→→UI Navigation Training

AI That Navigates Like Humans, Not Robots

Most automation breaks when screens change by a single pixel. MergeOn teaches AI to navigate software the way humans do — understanding context, recovering from errors, and adapting to changes. Every action is explainable, repeatable, and auditable.

Traditional RPA Bots

Break when UI updates

No error recovery

Hard-coded click coordinates

Black box operations

Months to update workflows

MergeOn Navigation AI

Adapts to UI changes

Built-in error branches

Context-aware navigation

Full audit trail with evidence

Self-healing workflows

99.8%

Success Rate

100%

Auditable Actions

10x

More Resilient

Zero

Code Required

Live Navigation Demo

Watch AI Navigate Like a Human

See how MergeOn captures workflows, builds resilient selectors, and creates evidence-backed navigation scripts that adapt to changes.

app.enterprise.com/dashboard/claims

Search Claims

Recent Claims

CLM-2024-001234 - Processing
CLM-2024-001233 - Approved
CLM-2024-001232 - Under Review

Quick Actions

Claim Statistics

247

Pending

1,832

Approved

Navigate to Dashboard

Captured

DOM selector: [data-page="dashboard"] with fallback to .main-content

📸Screenshot: dashboard_loaded.png

Click Search Field

Recording

Resilient selector using aria-label, placeholder, and parent context

✓State verified: input.focused == true

Enter Search Query

Pending

Type claim ID with validation check for format XXX-YYYY-ZZZZZZ

🔄Retry logic: 3 attempts with 500ms delay

Handle Results

Pending

IF results found: proceed to claim details ELSE: trigger alternate flow

🌳Error branch: no_results_handler.json

Technical Implementation

How MergeOn Captures & Trains Navigation

From DOM events to resilient selectors, see the technology that makes our AI navigation 10x more reliable than traditional automation

Workflow Capture

// Resilient selector generation{
  "action": "click","selectors": ["[aria-label='Search claims']","input[placeholder*='claim']",".search-container > input:first"],"context": {"parent": ".claims-dashboard","siblings": [".filter-bar"],"viewport": {"x": 245, "y": 180}},"screenshot": "step_2_1701234567.png"}

DOM events and screenshots are normalized to resilient selectors that work even when the UI changes. Multiple fallback strategies ensure continuity.

State Verification & Guardrails

// Each action verified with state checks{
  "pre_conditions": [{"check": "element.visible","timeout": 5000},{"check": "page.loaded","indicator": ".loading-spinner:hidden"}],"post_conditions": [{"verify": "input.focused","expected": true}],"guardrails": {"max_attempts": 3,"retry_delay": 500}}

Every action is wrapped with pre and post conditions, ensuring the UI is in the expected state before proceeding. Built-in retry logic handles timing issues.

Intelligent Recovery

Self-Healing Workflows with Error Branches

Watch how MergeOn handles unexpected situations with alternate flows and recovery steps

Automatic Error Recovery Flow

When the expected element isn't found, AI takes alternate paths

Primary Action

Click "Submit" button

⚠️

Error Detected

Button not found

↻

Recovery Branch

Try alternate selector

✓

Continue Flow

Resume workflow

Built-in Recovery Strategies:

• Alternate Selectors:Multiple ways to find elements

• Context Search:Look for elements nearby

• Wait & Retry:Handle slow-loading pages

• Fallback Flows:Complete alternate paths

Key Capabilities

Why MergeOn Navigation Succeeds Where RPA Fails

Built for the real world where UIs change, errors happen, and audit trails matter

🎯

Resilient Selectors

Multiple fallback strategies using DOM structure, ARIA labels, text content, and visual position. Works even after major UI redesigns.

90% fewer maintenance tickets

🔄

Self-Healing Workflows

When elements move or change, AI finds them using context clues and alternative paths. No manual intervention required.

99.8% success rate

📸

Evidence Trail

Every action captured with screenshots and metadata. Complete audit trail for compliance and debugging.

100% auditable

🌐

Cross-Platform

Works across web, desktop, and mobile applications. Same training approach, consistent results everywhere.

Any application, any platform

⚡

No-Code Training

Record workflows by simply using the application. No scripting, no programming, no technical expertise required.

10x faster deployment

🛡️

Enterprise Security

Credentials vault, role-based access, and encrypted recordings. Your sensitive workflows stay secure.

SOC2 compliant

Business Impact

ROI That Scales with Your Business

💰

87%

Cost Reduction

vs traditional RPA

⚡

24/7

Continuous Operation

No downtime

📈

400%

Productivity Gain

Per automated workflow

🔧

2 Days

Average Setup Time

vs 3-6 months for RPA

Ready to Automate Without the Brittleness?

See how UI Navigation Training can transform your manual processes into resilient, auditable automation

Watch Live Demo Start Pilot Program