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Custom Workflow Automation

AI-Driven Process Intelligence for Consistent, Error-Free Operations

Custom Workflow Automation

Overview

Industrial operations rely on structured workflows to maintain quality, safety, and throughput. However, when processes depend on manual execution, even well-defined SOPs can break down due to variability, missed steps, or limited supervision. Flagman's Custom Workflow Automation introduces an AI-powered process control layer that continuously monitors, validates, enforces, and scores every workflow in real time. Designed for inspection stations, assembly lines, and multi-step industrial processes, the solution ensures that each operation is executed exactly as intended—every time, across every shift. By combining computer vision, workflow intelligence, and direct PLC integration, Flagman transforms manual and semi-automated tasks into digitally enforced, auditable, and measurable processes.

The Problem

In most industrial environments, workflow compliance is assumed—not verified. This creates hidden risks that surface only after defects, rework, or audit failures occur.

Typical Workflow Gaps

  • Operators unintentionally skipping or reordering steps

  • Process execution varying between shifts or individuals

  • Limited real-time visibility into manual task completion

  • Dependence on supervisors for enforcement and validation

  • Missing or incomplete records for audits and traceability

  • Costly rework caused by undetected process deviations

The Flagman Approach

Flagman closes this gap by applying AI vision and workflow logic directly to the shop floor. Cameras observe operator actions, workstation zones, and task progression in real time. The system continuously compares live activity against your defined SOP logic—validating what was done, in what order, by whom, and within what time frame. When deviations occur—such as skipped steps, incorrect sequences, excessive delays, or unattended stations—Flagman immediately responds through: • Visual and audible alerts • Operator on-screen guidance • PLC-controlled machine hold or stop commands This ensures that process integrity is enforced before defects are created, not after. All activity is logged automatically, creating a single source of truth for supervisors, quality teams, and auditors.

Process Automation Scoring & Execution Index

Each workflow, station, and operator is assigned a dynamic Process Execution Score, providing a measurable view of how consistently SOPs are followed across shifts and production cycles.

Calculated Using

  • Step completion accuracy

  • Sequence adherence

  • Time compliance per step

  • Operator presence consistency

  • Frequency of skipped or repeated steps

  • Deviation severity and recurrence

Enables

  • Operator and shift-wise performance comparison

  • Identification of weak workflow steps

  • Detection of training and layout inefficiencies

  • Measurable SOP compliance improvement

Prevent → Verify → Enforce → Improve

Stage Description
Prevent SOP logic defines correct workflow paths
Verify AI verifies each step, sequence, and timing
Enforce Alerts or PLC actions prevent deviations
Improve Scores and trends optimize processes

Compliance & Audit Readiness

Flagman converts manual workflows into fully auditable digital processes.

Documentation Provided

  • Time-stamped workflow logs

  • Step-level deviation records

  • Operator participation history

  • Process execution score trends

  • Video-backed audit evidence

Supports Alignment With

  • ISO 9001 (Quality Management)

  • IATF 16949

  • Internal SOP and QA standards

Unified Process Intelligence Dashboard

All workflow execution data is available through a centralized interface.

  • Live workflow status by station

  • Process scores by operator, shift, and line

  • Deviation heatmaps

  • Cycle-time trend analysis

  • Audit and compliance exports

Built for Industry 5.0

Flagman enables human-centered automation where AI ensures consistency without disrupting operator autonomy.

Key Principles

  • AI validates human actions

  • Processes are enforced, not assumed

  • Data replaces guesswork

  • Continuous improvement is measurable

Business & Safety Benefits

Zero skipped steps across workflows

Standardized SOP adherence ensures every process step is completed correctly and in sequence.

Reduced rework and inspection failures

Real-time process enforcement prevents defects from occurring in the first place.

Faster operator ramp-up

AI-guided workflows accelerate training and reduce dependency on experienced personnel.

Strong audit and compliance readiness

Complete digital documentation supports ISO 9001, IATF 16949, and internal standards.

Scalable across lines and plants

Proven architecture easily expands to multiple stations, lines, and facilities.

Measurable continuous improvement

Process execution scores enable data-driven optimization and performance tracking.

Outcome

Predictable processes

Verifiable compliance

Continuous improvement at scale