GLCOGreat Lakes Computing Office

Give the repeated work a clear route

Let the routine work take less of your day.

We help your team spend less time sorting requests, copying information and preparing first drafts. Start with a focused AI workflow, a reviewer and a clear way to check its value.

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Painted request-sorting desk with four trays and a person checking an incoming document
From incoming information to a checked result.Toledo & Detroit Metro

The work behind the request

The inbox is quietly becoming another job.

A customer sends a request with the details scattered across a message and an attachment. Before anyone can answer, someone has to read it, decide what it means and find the person who can help. Repeat that throughout the day and experienced staff spend their attention preparing work for other people.

We look for the parts of that preparation you can describe and check. AI may help interpret a message or assemble a draft, while ordinary rules handle known destinations and required fields. We compare the time this could save with the time a person would still spend checking the work and handling awkward cases.

A request, with review built in

Follow a request from arrival to approval.

Illustrative workflow: a service business receives a mixture of booking questions, existing-customer requests and supplier messages. This example shows the decisions a pilot would need; it is not a client result.

  1. 01Incoming request

    Keep the original within reach.

    Capture the message and its source reference together. A reviewer should be able to check the actual wording without searching another inbox or guessing which attachment was used.

  2. 02Proposed category

    Separate clear requests from uncertain ones.

    Suggest a category and identify the details needed for that task. Missing information or competing interpretations send the request to a person before anything moves forward.

  3. 03Reviewer decision

    Make correction part of the screen.

    Show the proposed category beside the source, with a way to accept or change it. Record the correction so the team can see which kinds of requests need attention.

  4. 04Approved handoff

    Pass on the useful information.

    Route the approved request to its agreed owner with the relevant details attached. Keep any outward reply behind the approval step defined for the pilot.

What this makes possible

During a trial, count handling time across the whole request, including corrections and exceptions. Repeated misclassification may call for a clearer rule, better source material or a smaller pilot.

Where this helps

Start with work you recognize.

We help you choose one recurring task, connect the approved information it needs and test an AI workflow with a person responsible for the result. The aim is to recover useful working time after review, corrections and running costs are counted.

For owners and operations teams who spend too much of the week sorting requests, copying information or preparing the same first draft.

Illustrative workflows, scoped to your tools and team.

Use case 01

Sort incoming requests

Today
Someone reads every message, finds the right person and repeats the same handoff.
With help
A proposed workflow classifies the request, gathers the relevant details and prepares a queue for the team.
People’s role
A person checks uncertain cases and approves replies before they leave the business.

Use case 02

Prepare document records

Today
Your team copies fields from documents into a spreadsheet or another system.
With help
An extraction step proposes a structured record with a reference to the source document.
People’s role
A reviewer checks required fields and discrepancies before a record is accepted.

Use case 03

Draft from approved material

Today
Each response starts with another search through notes, policies or product information.
With help
The workflow assembles a first draft from the sources your team has approved.
People’s role
The person sending it checks the facts, tone and missing information.

What your team takes forward

Your reviewer should know why a request stopped.

We agree which information the workflow can use and who can change its instructions. The handoff explains the review queue, the stop conditions and the route back to manual handling, so ordinary questions have an owner after launch.

  • A map of the current task and a pilot scope with clear boundaries.
  • The agreed workflow, including review queues and exception handling.
  • Acceptance checks using representative examples you can lawfully share.
  • Operating instructions, ownership decisions and a record of expected running costs.
See my project path

A boundary for the first release

Decide which requests belong in the pilot.

These decisions influence what we build, how you test it and what it costs to keep running.

  1. 01

    A manageable set of request types

    Agree which messages belong in the pilot and which should continue through the current process.

  2. 02

    Examples that test the boundary

    Include incomplete requests, unusual phrasing and corrections alongside the straightforward examples the workflow should handle.

  3. 03

    A trial you can check

    Decide who checks results, how to record effort and when an issue should pause the pilot.

Make the economics work

Less rereading could leave more time for customers.

Reducing wasted time may improve your margin when you avoid an expense or take on additional paid work. Count the cost of review, corrections, software and upkeep before deciding whether the change pays for itself.

  1. Less repeated readingA useful summary and source reference can reduce how often people reopen the same message before assigning the work.
  2. A review queue people can useUncertain requests need enough context for a decision, with a visible owner so they do not sit between teams.
  3. Capacity with a purposeRecovered time can go toward customer work or help avoid extra handling costs. That may improve your margin if the benefit exceeds the cost of review, software and upkeep.

Put a number to your own workflow.

Use the calculator to compare the time recovered with the cost of running the workflow. Savings depend on your process.

Estimate my return

A useful starting point

When this makes sense.

  • The task recurs often enough to measure the time it takes.
  • You have approved source material and someone who can judge the output.
  • The team can try a limited pilot before changing the wider process.

Before committing

Sort this out first.

  • The process changes every time, so there is no stable task to test.
  • Nobody can review the output or provide access to the information it needs.

Your existing tools

Keep what already works.

We assess the tools you already use before proposing a connection. Access, provider terms and the sensitivity of the information determine what belongs in the pilot.

  • Approved email, document and form inputs
  • A shared queue or business system with suitable access
  • A clear approval step before sending, publishing or updating important records
Compare my build and buy options

Keep exploring

A little reading before the call.

Before we talk

Questions worth asking.

For anything specific to your tools or team, bring it to the conversation.

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Does this require replacing our existing software?

Often the starting point is a task inside the tools you already use. We check available features, APIs and access before recommending an additional tool or a custom connection.

How will we know whether the automation is worthwhile?

Compare the current effort with the time spent reviewing the pilot, fixing errors and maintaining it. Add software and usage costs, then decide whether the remaining time has a useful job to go toward.

Can AI send messages or change records automatically?

That depends on the task and the scope you approve. We define which actions need a person, which exceptions stop the workflow and who can change those rules before release.

Toledo & Detroit Metro

Bring the task that keeps interrupting your day.

A few representative examples and a description of the current handoff give us a useful place to start. We can discuss whether a rule, an existing feature or an AI pilot deserves a closer look.

Request a call

We follow up to arrange a time. Your form does not book an appointment automatically.

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