AI Studio Pilot

Test AI.
Validate its value.

A real workflow, a defined scope. Build, test and review with TaskWork before deciding to scale.

InputReviewAdjustment Test with context EVIDENCE FOR DECISIONSQualityExceptionsUsage
Illustrative workflow · criteria defined for each pilot
Defined scopeOne use case and its boundaries.
Human reviewCheckpoints in the workflow.
Evidence-based decisionsLearning before expansion.
Validation before scaling

Beyond the demo.
Part of the work.

The pilot puts a real workflow to the test. Testing, exceptions and human review show what works and what needs to change before moving forward.

The goal is to learn and decide—not to assume every pilot should go into production.

The starting point

Defined process

A repeatable activity with clear boundaries.

An available owner

Someone from the business to guide and validate.

Accessible data

Information suited to the use case.

Review is feasible

People and criteria to handle exceptions.

Eligible workspace

Asana features and access verified.

Reference workflow

AI in motion.
People in control.

An example journey. Stages and review points are defined when designing the pilot.

01

Input

Receive the request and required data.

02

Analysis

Interpret the input using the defined context.

03

Classification

Apply criteria for categorization and routing.

04

Action

Perform the action specified in the configuration.

05

Review

Route exceptions and decisions to a person.

06

Record

Document the outcome and decision made.

Exceptions return for analysis and adjustment under the agreed rules.
What the pilot includes

Build. Test.
Prepare the next step.

01

Discovery and build

Use case definition, workflow development and governance checkpoints.

  • Scope and criteria
  • Configured workflow
  • Review and manual fallback
02

Testing and documentation

Test cases, adjustments and a record of the configuration.

  • Validation scenarios
  • Exception handling
  • Workflow documentation
03

Preparation and decision

Owner guidance and an improvement recommendation based on testing.

  • Prepared owner
  • Reviewed results
  • Defined next steps
Possibilities by department

One pilot.
One concrete problem.

Illustrative examples to explore—not client results.

Marketing

From brief to approval.

Test brief triage and routing by request type, with validation by the people responsible.

  • Intake and classification
  • Approval routing
  • Exception review
Illustrative journey
01Brief received
02Suggested category
03Approval routed
Evidence, not assumptions

What validates
the next stage?

Criteria are agreed within the scope. Test analysis guides the decision to adjust, proceed or stop.

AdjustProceedStop

Quality

Do outputs meet the defined criteria?

Cycle time

How does work move through the stages?

Exceptions

Are deviations handled as planned?

Adoption

Can the owner and team operate the workflow?

Credits

How does usage behave during testing?

Connected responsibilities

A collaborative pilot.
Clearly defined roles.

Platform

Asana

Product

Platform and models.

Controls

Product administration features.

Availability

Platform operation.

Design and implementation

TaskWork

Build

Workflow design and configuration.

Validation

Testing and fallback procedures for failures.

Record

Configuration documentation.

Business and acceptance

Your organization

Owner

Process owner.

Decisions

Business approvals and guidance.

Acceptance

Assessment and validation of results.

Before you begin

Let’s align
expectations.

How long does the pilot take?

The timeline is defined in the scope, based on process complexity, data and dependencies. The schedule is agreed after assessing the case.

What happens if AI makes a mistake?

The design includes human review points and fallback procedures for failures and exceptions. Testing helps validate these procedures before deciding to scale.

Do I need to arrive with a chosen use case?

Having a candidate process helps start the conversation. If there is no priority yet, the AI Opportunity Assessment supports discovery and selection.

Does scaling happen automatically?

No. Pilot results are reviewed with the owners. Expansion depends on acceptance, prerequisites and defining the next stage.

Your use case.
The next test.

Talk to TaskWork to define a pilot with clear scope, review and criteria.

Discuss my pilot