Sector C · MSP Vertical

Microsoft 365 License Optimizer

Enter client's M365 license inventory. AI finds unused seats, license over-provisioning, opportunities to downgrade SKUs, and calculates monthly savings — with the exact steps to execute.

See it work

Watch a sample run end to end: your input goes in, the agent workforce does the work, and a branded result comes back. Sample data shown for the demo.

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1Reading your data

2Cross-checking sources

3Running the challenge loop

4Building the output

What You'll Receive

M365 License Optimization

claude

How to Get the Best Results

1
Richer input = sharper output. Paste real data rather than generic placeholders — the AI reasons on specifics, not hypotheticals.
2
Each run is a fresh analysis. If the first result isn't exactly right, refine your input and run again — small wording changes can shift the quality of the output meaningfully.
3
Fill every field you can, not just the required ones. Optional fields guide the AI toward your specific context, removing generic assumptions.

KAIRO Operating Layer

What should Microsoft 365 License Optimizer help you move right now?

This tool is not a single prompt. It is a KAIRO operating lane designed to separate evidence from noise and show the recommendation, then package the result into a usable business artifact.

Mission: Turn MSP and service-operator context into a client-ready plan with owners, risk, and next steps.

Boardroom Assignment

LeadOwn the Analysis mission and keep the output tied to the user goal.

SpecialistExecute the tool-specific work for Microsoft 365 License Optimizer with concrete, non-generic detail.

ScoutCheck timing, signal quality, data gaps, and outside context from claude.

CriticChallenge weak assumptions, missing inputs, compliance risk, and anything that is not ready for action.

Input Intelligence

Client name

required

Use a specific role, offer, ICP, or business constraint.

M365 license inventory

required

Paste real notes, transcript, account context, or current copy. Dense input beats generic prompts.

Run Plan

1Read the missionKAIRO normalizes your inputs, identifies the operating lane, and frames the job as separate evidence from noise and show the recommendation.
2Pull the intelligenceThe run checks CLAUDE and uses the available context without asking you to browse a separate tool stack.
3Assemble the boardroomA lead, specialist, scout, local reasoning lane, and critic each own a different failure mode before the output reaches you.
4Produce the artifactThe output is shaped into M365 License Optimization.

Quality Gates

Specificity gate

Rejects generic advice and forces the result to reference the account, buyer, workflow, or constraint you provided.

Actionability gate

Every recommendation must become a next move, message, owner, score, risk, or decision point.

Confidence gate

Separates strong signals from assumptions so you know what is safe to act on.

Example Missions

Fast run

Client name: Johnson Law Group

High-context run

Add the buyer, trigger, current state, and what you want KAIRO to produce next.

Boardroom run

Use this when the output will influence a customer, campaign, deal, or executive decision.

Next Actions

Copy the strongest asset

Use the most actionable section from Microsoft 365 License Optimizer as your email, brief, scorecard, playbook, or internal note.

Package the board artifact

Export the PDF or deck when the output needs to travel to a stakeholder or become part of a client file.

Chain into the next tool

Use the result as input to scoring, sequencing, forecasting, or another field-specific tool instead of starting over.

Deliverable Studio

Report and deck templates for this tool

1 sections4 fields mapped1 sources

PDF Report

Board-ready report · 7 pages

executive snapshotsource appendixapproval controls

PowerPoint Deck

Executive deck · 8 slides

speaker notesdecision askworkflow handoff

Input

Client name*

M365 license inventory*

Sign-in required · 10 runs / min