Requirements, Permissions and Approval Design for NGOs Deploying Robo Claw in Tourism and Exchange Operations
This article turns the target operations decided in the Discover step into specifics: the scope of target regions, programs, participant categories and inquiry types; Agent/Skill/Tool/Tool Policy; classification of traveler, participant, guardian, health and location data along with booking, fee and donation information; read/write permissions; separation from participant selection, booking, fee and refund decisions; separation from departure, safety, medical and accessibility decisions; separation from passport and visa decisions; external transmission and publication; coordination with external regional operators, SaaS, APIs and specialists; secret management; division of responsibility among headquarters, local offices, regional operators, guides and volunteers; logs and audit trails; prevention of duplicate execution, duplicate bookings and misdirected transmissions; and KPIs.
Who This Is For
Who This Is For
This is intended for tourism and exchange program directors, safety management leads, accessibility leads, personal data protection officers and board members who have already decided the target operations in the Discover step.
What You'll Decide
What You'll Decide in This Step
In the Refine step, you document the scope of target regions, programs, participant categories and inquiry types, the classification of the data handled, the systems to connect to, read/write permissions, approval conditions, the division of responsibility among headquarters, local offices, regional operators, guides and volunteers, and KPIs.
Industry Challenges
Challenges Specific to NGO and Nonprofit Tourism and Exchange Operations
Data classification is not sufficiently worked out
In many cases, it is not yet clear which classification traveler and participant health information or location data falls under, or how far it can be used.
Rules for the division of responsibility among headquarters, local offices, regional operators, guides and volunteers are not in place
The scope of information sharing and who approves it under partnership agreements or outsourcing contracts is sometimes left unwritten.
The roles of staff versus volunteers and outside specialists are unclear
Operations sometimes run without a clear division of roles between full-time staff, volunteer guides, and outside medical or accessibility specialists.
Where accountability sits is unclear
In many cases, who ultimately bears accountability for results based on AI agent output has not been worked out.
Method
Implementation Steps
1. Organize As-Is/To-Be
Compare the current tourism and exchange operations flow against the flow you're aiming for after Robo Claw is deployed.
2. Define target regions, programs, participant categories and inquiry types
Clarify the scope of the target activity regions, tourism and exchange programs, participant categories, and inquiry types.
3. Design Agent, Skill and Tool
Design the role of the Agent needed for the target operations, the Skill for the operating procedures, and the scope of the Tool that operates systems.
4. Confirm how traveler, participant, guardian, health and location data are handled
Organize the input source, update method and accuracy-verification method for each type of data.
5. Confirm the purpose of use, legal basis and consent for personal and sensitive information
Confirm whether traveler and participant personal information and health information is handled, and confirm the purpose of use, the individual's consent, guardian consent, and legal basis.
6. Design Tool Policy and read/write permissions
Define as Policy which operations the Tool may perform (read/write, Allow/Deny) and whether external transmission and booking confirmation are permitted.
7. Confirm separation from participant selection, booking, fee and refund decisions
Confirm that selection, booking, fee and refund decisions are designed to go through review by a specialist or responsible person.
8. Confirm separation from departure, safety, medical and accessibility decisions
Confirm that the final decision on whether to proceed with the activity, and on safety and medical/accessibility fit, is designed to go through review by the safety management lead or a specialist.
9. Confirm separation from passport/visa decisions and from donation, expenditure and budget-execution decisions
Confirm that final decisions on passports and visas, and the finalizing of donations and expenditures, are kept separate from the AI's scope of automation.
10. Confirm the division of responsibility among headquarters, local offices, regional operators, guides and volunteers
Based on partnership agreements and outsourcing contracts, confirm the data-sharing scope and approval process with the parties involved.
11. Define human approval and responsible-person confirmation
Define who approves results based on the output, and who to escalate to when a departure, safety or medical decision is needed.
12. Define logs, retention period, duplicate-execution/duplicate-booking prevention and KPIs
Define the scope and retention period of operation logs and audit trails, measures to prevent duplicate execution, duplicate bookings and misdirected transmissions, and the KPIs used for measurement.
Data & Systems
Data and Systems Used
Human-in-the-loop
Where Human Approval Is Required
- Clarify, by role, who reviews output that leads to participant selection, booking, fee or refund decisions
- Get confirmation from the personal data protection officer and safety management lead on the scope of personal information, health information and location data handled
- Clarify who approves output involving transmission to travelers or regional operators, or publication on the web or social media
- Get approval from the operations director for permission grants that span staff, local offices, volunteers and specialists
Measurement
KPI
In the Refine step, you define candidate KPIs to be validated in Build & Validate.
Target level for initial inquiry-classification time
The target time for the initial classification of an inquiry
Lead time to approval
The time from output creation to human approval
Number of detected permission deviations/possible duplicate bookings
The number of operations detected that exceed the defined permission scope, or possible duplicate bookings
Checklist
Requirements Definition Checklist
- The scope of target regions, programs, participant categories and inquiry types (in scope and out of scope) is documented
- Input data and output (candidate review items, draft guidance text, draft reports, etc.) are defined
- The classification of the data handled (traveler information, personal information, health information, location data, etc.), purpose of use, individual consent, guardian consent and legal basis are confirmed
- Access permissions are defined separately for read and write
- The division of responsibility (data-sharing scope, approval process) among headquarters, local offices, regional operators, guides and volunteers is confirmed
- The permission separation among staff, local offices, volunteers and specialists is defined
- Escalation destinations and flows to the operations, safety, accessibility and personal data leads are defined
- Where accountability sits for results based on output usage is defined
- The retention scope and period for operation logs and audit trails, and measures to prevent duplicate execution, duplicate bookings and misdirected transmissions, are defined
- The KPIs used for measurement are defined
Pitfalls
Common Pitfalls
Skipping confirmation of data classification
Proceeding without confirming data classification causes major rework later on how traveler and participant health information and location data are handled.
Leaving approvers ambiguous
Assigning approvers by individual name rather than by role causes operations to stall when there is a personnel change or a volunteer changeover.
Not putting where the final decision sits in writing
The division of responsibility needs to be put in writing so that AI output is never treated, as-is, as the booking, departure or safety decision.
FAQ
Frequently Asked Questions
Who should take part in the requirements definition?
We recommend that, at minimum, the tourism and exchange program director, safety management lead, accessibility lead and personal data protection officer take part. Where medical or legal issues are involved, review by an outside specialist is also needed.
What is Tool Policy?
It is a set of rules that puts in writing the scope of operations a Tool may perform (read/write, whether external transmission is allowed, whether booking-confirmation processing is allowed, etc.). Robo Claw designs a Tool Policy for each operation.
How finely should permission separation be designed?
At minimum, we recommend separation across the four categories of headquarters staff, local offices, regional operators and volunteers. If the number of regions or languages grows, also consider separation by region or by language.
How is prevention of duplicate execution and duplicate bookings designed?
It is designed by combining an execution ID, an idempotency check, and final human confirmation so that the same booking is not generated or executed more than once. Details are explained in the Build & Validate and Deploy & Operate articles.
Let's organize your requirements, permissions and approval design together.
We review target regions, programs, data classification, division of responsibility and the approval structure, and discuss requirements definition on the official landing page.