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WorkFusion

The gap WorkFusion can’t fill

Section titled “The gap WorkFusion can’t fill”

WorkFusion combines AI and RPA to automate judgment-intensive processes. Its machine learning models improve over time, handling increasingly sophisticated decisions. But even the best AI can’t handle every scenario - human expertise is essential for edge cases, model training, and final approvals.

When WorkFusion’s AI processes a complex claim, borderline cases still need human judgment. New document types need human guidance. High-stakes outcomes need human oversight. WorkFusion augments human work - but it can’t manage the human activities that surround its automation.

What WorkFusion automates:

  • AI-powered document processing
  • Intelligent automation with machine learning
  • Complex decision automation
  • Continuous learning from human feedback

What falls through the cracks:

  • Human-in-the-loop coordination for model training
  • Exception escalation to experts
  • Approval workflows for high-stakes AI decisions
  • Visibility across AI automation and human work
  • Accountability for end-to-end outcomes
  • Coordination when AI confidence is low

WorkFusion augments human decision-making with AI. Tallyfy handles the complete process - coordinating AI automation with human oversight, exception handling, and approval workflows.

How Tallyfy fills this gap

Section titled “How Tallyfy fills this gap”

Tallyfy acts as the coordination layer connecting WorkFusion AI automation with human workflows.

Human-in-the-loop coordination

Section titled “Human-in-the-loop coordination”

When WorkFusion processes work, Tallyfy manages:

  • Routing low-confidence items to human reviewers
  • Collecting human decisions to improve AI models
  • Escalating edge cases to the right experts
  • Tracking human-AI collaboration metrics

AI-human handoffs

Section titled “AI-human handoffs”

Tallyfy keeps transitions smooth:

  • AI processes routine items automatically
  • Borderline cases route to a human review queue
  • Human decisions feed back to improve AI
  • High-stakes items always include human approval

Exception management

Section titled “Exception management”

When AI encounters uncertainty:

  • WorkFusion flags the item with a confidence score
  • Tallyfy routes it based on confidence thresholds
  • A specialist reviews and decides
  • The decision gets recorded for model improvement

Connect today

Section titled “Connect today”

WorkFusion API: Trigger Tallyfy workflows when AI processing completes and receive human decisions back.

Middleware: Connect via enterprise integration platforms.

API: Use Tallyfy’s API to coordinate human-AI workflows.

See also: Combining RPA systems and human operators

Get started

Section titled “Get started”

Book a consultation ↗ to discuss connecting WorkFusion with your Tallyfy workflows. We’ll help you build effective human-in-the-loop processes that improve AI performance over time.

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