Your IT estate has seven tools that do not talk to each other.
The average enterprise IT team runs 6–8 separate monitoring, ITSM, CMDB, SIEM, and FinOps tools. Each has its own agent, its own dashboard, its own data model, and its own licence bill.
When an incident happens, an engineer must correlate alerts across four systems and a spreadsheet — manually — before they can even start diagnosing.
AAQUILIX AI Discovery eliminates this entirely.
Everything your IT estate needs to see itself — and fix itself.
Discovery ships as a single on-premises deployment. One Helm chart. One licence. Nine capabilities active from day one.
CMDB
Built-in · Auto-populatedAlways-current configuration management database. ML-driven asset discovery populates and maintains every relationship and dependency automatically.
Monitoring
Built-in · Real-timeMetrics, logs, and traces across servers, databases, applications, network, and cloud — all on the same asset graph as your CMDB.
Asset Discovery
Built-in · ML-poweredContinuous ML-driven discovery of every asset across hybrid infrastructure. Identifies unmanaged and shadow IT assets your team did not know existed.
ITSM
Built-in · Native workflowsIncident, problem, change, and request management — natively integrated. Tickets created, enriched with asset context, and closed automatically.
SIEM
Built-in · On the same graphSecurity event correlation running on the same asset and topology graph as your monitoring and CMDB. No data copy, no cross-tool correlation.
Remediation
Built-in · Policy-governedAutomated fix actions with rollback capability. Every action policy-governed, explainable, and recorded in an immutable audit trail.
Capacity Forecast
Built-in · AI-poweredAI-driven utilisation trending and resource exhaustion prediction. Know which server, database, or storage volume will run out of capacity — before it does.
On-Premises FinOps
Built-inA FinOps layer built for on-premises infrastructure. Calculate the real INR/USD cost of every server, database, and network device. Identify and eliminate waste automatically.
Cloud FinOps
Built-in · AWS · Azure · GCPMulti-cloud cost management running entirely on-premises. AWS, Azure, and GCP billing data pulled via API, stored and processed locally. Data never leaves your premises.
All nine capabilities share one data model — the same asset graph powers your CMDB, Monitoring, SIEM, ITSM, Remediation, and FinOps simultaneously. No data copies. No integration tax. No sync lag.
One platform beats seven licences. Every time.
| Capability | Datadog | ServiceNow | Splunk | ManageEngine | SolarWinds | AAQUILIX Discovery |
|---|---|---|---|---|---|---|
| Asset Discovery & CMDB | Partial | Supported | Not supported | Partial | Partial | Supported |
| Infrastructure Monitoring | Supported | Not supported | Not supported | Supported | Supported | Supported |
| Native ITSM | Not supported | Supported | Not supported | Partial | Not supported | Supported |
| SIEM / security correlation | Not supported | Not supported | Supported | Not supported | Not supported | Supported |
| Automated remediation | Not supported | Partial | Not supported | Partial | Not supported | Supported |
| Capacity forecasting (AI) | Partial | Not supported | Not supported | Not supported | Partial | Supported |
| On-prem FinOps | Not supported | Not supported | Not supported | Not supported | Not supported | SupportedWorld's first |
| Cloud FinOps (on-prem run) | Not supported | Not supported | Not supported | Not supported | Not supported | SupportedOnly on-prem |
| Sovereign / air-gapped | Not supported | Not supported | Partial | Partial | Partial | Supported |
| Shared asset graph | Not supported | Not supported | Not supported | Not supported | Not supported | Supported |
| Single licence / no agents | Not supported | Not supported | Not supported | Not supported | Not supported | Supported |
| RBI / MAS / FCA aligned | Not supported | Partial | Not supported | Not supported | Not supported | Supported |
| Capabilities covered | 1/12 | 2/12 | 1/12 | 1/12 | 1/12 | 12/12 |
Datadog, ServiceNow, Splunk, ManageEngine, and SolarWinds are registered trademarks of their respective owners. AAQUILIX AI is not affiliated with, endorsed by, or sponsored by any of them. Comparison reflects each product’s core offering as described in publicly available product documentation, September 2026; capabilities may be available through add-ons, acquisitions, or partner integrations not reflected here.
One shared asset graph. Everything connected.
A FinOps layer built for on-premises infrastructure.
Existing FinOps tooling is designed for public cloud. It cannot tell you what your Dell server, Oracle database, or on-premises storage array costs per business unit, per application, or per day.
AAQUILIX AI Discovery does. Built into the platform. No extra licence. No separate tool. Just an answer to the question every CIO asks: “What does our IT estate actually cost to run?”
Illustrative figures — not a customer deployment.
Data never leaves your data centre.
AAQUILIX AI Discovery is deployed entirely on-premises using Kubernetes (K3s or enterprise K8s). Every capability — monitoring, SIEM, remediation, FinOps, AI inference — runs inside your network. No mandatory cloud connectivity. No telemetry to external servers.
On-Premises
The full platform inside your own data centre, on your own Kubernetes.
Hybrid
AWS, Azure and GCP estates monitored from an on-premises control plane.
Air-Gapped
No outbound path of any kind. Updates delivered as signed offline bundles.
We replaced three separate tools and a manual CMDB spreadsheet with AAQUILIX Discovery in eight weeks. One platform, one dashboard, one audit trail for every RBI compliance review.
The Capacity Forecast module predicted our PACS storage exhaustion 48 days before it would have caused a clinical outage. Nothing in our previous toolset could have caught that.
Fully air-gapped deployment. No data leaves our network. The FinOps module showed us we were paying for 34% idle compute capacity — visible for the first time in seven years.