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Documentation Index

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Computer Use & Automation

LinkAI is the new era of AI. It can do anything a human does on a computer—logging into your CRM, enriching client info, updating records, running code, and executing complex workflows.

Full Autonomy, Full Control

Your AI can perform actions independently while you maintain complete oversight:
  • Login to Systems - Access your business tools with secure credentials
  • Update Records - Enrich CRM data, update spreadsheets, modify databases
  • Execute Code - Run scripts and automation in a secure sandbox
  • API Integration - Connect to any service via API calls
  • File Management - Create, read, update, and organize documents

How It Works

1

You Define the Task

“Log into my CRM and enrich all client info with their latest LinkedIn data.”
2

AI Plans the Workflow

LinkAI breaks down the task into steps, identifies required tools, and creates an execution plan.
3

Secure Execution

Actions run in a secure sandbox environment with full logging and observability.
4

You Review & Approve

See exactly what happened, review results, and approve future similar actions.

Production Agentic Workflows

LinkAI includes pre-built, production-ready workflows for common business tasks:
Automatically enrich customer records with data from LinkedIn, company websites, social media, and public databases.
Move data between systems, update records in bulk, and keep databases synchronized.
Pull data from multiple sources, generate reports, and distribute them automatically.
Analyze leads across multiple criteria, assign scores, and route to appropriate sales reps.
Extract data from invoices, update accounting systems, and trigger payment workflows.
Schedule posts, respond to comments, track mentions, and analyze engagement.

MCP Servers with Self-Learning Connectors

LinkAI uses Model Context Protocol (MCP) servers to connect to your tools:
  • 1000+ Native Connectors - Pre-built integrations to popular business tools
  • Self-Learning - Connectors improve based on usage patterns
  • Custom Connectors - Build your own for proprietary systems
  • Automatic Updates - Connectors stay current with API changes

Sandbox Environment

All computer use happens in a secure, isolated environment:

Isolated Execution

Actions run in a sandbox that can’t affect your production systems without approval.

Full Observability

See every action taken, every API call made, every file accessed.

Rollback Capability

Undo actions if something goes wrong or results aren’t as expected.

Credential Security

Encrypted credential storage with granular access controls.

Human-in-the-Loop

You decide how much autonomy to grant: Fully Manual:
  • AI suggests actions
  • You approve each one
  • Nothing happens without your permission
Semi-Autonomous:
  • AI handles routine tasks automatically
  • Asks for approval on edge cases
  • You set the boundaries
Fully Autonomous:
  • AI operates independently within defined rules
  • You review audit logs periodically
  • Alerts on anomalies or errors

Edge Cases Covered

LinkAI handles the complexity:
  • Error Handling - Automatic retry logic and fallback strategies
  • Rate Limiting - Respects API limits and throttles requests
  • Data Validation - Checks data quality before updating systems
  • Conflict Resolution - Handles duplicate records and data conflicts
  • Timeout Management - Gracefully handles slow or unresponsive systems

No Black Box

Unlike other AI automation tools, LinkAI shows you everything:
1

Action Plan

Before executing, see the complete plan of what will happen.
2

Real-Time Logging

Watch actions happen in real-time with detailed logs.
3

Result Summary

Get a clear summary of what was accomplished and any issues encountered.
4

Audit Trail

Complete history of all actions for compliance and debugging.

Skill Shop

Extend your AI’s capabilities with pre-built skills:
  • Web Scraping - Extract data from websites
  • Email Parsing - Process and categorize emails
  • Document Analysis - Extract information from PDFs and documents
  • Image Processing - Analyze and categorize images
  • Sentiment Analysis - Understand customer emotions
  • Translation - Translate content across languages
Or build your own custom skills using simple templates.

Use Cases

Sales Teams:
  • Enrich leads with company data
  • Update CRM after every call
  • Generate personalized outreach emails
  • Track competitor mentions
Operations:
  • Automate data entry across systems
  • Generate and distribute reports
  • Monitor system health and alert on issues
  • Manage inventory across platforms
Marketing:
  • Schedule and publish content
  • Track campaign performance
  • Analyze competitor activity
  • Generate content variations
Finance:
  • Process invoices and receipts
  • Reconcile transactions
  • Generate financial reports
  • Track expenses and budgets

Safety & Compliance

Set monetary thresholds, data sensitivity levels, or action types that require human approval.
Built-in safeguards prevent common mistakes: duplicate records, data overwrites, unauthorized access.
Complete audit trail for SOC 2, GDPR, HIPAA, and other compliance requirements.
Granular permissions for what AI can access and modify in each system.

Performance

  • Parallel Execution - Run multiple workflows simultaneously
  • Scheduled Tasks - Set workflows to run at specific times or intervals
  • Trigger-Based - Execute workflows based on events (new lead, form submission, etc.)
  • Batch Processing - Handle large datasets efficiently
Infinite Power, Finite Risk: By using production-ready templates and secure sandboxes, LinkAI can handle unlimited tasks while maintaining safety and control.

Get Started

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