Grid / IT Scan

Every IT asset, seen.
Every risk, ranked.

OpenKnowra builds a continuously evolving Estate Twin by combining asset discovery, cloud, application and security signal. Its context-native grid empowers AI agents to discover, reconcile, and act autonomously across the CMDB, application portfolio, cloud, and risk posture.

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Assets Applications Cloud Security Licenses Network Estate Twin one estate · live
See it run

Pick a scan motion. Watch it run.

● real operations, illustrative data
◎ Context intelligence · understands
◫ Grid operating system · acts
01 · GROUNDQUEUED

02 · READQUEUED

03 · DECIDEQUEUED

04 · ASSEMBLEQUEUED

05 · RUNQUEUED

Context intelligence + grid operating system = autonomous operations
Cluster and assembly names are from Spire.AI IT Scan deployments; decision data is illustrative.
Why the IT estate is hard to see

Six tools. Six partial inventories.

Every tool holds one slice of the estate. No system sees the whole estate. Scans rank out of context and wait on someone to stitch the story by hand, and the cost shows up as unknown assets, unranked risk and wasted cloud and licence generic offers.

CMDB
what IT thinks it owns
Cloud console
what is running
Scanners
where the holes are
SAM tools
what is licensed
EA tools
what should exist
Spreadsheets
what no one logged
What the IT Scan grid is

A living twin of your IT estate, and the system that scans it.

IT Scan combines two capabilities into one context spine. The first understands your estate: CMDB, cloud, applications, network, maridentity and licence data as one living estate twin. The second acts on it: asset discovery, cloud, application and risk scanning, autonomously and governed.

Context intelligence understand

It understands your estate

CMDB, cloud accounts, applications, network, identity, vulnerability and licence data resolved into one living estate twin, with provenance on every signal and your own rules built in. Not a copy in a lake, a live model connected to the systems you already run.

Grid operating system act

And it acts on what it finds

IT Scan assemblies, digital workers and AI agents act on that twin to discover and reconcile assets, rank risk, reclaim cloud and licence waste and keep the CMDB true. Humans stay in command on the calls that carry real cost or risk.

IT Scan is not a CMDB, a cloud console, or a vulnerability scanner. Those hold one slice of the estate. IT Scan resolves the whole estate into one twin and ranks the work by business context.

◎ Four levers
01 · Autonomy

02 · Assembly

03 · Context

04 · Governance

The estate, layered

One twin. Seven operating clusters.

The whole IT estate on one twin, opened into Seven clusters, all reading the same resolved estate context.

What the estate gets

Outcomes, not inventories.

Risk ranked by real business exposure

Vulnerabilities scored on CVSS plus asset context, so the critical few surface above the noise.

Cloud and licence waste reclaimed

Idle resources, unused seats and true-up risk surfaced continuously and routed to an owner to action.

A CMDB that is actually true

Discovery reconciled live so the estate of record matches what is running, not what someone typed months ago.

Autonomy you can audit. Routine work runs itself; a person stays on every decision that carries real cost or risk; and the split between the two stays visible end to end.

How the ITS grid opens the IT estate

A grid is not one thing.
It’s the whole function, layered.

This is what separates a grid from a solution. The it estate opens into clusters, each cluster into running assemblies, each assembly composed of the workers, agents and APIs that do the work.

Tier 01

Operational clusters

Seven operating areas. Every part of the function has a home on the twin.the domain, grouped
IT Asset Discovery & CMDB Sync Application Portfolio Rationalization Cloud & Infrastructure Scan Security, Risk & Compliance Scan License & Software Asset Management Data & Integration Landscape Network & Connectivity Scan
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↓ each cluster runs as ↓
Tier 02

Assemblies

Complete functions that run end to end, governed at every step.21 running functions
Continuous Asset Discovery CMDB Reconciliation Dependency Mapping Portfolio Inventory & Usage Redundancy & Overlap Analysis Retirement & Modernization Planning Cloud Resource Inventory Cost & Utilization Optimization Configuration & Drift Scan Vulnerability Correlation Risk Exposure Ranking Compliance Posture +9 more
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↓ each assembly composed of ↓
Tier 03

Workers · Agents · APIs

Workers own the process, agents reason and decide, APIs feed real-time context.28 workers · 39 agents · 37 APIs
Digital workers own the process Agents reason and decide APIs invoke real-time context
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Autonomy an IT and security team can ship

The trace is the decision.

Causal and deterministic

Critical estate changes follow your business rules in order, not a probabilistic guess. A team lead, auditor or regulator can open the chain and see exactly why, down to the source signal.

Humans on the gates

People stay in command on the high-stakes calls: decommissioning assets, retiring applications, remediations that carry offers, account plays and campaign launches.

Proven beyond IT scanning

The same reasoning substrate is formalized in peer-reviewed research for aerospace competency management and runs tier-one banking operations.

Built for scrutiny

Certified to SOC 2 and ISO 27001, with an independent bias audit, and built for the transparency that regimes such as the EU AI Act now require.

See the IT Scan grid

Scan your hardest corner of the estate.

On your CMDB, your cloud, your applications, as the use case. Not a generic demo.

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