Working prototype · Enterprise observability

See Issues Before Users Feel Them.

AI-powered endpoint and VDI observability for large-scale enterprise environments. Detect degradation earlier, understand root cause faster and improve the digital employee experience.

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✓ Endpoint & VDI telemetry ✓ Proactive issue detection ✓ AI-assisted root cause
Endpoint Health Overview
LIVE
Overall health
94
Excellent+7.2% this week
Active endpoints
2,184
↑ 3.8%
VDI sessions
1,327
98.7% available
Experience trend
Stable performance
Experience score
Emerging signals
AI prioritized
3
Logon time degradationPool: Finance-VDI · 19 devices
High
Memory pressure patternApplication: Outlook · 42 devices
Med
Version drift detectedAgent mismatch · 11 devices
Low
Process impact
Top resource consumers
08:0012:0016:00Now
The challenge

Enterprise IT learns about problems after users already feel them.

Endpoint and VDI signals are fragmented across tools. Teams spend valuable time correlating symptoms, logs, processes and user reports before remediation can begin.

01
◫

Fragmented visibility

Performance, session, process and software data live in separate systems with no single operational picture.

02
▣

Reactive support

IT often starts investigating only after a user opens a ticket and productivity has already been affected.

03
✦

Slow root-cause analysis

Specialists manually connect events and trends, increasing resolution time and operational cost.

The solution

One operational pulse for every endpoint, session and user experience.

Turn raw enterprise telemetry into decisions teams can act on.

PulseAIOps creates a unified observability layer for physical endpoints and VDI environments, helping operations teams detect, investigate and ultimately prevent recurring issues.

✓Connect infrastructure health with real user experience.
✓Drill down from fleet-wide trends to a specific device, user or process.
✓Prioritize emerging risks before they become widespread incidents.
⌁
Telemetry collectionPerformance, sessions, processes, versions and availability
Connected
≋
Context correlationDevice, user, application, pool and timeline
Unified
✦
AI-assisted insightAnomaly explanation and recommended next actions
Evolving
✓
Proactive operationsEarlier detection, faster response and fewer repeated incidents
Actionable
Prototype capabilities

Built around the questions enterprise operations teams ask every day.

The current prototype already collects and presents operational data. The product direction adds stronger correlation, anomaly detection and guided remediation.

⌁
Performance

Endpoint health

CPU, memory, disk and responsiveness trends across individual devices and large fleets.

▣
Experience

VDI session insight

Session availability, logon duration and experience indicators for virtual desktops.

≋
Applications

Process analytics

Identify resource-heavy processes, version drift and recurring application patterns.

✦
Intelligence

Anomaly detection

Surface unusual behavior and emerging degradation before it becomes a major incident.

✓
Reliability

Coverage awareness

Detect devices that stopped reporting and maintain confidence in fleet-wide visibility.

AI
AI roadmap

Guided root cause

Explain likely causes, connect related signals and recommend practical remediation steps.

Product architecture

Lightweight collection. Scalable analysis. Actionable insight.

▣Endpoints & VDIPhysical devices, virtual desktops and enterprise sessions
→
⌁Telemetry layerLightweight, scheduled collection of operational signals
→
≋Analytics platformTime-series storage, correlation, dashboards and drill-down
→
✦AI operations layerExplanation, prioritization and recommended actions
Current stage

A working prototype built from real enterprise operational challenges.

The next phase focuses on productization, validating customer needs, expanding AI capabilities and running design-partner pilots in large-scale environments.

POCWorking data collection and dashboard experience
VDIDesigned for virtual and physical endpoint environments
AIRoadmap for explanation and guided remediation
B2BBuilt for complex enterprise IT operations
OS
Founder

Oren Simhon

Founder · Enterprise Infrastructure & EUC Leader

More than 20 years of experience leading large-scale enterprise infrastructure, End-User Computing, VDI, endpoint management, automation and observability initiatives. The product was born from a practical need to turn operational telemetry into faster, clearer decisions.

Help shape the next generation of endpoint and VDI operations.

We are looking for design partners, enterprise feedback and conversations with people who believe IT operations should become proactive.

Start a conversation