AI CORRELATION FABRIC

See Every Layer Of Your Stack Stop Working In Silos

Every tool sees its slice. Nobody sees the system. We see the whole.

Now You Can

Constellation isn’t another monitoring tool. It’s a runtime system — correlating every relationship, certifying every source, and validating behaviour continuously. Not after the outage.

PRE-CORRELATION

Real-Time Data Joining

Correlate data across network, compute, and application layers the moment it arrives. No manual joins. No brittle ETL.

BLAST RADIUS

Impact Intelligence

Before you act, know what breaks. Map the downstream impact of any infrastructure change across your entire topology — applications, VMs, hosts, and network segments.

DEPENDENCY MAPPING

Change Management Confidence

Which applications traverse this switch? Which VMs live on this host? Which services depend on this VLAN? Answer those questions before the change, not after.

EFFICIENCY

Radical Token Reduction

Pre-correlated context means smaller, richer payloads to your models. Faster inference. Lower cost. Higher accuracy.

PROVENANCE

Full-Stack Traceability

Every entity carries its full change history. From physical switch port to application backend. ADD, UPDATE, DELETE — all captured in an immutable journal, queryable at any point in time.

CERTIFICATION

Data Trust at Scale

Continuously verify the freshness, completeness, and fitness of your topology data. Gate decisions on certified inputs — not stale snapshots from a 4-hour polling cycle.

ANOMALY DETECTION

Baseline & Deviation

Surface anomalies the moment they emerge against learned baselines — not after the damage is done. Continuous streaming detection across every layer simultaneously.

10–20x

Token reduction via pre-correlation

Full-stack

Provenance tracing, port to app

Real-time

Streaming correlation engine

Monitoring tools tell you something is wrong. The AI Correlation Fabric tells you why, what it touched, and what breaks next.

Where It's Working. Right Now

You’re not just mapping the network — you’re making every infrastructure decision predictable and controllable.

AUDIT & COMPLIANCE

Prove Your Environment — At Any Point in Time

No re-running discovery. No trusting someone’s memory. No reconciling spreadsheets. Immutable snapshots. Time-travel queries. What was connected to what, and what changed — with evidence, not estimates.

INTELLIGENT MAINTENANCE

Stop Maintaining on a Calendar. Start Maintaining on Impact.

Correlate topology, services, and dependencies to model the business-level impact of upgrading switches, retiring routers, or patching firewalls — before you touch anything. Maintenance becomes a strategic decision, not a scheduled disruption.

PREDICTIVE CONTROL

Know Exactly What Breaks — and What's Safe to Change

Map the blast radius of any failure or change across the entire environment. Quantify risk before an outage, not after a post-mortem. Full scope control means you act with confidence, not hope.

Move from reactive firefighting to predictive control — know what you have, prove what changed, and predict what happens next.

WHERE IT SITS

The Intelligence Layer
Between Data and Decisions

Every layer generates data. The AI Correlation Fabric ingests all of it — network, compute, application — correlates it in real time, and delivers certified, connected context to your engineers and AI.

AI ASSURANCE

Governed, secure, auditable

DATA + MODELS + AGENTS

Grounded in your data

COMPUTE FOUNDATION

Cloud, datacenter, edge

AI OPERATIONS AI CORRELATION FABRIC

Correlated. Certified. Ready for decisions.

  • Ingests from every layer — network, compute, application
  • Pre-correlates before it reaches your engineers or AI
  • Certifies freshness, completeness, and provenance
  • Delivers one connected topology — not three dashboards
BETTER TOGETHER

AI Correlation Fabric + AI Assurance
The Complete Picture

The AI Correlation Fabric knows what to trust. Correlation Fabric finds the problem fast. AI Assurance makes sure the fix is safe. Together, you get speed and trust.

AI CORRELATION FABRIC

Manages what data is trustworthy and connected

Pre-correlation, provenance tracing, blast radius analysis, data certification, and token-optimised context delivery.

AI ASSURANCE

Manages what runs, where, and when

 

Agent lifecycle, task routing, sandboxed execution, GPU scheduling, health monitoring, and state persistence.

Explore AI Assurance →

See Your Entire Topology
Before Your Next Incident Does

30 minutes. We’ll show you what your infrastructure already knows — and what your current tools are missing.

Request a demo →
  • Solutions

    ONSTAK SERVICES

    AI & Agents

    Data Platform Engineering

    Application Modernization

    Infrastructure Modernization

    AI Video Analytics

    Digital Resilience

    ONSTAK PLATFORM 

    AI Correlation Fabric

    AI Assurance

    Fluent In Strategy Native In Engineering

    Concept to delivery. Everywhere. Every time.

    AI experimentation to AI ROI. Fearlessly.

    Move fast. Value first. Foundations that replicate.

    COFFEE? no slides

    No pitch deck. No 47-page proposal. Just a straight talk about what’s broken and what to fix first.

    Let's talk →
  • Debrief
  • About Us
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