kAI · YOUR AI DECISION CONSULTANT
kAI · YOUR AI DECISION CONSULTANT

Build a stronger case.
With a better thinking partner.

Build a stronger case.
With a better thinking partner.

Build a stronger case.
With a better thinking partner.

Turn an idea into a stronger business case with kAI, KangaROI’s AI decision consultant. Develop the reasoning, challenge assumptions, and identify what needs work, with an assistant that works directly with your case’s problems, options, outcomes, and financial inputs.

Turn an idea into a stronger business case with kAI, KangaROI’s AI decision consultant. Develop the reasoning, challenge assumptions, and identify what needs work, with an assistant that works directly with your case’s problems, options, outcomes, and financial inputs.

kAI explains its draft financial model for an AI cross-selling initiative, highlights unconfirmed estimates, and asks which figure to validate first alongside the cost, benefit, ROI, and payback summary. Select to expand.
START WITH WHAT YOU KNOW
START WITH WHAT YOU KNOW

You don’t need a finished proposal to get started.

You don’t need a finished proposal to get started.

Bring a brief idea, rough notes, or an existing proposal. kAI assesses what you’ve provided and asks targeted questions when it needs more context.

A live summary shows what kAI has understood, so you can correct or confirm it before building the case.

Bring a brief idea, rough notes, or an existing proposal. kAI assesses what you’ve provided and asks targeted questions when it needs more context.

A live summary shows what kAI has understood, so you can correct or confirm it before building the case.

kAI interviews the user about an AI cross-selling initiative while the Board summarizes the developing Decision and remaining questions. Select to expand.
kAI interviews the user about an AI cross-selling initiative while the Board summarizes the developing Decision and remaining questions. Select to expand.
Review kAI’s understanding of the cross-selling initiative before continuing to build the Decision Overview. Select to expand.
Review kAI’s understanding of the cross-selling initiative before continuing to build the Decision Overview. Select to expand.
DEVELOP THE CASE TOGETHER
DEVELOP THE CASE TOGETHER

More than a first draft.

More than a first draft.

Work with kAI to define the problem, explore alternatives, articulate outcomes, and develop the financial reasoning.

Ask it to question an assumption, suggest another approach, or help strengthen a weak argument. Review and edit the reasoning, assumptions, and figures as the case takes shape.

kAI helps develop the assumptions and inputs; KangaROI’s calculation engine calculates the financial results.

Work with kAI to define the problem, explore alternatives, articulate outcomes, and develop the financial reasoning.

Ask it to question an assumption, suggest another approach, or help strengthen a weak argument. Review and edit the reasoning, assumptions, and figures as the case takes shape.

kAI helps develop the assumptions and inputs; KangaROI’s calculation engine calculates the financial results.

01

Ask

Give kAI a question or an improvement to work on.

01

Ask

Give kAI a question or an improvement to work on.

02

Review

Inspect its proposed change and the explanation behind it.

02

Review

Inspect its proposed change and the explanation behind it.

02

Review

Inspect its proposed change and the explanation behind it.

03

Accept

Choose whether to apply the change to your case.

03

Accept

Choose whether to apply the change to your case.

KangaROI kAI web research citing a recommendation-system evaluation paper and applying its findings to model quality and business outcomes for an AI cross-selling Decision. Select to expand.
EVIDENCE & ASSUMPTIONS
EVIDENCE & ASSUMPTIONS

Bring evidence into the conversation.

Bring evidence into the conversation.

Explore questions behind your proposal with kAI’s web research. Use external findings to inform the case, inspect the sources, and judge how well the evidence applies to your decision.

Explore questions behind your proposal with kAI’s web research. Use external findings to inform the case, inspect the sources, and judge how well the evidence applies to your decision.

See what still needs validating.

kAI makes the basis of its estimates visible and marks them as unconfirmed, so you can check the assumptions and replace them with evidence from your organization.

KangaROI expanded MLOps cost estimate showing the rationale for an assumed support resource, a field for supporting evidence, and the status Drafted by kAI and unconfirmed. Select to expand.

See what still needs validating.

See what still needs validating.

kAI makes the basis of its estimates visible and marks them as unconfirmed, so you can check the assumptions and replace them with evidence from your organization.

kAI makes the basis of its estimates visible and marks them as unconfirmed, so you can check the assumptions and replace them with evidence from your organization.

KangaROI expanded MLOps cost estimate showing the rationale for an assumed support resource, a field for supporting evidence, and the status Drafted by kAI and unconfirmed. Select to expand.
KangaROI expanded MLOps cost estimate showing the rationale for an assumed support resource, a field for supporting evidence, and the status Drafted by kAI and unconfirmed. Select to expand.
PREPARE FOR A BETTER REVIEW
PREPARE FOR A BETTER REVIEW

Find the questions before the review meeting.

Find the questions before the review meeting.

Ask kAI to review the case for gaps, inconsistencies, and assumptions that need stronger evidence. Address the questions that could hold up a review before asking others to assess your recommendation.

In this example, kAI highlights two areas to strengthen:

Ask kAI to review the case for gaps, inconsistencies, and assumptions that need stronger evidence. Address the questions that could hold up a review before asking others to assess your recommendation.

In this example, kAI highlights two areas to strengthen:

Test the financial assumptions

Test the financial assumptions

Check whether the effort described in the case is reflected in the baseline used to calculate value.

Check whether the effort described in the case is reflected in the baseline used to calculate value.

Challenge the adoption story

Challenge the adoption story

Question the starting point for adoption and the evidence that people will use the recommendations.

Question the starting point for adoption and the evidence that people will use the recommendations.

KangaROI kAI case review showing completed readiness and coherence checks, followed by findings about the manual-effort baseline and adoption assumptions in an AI cross-selling Decision. Select to expand.

AI support. Human judgment.

AI support. Human judgment.

Review the understanding

Confirm what kAI has understood before moving forward.

Review the understanding

Confirm what kAI has understood before moving forward.

Review the understanding

Confirm what kAI has understood before moving forward.

Inspect the substance

Examine and edit the components behind the recommendation.

Inspect the substance

Examine and edit the components behind the recommendation.

Inspect the substance

Examine and edit the components behind the recommendation.

Own the decision

People assess the evidence, accept the assumptions, and make the call.

Own the decision

People assess the evidence, accept the assumptions, and make the call.

Own the decision

People assess the evidence, accept the assumptions, and make the call.

KANGAROI kAI

See kAI at work on a case like yours.

Talk to us about the proposals your team prepares and where they need stronger reasoning, evidence, or review. Explore how kAI could help.