decision-making through continuous system intelligence.

Strengthen executive visibility

Give leadership a clear view of technology risk through a business-impact lens.

Designed for Enterprise Teams

Built for everyone who owns the system

Engineering leaders

Gain architecture visibility across distributed systems.

Platform engineering

Improve reliability and operational efficiency.

SRE & operations

Accelerate troubleshooting and incident response.

Enterprise architects

Maintain an accurate, living view of system dependencies.

CIOs & Technology Executives

Understand technology risk through a business-impact lens.

Why Now

The next evolution beyond observability

Every major advance in IT operations has been driven by increased visibility. Organizations no longer need more telemetry — they need to understand how systems behave, how failures propagate, and how technology impacts business outcomes.

Era 01

Infrastructure Monitoring

Era 02

Application Monitoring

Era 03

Observability

Emerging now

System Intelligence

NucleusTeq Graph is helping define this new category — Application Dependency Intelligence. The future of enterprise operations isn't just observing systems. It's understanding them.

Stop reacting to symptoms.
Start understanding your systems.

Stop reacting to symptoms.
Start understanding your systems.

NucleusTeq Graph helps enterprises move beyond monitoring toward predictive operational intelligence.

NucleusTeq Graph helps enterprises move beyond monitoring toward predictive operational intelligence.

Discover hidden dependencies. Predict impact. Reduce risk.

Discover hidden dependencies. Predict impact. Reduce risk.