Is AI Reliable? I Tested Several Tools to Find Out

This year, we faced several sudden tariff adjustments. Our reliable Asian suppliers raised their prices, and our profit margins were crushed. We had to stop working with them and start over—looking for new sourcing channels. Under this pressure, I realized: the traditional manual way of comparing suppliers was no longer enough. I needed AI tools to speed up the process and improve accuracy.

So, I tested a few popular procurement AI platforms. I wanted to answer one question: Can they really help me choose the right supplier?

1. Scoring systems help quickly rule out risky suppliers

Tools like TealBook and SupplyHive analyze supplier data—delivery records, customer feedback, ESG performance—and generate a score. What I found most helpful was: I could see the supplier scorecard right on the list view. It made early-stage screening much easier.

That said, even the best scoring models can't replace human judgment. Sometimes, a supplier with a high score just isn't right for a very specific product line or market.

2. Vague input tests the system's real understanding

Often, the problem isn't that I "can’t choose," but that I don't know how to describe what I want. For example:

• Sometimes a client sends me just a picture and asks me to find "something like this."
• Sometimes I have a rough idea of a part number, but can't type the exact keyword.
• Sometimes I just want the system to show me a few "possible options," not ask me to fill 10 filter fields right away.

That's when I tried a lightweight tool called Accio. It doesn't support complex PDF or contract analysis yet, but it works surprisingly well with natural language and image-based input. More importantly, it recommends certified suppliers that match your description, along with scores, transaction history, and detailed product encyclopedia-style info.

It felt less like a search box and more like a smart assistant for sourcing.

3. Lightweight views make decisions faster

Here's another thing I liked: more and more platforms are showing supplier info in a card-style view. Just like product cards, they show delivery rate, score, key clients, and product strengths—all in one place. I don't need to click into full pages to make a quick judgment.

This design really helps people like me, who have to handle multiple sourcing tasks in one day. The info is clear. The decisions are faster.

4. Tools aren't replacements—they're accelerators

Here's my biggest takeaway: these tools aren't meant to make decisions for me. They help me eliminate the wrong ones faster, focus on the promising ones, and dig deeper where it's worth it.

• Scoring systems help spot red flags and assess risks early.
• Input support tools reduce confusion and structure requests better.
• Card-based views present supplier data in a clean, quick-to-read format.

But in the end, real decisions still depend on me—my understanding of the project, the communication style, and past experience with partners.

A quick question for you

Have you ever had a hard time describing what kind of supplier you needed? Or have you tried any tools that actually made sourcing easier?
Leave a comment and share your experience—your method might help someone who's still overwhelmed.