Document classification - SkilBrill

WorkFusion Training Document classification

WorkFusion Training

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Module 1 — WorkFusion and Intelligent Automation Foundations

The intelligent automation spectrum

RPA plus IDP plus ML

WorkFusion Studio and Control Tower

Deployment models and bot agents

Where WorkFusion sits against pure-play RPA tools

Module 2 — Process Design in WorkFusion Studio

Process flows and the workflow designer

Business entities, variables and step types

Versioning and publishing

Logging and execution history

Module 3 — Bots and RPA Execution

Bot agents and bot pools

Attended and unattended execution

RPA steps, screen scraping and selectors

Credential handling

Retries and timeouts

Scheduling runs

Module 4 — Intelligent Document Processing (IDP)

Document classification

Extraction models for forms and free-form documents

Table extraction and confidence scores

IDP versus traditional OCR

Module 5 — ML Models and Training Data

Training data capture and labelling

Model training runs

Scoring and evaluation metrics

Precision and recall trade-offs

Retraining cycles and skewed sample data

Module 6 — Workforce Orchestration

Workforce orchestration rules

Task allocation between bots and humans

Queue prioritisation and service levels

Workforce dashboards

Throughput against review capacity

Module 7 — Work Items, Queues and Exception Handling

Work item lifecycle

Queue configuration, item priorities and SLAs

Exception paths and dead-letter handling

Monitoring failed items

Module 8 — Human-in-the-Loop and Review

Review task design and sampling strategies

Quality assurance checks and reviewer instructions

Feedback loops into model retraining

Measuring reviewer productivity

Module 9 — Integrations and APIs

REST APIs and webhooks

Connectors for Salesforce, ServiceNow and SAP

File and email triggers

Data hand-off between steps

Secure credential and secret handling

Module 10 — Analytics, Governance and Scaling

Control Tower analytics

Programme dashboards

Automation pipeline governance and environment strategy

CoE operating model

Moving from pilot to scaled deployment

Module 11 — Certification and Interview Prep

WorkFusion platform fundamentals review

Intelligent automation case study defence

Resume and portfolio positioning

Mock interviews with an automation architect panel

Announcements Course Info