McTaba Labs logo
Software EngineeringThe WhiteboardProjectsEventsMasterclassesWebinarsLearn
Book Call

500+ developers already in the community

Get answers, find accountability partners, and stay ahead

Join Discord →
McTaba Labs logo

Educating 1 million students in tech by 2030.

Programs

  • HighSchool Graduates Launchpad
  • AI & Business Automation
  • Corporate Training
  • McTaba Story & Mission
  • Full-Stack Curriculum
  • Course Pricing & Plans
  • Frequently Asked Questions

Resources

  • Join Discord Community
  • Tech Events in Nairobi
  • Masterclasses
  • Free Resources
  • Learn
  • Campus
  • Africa Tech Talent Report
  • Partner With Us
  • Start a Project
  • Our Work

Contact Us

  • 124 Manyani East Road, Lavington, Nairobi
  • +254727795603
  • Book a Discovery Call

Office Hours:

Mon-Fri: 9am - 2pm EAT

Sat: 10am - 12pm EAT

© 2027 McTaba Labs - A product of Edtech Industries. All rights reserved.

Privacy PolicyTerms of ServiceRefund Policy
  1. Learn
  2. Paystack for African Developers
  3. Embedding Payment Actions in an AI Customer Service Workflow
Bonaventure OgetoBy Bonaventure Ogeto|Updated July 22, 2026

Embedding Payment Actions in an AI Customer Service Workflow

Tiered tool design: Tier 1 (auto-execute): get_transaction, get_subscription_status, list_customer_payments — safe to run without human review. Tier 2 (require human confirmation): initiate_refund, cancel_subscription, create_payment_link for existing debt — agent proposes, human approves, agent executes. Never let write tools auto-execute in a customer service context. Confirmation can be a Slack approval message, admin UI queue, or explicit customer "confirm" reply in the same chat thread, depending on the action's reversibility.

Tiered Tool Design for Customer Service

// Tier 1: auto-execute (read-only)
var readTools = [
  { name: 'get_transaction', description: 'Get transaction details by reference.' /* ... */ },
  { name: 'get_subscription_status', description: 'Check subscription status.' /* ... */ },
  { name: 'list_recent_payments', description: 'List customer's recent payments.' /* ... */ },
];

// Tier 2: require approval (write operations)
var writeTools = [
  {
    name: 'request_refund',
    description: 'Request a refund for a transaction. Queues for human approval — does not execute immediately.',
    input_schema: {
      type: 'object',
      properties: {
        transaction_reference: { type: 'string' },
        reason: { type: 'string' },
        amount: { type: 'number', description: 'Amount in kobo. Omit for full refund.' },
      },
      required: ['transaction_reference', 'reason'],
    },
  },
  {
    name: 'request_subscription_cancellation',
    description: 'Request cancellation of a subscription. Queues for human approval.',
    input_schema: {
      type: 'object',
      properties: { subscription_code: { type: 'string' }, reason: { type: 'string' } },
      required: ['subscription_code', 'reason'],
    },
  },
];

// Execute write tools — always queue, never execute immediately
async function executeWriteTool(toolName, input, customerId, agentSessionId) {
  var requestId = await db.pendingActions.insert({
    tool: toolName,
    input,
    customer_id: customerId,
    agent_session_id: agentSessionId,
    status: 'awaiting_approval',
    created_at: new Date(),
  });

  // Notify human team via Slack
  await sendSlackMessage({
    channel: '#support-approvals',
    text: 'AI refund request from customer ' + customerId + ': ' + JSON.stringify(input),
    blocks: [
      { type: 'section', text: { type: 'mrkdwn', text: '*Action:* ' + toolName + '
*Params:* ' + JSON.stringify(input) } },
      {
        type: 'actions',
        elements: [
          { type: 'button', text: { type: 'plain_text', text: 'Approve' }, value: requestId, action_id: 'approve_action' },
          { type: 'button', text: { type: 'plain_text', text: 'Reject' }, value: requestId, action_id: 'reject_action', style: 'danger' },
        ],
      },
    ],
  });

  return { status: 'queued', requestId, message: 'Your request has been submitted and will be processed within 2 business hours.' };
}

When the human approves via Slack, your Slack webhook handler executes the actual Paystack API call and updates the customer.

Learn More

See human-in-the-loop design for AI payment operations for the broader framework.

Sign up for the McTaba newsletter

Key Takeaways

  • ✓Read tools (lookup, status check) can auto-execute. Write tools (refund, cancel, charge) need human confirmation.
  • ✓Build an approval queue — agent proposes action, human approves or rejects, agent executes only after approval.
  • ✓Log every proposed and executed action with the agent session ID and the human who approved.
  • ✓An AI that auto-refunds is a liability — even one wrong refund erases the cost savings of automation.
  • ✓Out-of-band confirmation (Slack DM to team) is more secure than in-chat confirmation.

Frequently Asked Questions

What if the customer asks for a refund urgently and cannot wait for human approval?
Set an auto-approve threshold: refunds below NGN 2,000 from verified good-standing customers can be auto-approved and executed immediately. Above the threshold, human review is required. Log both auto-approved and human-approved actions the same way. Make the threshold a configuration constant, not something the AI can change.
Can the AI cancel a subscription without human approval?
No — subscription cancellation is irreversible (the customer loses access) and has revenue impact. Always route to human approval. The AI can confirm the cancellation request was received and provide an expected timeline. This is also a churn-save opportunity: a human reviewing the cancellation request can offer a discount or alternative plan.
How do I connect the Slack approval button back to the Paystack refund execution?
Slack sends a payload to your interactivity URL when a button is clicked. Parse the action_id and value (request_id) from the payload, look up the pending action in your database, and execute the Paystack API call. Update the Slack message with the outcome. This is your human-in-the-loop execution loop — it requires a webhook endpoint for Slack interactivity on your server.

Learn Paystack Integration

KES 2,999

The definitive guide to building payment systems with Paystack — from your first transaction to production-grade payment infrastructure across Africa. 9 modules, 47 lessons. Free preview available.

Start Paystack Course

Not ready? Create Free Account

Keep reading

Paystack AI Agents and the MCP Server: The Complete Guide

A comprehensive guide to building AI agents that interact with Paystack through the Model Context Protocol (MCP) server. Covers connecting the MCP server to Claude Code, querying transactions with natural language, building payment support chatbots, AI-assisted reconciliation, agentic payouts with safety rails, secret key security, human-in-the-loop design, prompt injection risks, and audit trails for AI-initiated financial actions.

Read more

RAG Over Your Payment Documentation and Transaction History

RAG lets an LLM answer questions grounded in your actual Paystack docs and transaction history instead of its training data. "What does this error code mean?" retrieves from your embedded docs. "What happened to transaction X?" retrieves from your transaction store.

Read more

Agentic Payouts: Safety Rails You Must Build First

An AI agent that can trigger Paystack transfers needs guardrails that a human operator does not. Build these safety rails before you give any agent access to POST /transfer — or you will build them after the first incident.

Read more

Building a WhatsApp AI Sales Agent That Takes Payment

A customer messages your WhatsApp number: "I want the premium plan." The AI agent replies with the price, confirms, and sends a Paystack payment link — all without a human operator. Here is how to build it.

Read more

Paystack Integration Guides by Language and Framework

A complete directory of Paystack integration guides organized by programming language and framework. Each guide covers accepting payments, verifying transactions, handling webhooks, and building subscriptions in your specific stack.

Read more

Explore related topics

M-Pesa & African Stack

M-Pesa Daraja API tutorials, USSD development, and WhatsApp Business API guides. The African Stack that global bootcamps do not teach.

Learn to Code in Kenya

Everything a Kenyan needs to know before writing their first line of code. Career paths, real costs, hardware requirements, and honest answers about what it takes.

Learning to Code

Roadmaps, language guides, and practical advice for learning to code and launching a programming career.

Breaking Into Tech

Practical, no-nonsense guides for anyone looking to start or change their career in tech. From choosing your first language to acing interviews.

The African Stack: Skills for This Market

The skills that make Kenyan developers hard to replace: M-Pesa, USSD, WhatsApp, fintech, and building for the African market.

Bonaventure Ogeto

Bonaventure Ogeto

Founder, McTaba Labs

Bonaventure is the founder of McTaba Labs, a coding bootcamp in Nairobi, Kenya. He has spent years building products for the African market and mentoring the next generation of developers across the continent.