AI Opportunity Assessment

AI in the right
place.

Turn ideas into priorities. Assess impact, feasibility and readiness before building with Asana AI Studio.

IMPACTFEASIBILITY AI potential NEXT STEPValidate a pilot ImpactFeasibilityReadiness
Illustrative map · no return estimates
Impact on workExpected operational value.
Technical feasibilityWhat is possible in your context.
Readiness to proceedData, access and governance.
Clarity before development

More possibilities.
A clear direction.

Not every activity needs AI. The assessment identifies candidate processes and helps choose where to start—and what to prepare first.

OperationsProcess ownersIT and governance

Recognize these signs?

Repetition that consumes the day

Recurring manual activities with little standardization.

Specialists stuck on triage

Time spent classifying and routing requests.

Manually prepared reports

Information manually gathered each week.

Ideas without a starting point

Interest in AI, but no defined priorities.

Prioritization matrix

Where should you start?

Explore the quadrants. Recommendations consider evidence from your process.

HIGH IMPACT
LOWER FEASIBILITYHIGHER FEASIBILITY →
LOW IMPACT
Prioritize a pilot

Start with the clearest potential.

Candidates with meaningful impact and favorable conditions move toward pilot design, subject to prerequisite validation.

  • Define a process boundary
  • Define success criteria
  • Validate owners and data
Assess my processes
What we analyze

Six perspectives.
One consistent assessment.

Volume

Process frequency and demand.

01

Repetition

Patterns, variations and exceptions.

02

Data

Quality, access and availability.

03

Human decision

Where judgment is essential.

04

Risk

Sensitivity and consequences of errors.

05

Integrations

Systems and dependencies involved.

06
From discovery to recommendation

Three stages.
A defined next step.

01

Map

Interviews and identification of candidate processes.

02

Assess

Impact, feasibility and readiness analysis.

03

Recommend

Prioritization and design of the recommended pilot.

What you receive

From conversation
to plan.

A map to guide decisions, with priorities and conditions for moving forward.

01

Opportunity inventory

Candidate processes organized in a shared view.

02

Justified priorities

Comparison by impact and feasibility.

03

Readiness assessment

Required data, governance and access.

04

Risks and prerequisites

Dependencies that need attention.

05

Pilot recommendation

Initial scope and suggested next steps.

Shared responsibility

Each party contributes
to the right choice.

Platform

Asana

Product

Available platform and models.

Controls

Product features for operations.

Documentation

References for assessing capabilities.

Discovery and analysis

TaskWork

Mapping

Discovery and prioritization of candidates.

Feasibility

Technical criteria and prerequisites.

Recommendation

Guidance for the pilot and next steps.

Context and decision

Your organization

Processes

Operational context and needs.

Data

Classification and access conditions.

Decision

Validation of priorities and progress.

Before you begin

Essential questions.

Do I need to know which process to automate?

No. The assessment exists to discover and prioritize the most promising candidates based on your operational context.

What does readiness mean?

It is how ready a process is for AI: data quality, governance, access and clear business rules.

Does the assessment include building the workflow?

This stage focuses on mapping, assessing and recommending. Pilot development and implementation need a defined scope in the next stage.

What if the recommendation is not to start now?

The assessment may identify a need to prepare data, review the process or resolve dependencies before building. This finding also guides the next step.

The next opportunity
is in your work.

Discover where to start with AI before investing in development.

Map opportunities