Step-by-Step Guide for Implementing AI Chatbots for Procurement
AI chatbots like Copilot, ChatGPT, and Gemini are more than a novelty. Manufacturing procurement teams are using these low-cost tools to analyze supplier quotes, prepare for supplier negotiations, developing category strategies, and speed up daily work.
But most teams don’t know how to get started.
Here’s a step-by-step guide for purchasing leaders to implement AI chatbots into procurement workflows – without waiting for IT or a big software project.
Step 1: Pick a High-Friction Use Case
Don’t start with “transform procurement.” Start with annoying and repetitive tasks.
Good initial use cases:
- Writing/editing emails
- Gathering information on potential suppliers
- Identifying current market trends
- Categorizing expenses
- Summarizing stakeholder Input
Focus first on tasks that cost time but require low judgment.
Step 2: Set Clear Rules for Using Chatbots
All AI chatbots have ways to block the use of uploaded data to train the language models behind them, but these rely on the chatbot providers to follow through on their promise.
Because procurement teams deal with sensitive data (supplier agreements, spend data, quotes, etc.), best practices are to anonymize any and all information provided to the chatbots, including:
- Prompts providing context and instructions to the chatbots
- Documents and files uploaded to the chatbots for analysis
Another important to protect against is the tendency for Chatbots to “hallucinate” (provide factually wrong information). Best practices are to require human review of all statements and facts for accuracy.
Purchasing leaders should ensure that clear policies are in place for using chatbots and the procurement team is educated on them.
Step 3: Start with a Free AI Chatbot
If your company doesn’t already have an enterprise subscription to one of the AI chatbots, start with the free consumer versions of Copilot, ChatGPT, or Gemini.
All three now allow users to search the web, upload documents, and analyze Excel files without a paid subscription (although daily usage is limited without a subscription).
Procurement teams are using these to:
- Draft outreach emails in their tone of voice
- Summarize key points from a document or supplier presentation
- Identify information they should gather to prepare for a supplier negotiation
- Assessing supplier risks
- Identifying cost savings opportunities
Step 4: Create Prompt Templates
Create a list of example prompts for common procurement tasks that have been proven to work.
The following articles on APD’s website are a good starting point:
- Using AI Chatbots to Identify Potential Suppliers
- Using AI Chatbots to Deliver Purchasing Cost Savings
- Using Chatbots For More Effective Negotiations
- Three ways you can use AI to speed up your nearshoring initiative
Step 5: Track and Share Wins
Encourage the team to share their wins and best practices. AI chatbots are constantly evolving, so best practices and useful tips are continually introduced.
Designate someone on your team to be the point person for collecting wins and broadcasting them to the entire team.
Have them summarize the use cases, specific prompts, and business impacts into a document that can be updated regularly.
Bottom Line
You don’t need a big IT project to start using ChatGPT. All you need is a browser, a clear use case, and a few prompt templates.
Start small. Train your team. Broaden usage based on real impact.
Want help getting your team up to speed on using AI Chatbots? Learn about our AI Chatbots for Purchasing short course and register for an upcoming cohort.
APD offers a wide range of insightful resources, including expert-led training, on-demand webinars, and blogs on leveraging AI for purchasing!