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Business agents and workflow automation

Keep the work moving. Keep a person in control.

Move a defined task from intake to a verified result.

For teams losing time to repeated handoffs, copying and exception handling.

Conceptual illustration of an inquiry moving through validation, routing and a human review checkpoint.
One task. A visible result.Original conceptual illustration

01 / The task

Where work
gets stuck.

Requests arrive in several places, records drift between tools, and nobody can see which cases need attention.

Start with a real example of the work. We can then decide what needs a better process, a clearer interface or a focused build.

02 / A useful result

What we can deliver

Agree the scope and acceptance checks before implementation. These are possible outputs, shaped around your task.

A clear owner

See where a request is, who needs to act and what is holding it up.

In the handoff

A map of the current process and its exceptions

Fewer loose ends

Check missing information and repeated events before they create more work.

In the handoff

A scoped workflow with agreed integrations and duplicate checks

A way to recover

Give exceptions a review path instead of quietly dropping them.

In the handoff

A review queue, failure states and a manual recovery path

03 / A possible approach

From an incoming request to a reviewable record.

Illustrative scenario. Scope and results depend on the actual process and systems.

The current friction

  1. A request arrives in an inbox
  2. Someone copies details between tools
  3. The next owner has to chase the context

A more deliberate path

  1. Capture a request with its source
  2. Validate, check duplicates and route
  3. An owner reviews the record and next action

A project inquiry can be captured once, checked for missing details and routed to an owner. A person reviews the response before any unapproved communication.

Try the synthetic workflow ↗
Aggregate report illustration from ASCī’s internal outreach research workspace, connecting sources to reconciled records.
Internal studio project · Outreach intelligence

Selected work / Scope matters

Make the source traceable.

Our internal research system distinguishes source records, reconciled contacts and confirmed activity. This is studio work, not a client automation result.

Explore the internal system ↗

04 / Working together

Clear decisions.
A usable handoff.

Scope, ownership, external costs and review points are agreed before work begins. A focused assessment can precede a build.

  1. 1. Understand

    A walkthrough with the process owner, representative cases and only the access needed for the agreed task.

    A defined task and agreed acceptance criteria
  2. 2. Design and build

    Build the smallest useful path between the existing tools. Make permissions, approval points and exceptions visible before adding more autonomy.

    A focused implementation or testable proposal
  3. 3. Test and hand over

    We test normal, duplicate, missing-information and failure cases against agreed outcomes. The owner decides which actions require approval.

    A workflow map, tested cases, owner queue and documented recovery steps.

We document ownership, operation and recovery. Continuing support or team enablement is agreed separately when needed.

05 / Before we begin

A few useful
questions.

Can an agent send messages on its own?

Only when the exact action and authority have been agreed and verified. The default is a person reviewing external communication.

Can we keep the tools we already use?

Often, yes. We inspect the available integrations, permissions and export paths before proposing a new system.

What happens when the workflow is uncertain?

We define a stop or review state and show the owner the source context. An unknown outcome should not trigger a blind retry.

The next step

Bring the task.
We’ll work out the approach.

Tell us what happens today, who owns the work and what you would like to change. We’ll start there.

Start a conversation ↗