Revealing the Hidden Factory of White-Collar Work

Discover how the EON Desktop Agent leverages observation-based intelligence to automate repetitive processes, reduce failure rates, and deliver impactful ROI for enterprises.

Why EON Desktop Agent?

20-40%

Time spent on repetitive tasks

30-50%

Traditional RPA failure rates

$1.2M

Potential ROI per year

6 Weeks

MVP timeline

The Challenge

The ‘Hidden Factory’ of white-collar work represents a massive yet invisible problem. Employees spend 20-40% of their time on repetitive screen-based tasks, creating inefficiencies across organizations. HR onboarding alone wastes 3-5 days per hire due to disconnected systems and shadow processes. These inefficiencies lead to costly outcomes, including security vulnerabilities caused by ‘zombie accounts.’

Traditional Robotic Process Automation (RPA) has failed to address this issue effectively, with 30-50% of bots breaking due to flawed assumptions. RPA solutions rely on employee interviews, which often omit exception paths and real-world nuances, resulting in high failure rates. Enterprises face increasing pressure to automate, yet current tools fall short.

THE WHY: The Hidden Factory Problems

Pain Point: Inefficiency

Millions of hours are lost annually to repetitive screen-based tasks, draining productivity.

Pain Point: RPA Failures

Bots break frequently due to unexpected exceptions, creating additional maintenance burdens.

Pain Point: Security Risks

Unmanaged processes result in ‘zombie accounts’ and cybersecurity vulnerabilities.

EON Desktop Agent

The EON Desktop Agent revolutionizes process automation by shifting the paradigm from assumption-based to observation-based workflows. Instead of relying on interviews and idealized paths, the EON system observes real user behavior, capturing screen-based processes in their entirety, including workarounds and exception paths. This ensures greater accuracy and reliability.

By leveraging advanced LLMs, the EON Desktop Agent semantically understands screen content and automates processes with over 80% confidence. This privacy-first solution also integrates human oversight, ensuring compliance and reducing risks, while delivering tangible ROI for enterprises.

Core Feature

Semantic Capture

Captures DOM data and context, enabling true understanding of user actions.

Gold Standard Identification

Automatically identifies ‘Super Users’ and codifies optimal workflows.

Pattern Confidence Scoring

Automates only when confidence exceeds 80%, ensuring reliable execution.

Privacy First Architecture

PII redaction occurs locally, safeguarding user data and privacy.

Policy Aware Automation

Bots inherit compliance rules directly, minimizing reprogramming efforts.

Human-in-the-Loop Gates

Human approvals ensure judgment and accountability remain intact.

How It Works

Observe

Capture screen DOM, keystrokes, app context, and timestamps to understand user actions.

Model

Map processes, identify bottlenecks, and determine gold-standard workflows using advanced analysis.

Automate

Deploy AI agents to execute tasks with human-in-the-loop gates and policy-aware compliance.

Optimize

Continuously refine workflows with pattern confidence scoring and user feedback integration.

Ready to Transform White-Collar Work?

Discover how EON Desktop Agent can revolutionize your workflows and eliminate inefficiencies.