Your Workers Lose 32 Minutes Every Shift Searching for Answers. Here's What That Costs You.

It's 6:40 AM on the production floor. A machine operator is standing in front of a CNC lathe, wondering what torque value a fastener needs. The answer exists — it's on page 47 of a PDF manual that lives in a folder on a shared drive, or maybe in a photo on the maintenance engineer's phone. The engineer doesn't start until 8.

So the operator does what everyone does: guesses, waits, or walks across the facility to ask someone. Multiply that moment by every worker, every shift, every day.

The hidden cost of "just asking around"

Research shows that production workers spend an average of 32 minutes per shift simply searching for information. Not producing. Not maintaining. Searching.

In a facility with 100 employees, that adds up to roughly 15,000 man-hours per year — the equivalent of about $450,000 in lost productivity. That's seven full-time salaries spent on hunting down torque specs, alarm codes, and procedure steps that your company already documented.

The problem isn't a lack of information. Most manufacturers have manuals, work instructions, maintenance records, and quality procedures. The problem is that this knowledge is buried — scattered across folders, binders, and the heads (and phones) of a few experienced engineers. When those people are busy, on leave, or gone, the knowledge goes with them.

The questions are simple. Finding the answers isn't.

Listen to what frontline workers actually ask during a shift:

• "What should this torque be in Nm?"
• "What does the E-203 alarm mean?"
• "What's the changeover procedure for this product?"
• "When was this machine last serviced?"

None of these are hard questions. Every one of them has a documented answer. Yet each one can stall a worker for five, ten, twenty minutes — and sometimes stall a machine along with them.

Badi: answers in seconds, in the browser

Badi is an AI assistant that answers your workers' operational questions in seconds — using your company's own documents. Manuals, work instructions, maintenance records, quality procedures: Badi reads them all and turns them into instant answers.

And it does this directly in the browser — accessible to your workers on any device.

That last part matters more than it sounds. Most digital tools fail on the factory floor for the same reason: adoption. A new app means downloads, logins, training sessions, and resistance. With Badi, there is nothing to learn. A worker sends a message the same way they'd text a colleague, and gets an accurate answer back — with a reference to the source document.

No app. No training. No IT project.

Deploying software in a manufacturing environment usually means months of IT integration. Badi doesn't:

• No app to install — it runs entirely in the browser
• No training needed — if your team can send a text, they can use Badi
• No IT integration — setup takes about one hour: you share your documents, and Badi is ready to answer

The bottom line

Your team's knowledge already exists. It's just trapped in folders and in a handful of people's heads. Badi frees it — and puts it in every worker's pocket, exactly where they already are.

Because the most expensive question in your facility isn't the one that gets asked. It's the one that takes 32 minutes to answer.

Want to see Badi answer questions from your own documents? Setup takes an hour. Get in touch for a demo.