New
NucleusTeq Graph
Transform Observability Into Enterprise Intelligence
Most organizations can detect failures. Few can understand how they spread.
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
The Enterprise Intelligence Gap
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?
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As systems evolve, architecture diagrams become outdated, documentation lags behind reality, and tribal knowledge becomes the primary source of understanding.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
How NucleusTeq Graph Works
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.
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.
DEPLOY ON YOUR PREFERRED PLATFORM
Enterprise Observability. Built on Your Platform.
NucleusTeq Graph (Enterprise Observability) is platform agnostic. We leverage best-in-class native capabilities to deliver unified visibility across your data & Al ecosystem.
ON NuoData
(Spectra)
Enterprise Observability
Across your entire estate, beyond a single cloud.
Unified observability across 100+ sources
Data quality, lineage & governance built in
Al-powered anomaly detection & root cause analysis
Zero-movement federation for complete visibility
Explore on NuoData
On Databricks
(Lakehouse Monitoring)
Enterprise Observability
Native to your lakehouse environment.
Lakehouse Monitoring for pipelines, jobs & clusters
Unity Catalog for governance & lineage
System Tables for usage & performance insights
Mosaic Al Monitoring for models & workloads
Explore on Databricks
On Snowflake
(Horizon Monitoring)
Enterprise Observability
Inside your Snowflake estate.
Horizon Monitoring for performance & reliability
Horizon Catalog for governance & discovery
Cortex Al Observability for Al/ML workloads
Account Usage for cost & consumption insights
Explore on Snowflake
On AWS
(Observability Stack)
Enterprise Observability
Leverage the power of AWS observability services.
Amazon CloudWatch for infrastructure & application monitoring
AWS Glue Data Catalog for metadata & governance
AWS CloudTrail for audit & compliance
Amazon SageMaker Model Monitor for Mobservability
Explore on AWS
Platform Agnostic. Outcome Focused.
One observability layer. Any platform. Complete operational clarity.
Best-fit Architecture
Solution Architecture
& Teams
& BI Tools
Workloads
Insights
Actions
Excellence
Impact
Business Outcomes
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.
