HubCom services

AI & automation

  • AI assistants
  • Data processing
  • Workflow automation

Apply AI to specific tasks such as data entry, document processing, request handling or information retrieval. HubCom builds the workflow, connects existing systems and adds human review where needed. Pilot results inform the decision to expand.

Talk to HubCom
Illustration of an operations team reviewing AI document-processing results
Automation with review by the people responsible for the work.

A good fit when

You want to automate data entry, request handling or customer support, and have data available for a pilot.

THE WORKFLOW

AI processes the task. People review the result.

Each workflow has an input, checkpoints and a destination. Cases that do not meet the criteria return to a person.

  1. Input data

    Documents, requests or information from permitted sources.

  2. AI & automation

    Extract, classify or prepare results for the chosen task.

  3. Workflow owner

    Review, correct and approve where a human decision is needed.

  4. Business system

    Receive checked results to continue the work.

Use real results to improve the workflow

HubCom and the operations team review failed cases, output quality and costs to adjust the workflow.

What can HubCom deliver?

The scope is agreed around your current setup and project goals.

Choose a task to automate

Review the workflow, processing frequency and manual steps to select a suitable first use case.

Prepare pilot data

Review documents, inputs and permitted use. Select common examples and difficult cases for evaluation.

Build AI assistants

Set up an assistant for information retrieval or request handling using selected sources and a defined task.

Connect the workflow

Integrate AI with relevant systems to receive inputs, process them and send results to the right next step.

Set up human review

Define when someone needs to approve a result, how to correct it and when to return a task to manual handling.

Measure quality & cost

Evaluate outputs against real test cases and track errors and cost per task before expanding.

Getting started and delivering

  1. Choose one workflow

    Share a task you want to improve. HubCom and the workflow owner define inputs, outputs and the current baseline.

  2. Prepare data & evaluation criteria

    Select permitted data, evaluation cases and the situations that require a person to decide.

  3. Build a pilot

    Set up the automation and required connections, then run it against the selected data.

  4. Evaluate with the people doing the work

    Compare outputs with the criteria, record errors, check costs and adjust approval steps.

  5. Operate & monitor

    Guide the workflow owner on quality monitoring and exception handling. Decide what to expand based on operational results.

NEXT STEP

Is this a fit for your business?

Does your business have a recurring task, data for a pilot and someone who can evaluate the results? Share a specific use case so we can explore which steps could be automated.