Per-Endpoint Margin Optimizer
Enter actual support hours per client endpoint. AI dynamically identifies which clients are consuming more margin than their contract allows — and generates the repricing proposal to fix it.
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.
What You'll Receive
- Per-Client Margin Analysis
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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 Per-Endpoint Margin 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
Input Intelligence
Client endpoint and support data
requiredPaste real notes, transcript, account context, or current copy. Dense input beats generic prompts.
Target gross margin per client
requiredUse the real number, even if rough. Ranges are less useful than a working estimate.
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 Per-Client Margin Analysis.
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.
Human approval gate
Flags regulated, customer-facing, financial, or irreversible recommendations for human review before execution.
Example Missions
Fast run
Client endpoint and support data: Johnson Law: 47 endpoints, $66/ep/mo contract, 142 support hrs last quarter MedCare: 28 endpoints, $72/ep/mo, 38 support hrs last quarter ABC Retail: 22 endpoints, $58/ep/mo, 201 support hrs last quarter
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 Per-Endpoint Margin 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
Input
Sign-in required · 10 runs / min