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Why AI for Steel Traders is the Key to Your Margin

  • Writer: Atishay Jain
    Atishay Jain
  • Nov 5
  • 6 min read
ai for steel traders



Hi, I’m founder of Mavlon I spend my days talking to people who move metal for a living. And the most successful steel traders I know are all running into the same, expensive wall.


It’s not a problem with your suppliers. It’s not a problem with your customers.


It’s a problem with speed.


You're a steel trader. Your entire business is a high stakes race. Your margin isn't just in the metal; it's in the information. You win by knowing your cost, your freight, and your customer's need faster and more accurately than the next guy.


So, why is your most critical process still painfully manual?


You know the drill. A complex, multi line RFQ lands in your inbox from a new customer. It's not a standard webshop order. It's messy. It's 20 lines of different grades, specs, and quantities.


Your OCI and EDI pipes can't handle it. This is a "hands on" job.


What happens next? Your best trader—your most expensive, experienced employee—stops trading and becomes an administrator.


They open the PDF. They open five different spreadsheets from five different mills. They open your ERP to check your landed cost on a similar deal from six months ago. They open three different logistics portals to get a freight estimate.


This "30-Minute Shuffle" to build a single, accurate quote is the bottleneck that is silently killing your business.


While you're busy digging, your competitor (who is using AI for steel traders) has already run the numbers, sent the quote, and won the deal.


This isn't a "nice to have" problem. It's a fundamental threat to your business model. It's time to stop letting your best people do a robot's job.


The Real Cost of Your Manual Quoting Process


You might think this manual work is just the cost of entry. It's not. It's a massive, hidden tax on your profitability. The reason AI for steel traders is so crucial is because it solves these expensive problems.


1. The "Speed to Quote" Problem


In the trading world, the first valid quote often wins. If it takes your team 30 minutes (or worse, 3 hours) to build a complex quote, you're not just late; you're out of the game. Your competitor, using an AI agent, can analyze the RFQ, check 10 supplier feeds, and generate a margin protected quote in under 60 seconds. You can't compete with that speed manually.


2. The "Margin Risk" Problem

This is the big one. Steel prices are volatile. The price you get from a mill at 9 AM might be different at 11 AM.


Your trader quotes a customer based on a price from yesterday's spreadsheet. The customer accepts. The trader goes to book the order, and the mill's price has jumped 3%.


Congratulations, you just won a deal and your entire margin was vaporized.


A manual process is too slow to keep up with a volatile market. You are constantly at risk of quoting on bad data. AI for steel traders isn't just about being fast; it's about being accurate right now.


3. The "Sourcing Bottleneck" Problem


That complex, 20-line RFQ probably needs to be sourced from three different mills in two different countries.

Your trader now has to manually:

  • Send RFQs to all three mills.

  • Wait for their (slow) email replies.

  • Manually compare the prices, lead times, and freight costs.

  • Calculate the optimal way to blend the shipment.


This is complex, high-level analysis that is slow and prone to error. An AI agent can do this analysis, compare all variables, and find the most profitable sourcing path in seconds.


4. The "Expert" Problem


You have one or two senior traders who just know the market. They have the "gut feel." They know which supplier to call for a weird spec. They remember the margin on a deal from last year.


What happens when they're on vacation? Or sick? Or (worst of all) they quit and go to your competition?


Your company's most valuable IP walks out the door.


An AI agent for steel traders is the solution. It captures this "gut feel." It learns from every deal, every quote, and every supplier, creating a centralized brain for your entire operation. It turns your expert's knowledge into a company asset.


What is an AI Agent for Steel Traders?


Let's be clear. This is not ChatGPT. You can't just paste a complex RFQ into a public chatbot and ask, "What's the price?" That's a toy.


A true AI agent for steel traders is a professional, secure platform designed for your specific workflow. It's a "Trading Copilot" that plugs into the systems you already use.


Its job is to eliminate the "30-Minute Shuffle" and give your traders superpowers.


Here’s how it works:


Step 1: The AI Ingests the RFQ

A customer emails a complex, 20-line PDF RFQ. The AI instantly reads and understands it. It doesn't just see text; it sees part numbers, grades, specs, and quantities.


Step 2: The AI "Translates" the Request

The AI immediately does the "Article ID Mapping" we've talked about. It translates the customer's language ("structural beam, 200x6000") into your internal part number ("SKU #13391"). This is the critical first step.


Step 3: The AI Runs the Sourcing Scenarios

This is the part that changes the game. Your trader doesn't have to open five spreadsheets. The AI instantly queries all your data sources at the same time:

  • Your ERP: "Do we have this in stock? What's our cost?"

  • Your Contract Prices: "What's our locked-in rate from Mill A?"

  • Live Supplier APIs: "What's the spot price from Mill B and Mill C right now?"

  • Logistics Data: "What's the real-time freight cost from each of those mills?"


Step 4: The "Decision Dashboard" (The Money Maker)

The ai agent for steel traders doesn't just dump this data. It synthesizes it into a simple decision dashboard for your trader. It presents clear, profitable options:

  • Option 1 (In Stock): 20% margin, 1-day lead time.

  • Option 2 (Source from Mill A): 18% margin, 4-week lead time (factoring in freight).

  • Option 3 (Source from Mill B): 16.5% margin, 3-week lead time.


Step 5: The "Margin Guardrail"

The AI also provides a warning: "This customer's target price is below your 12% margin floor for this deal." It stops your team from making unprofitable decisions in their rush to win.


Step 6: The "One-Click Quote"

Your trader, who is now a strategist, not a data clerk, looks at the options. They choose Option 2. They click "Generate Quote." The AI instantly creates the professional PDF, on your letterhead, with the correct price and lead time, ready to send.


The entire 30-minute process is now a 30-second decision.


This Isn't Just "Faster." It's a New Business Model.


You are no longer just competing on price. You are competing on intelligence and speed.


An AI agent for steel traders gives you three new advantages:


1. You Protect Your "Spread"


Your entire business is the spread between your cost and your price. A manual process in a volatile market means your spread is always at risk. An AI that queries live prices on every single quote means your spread is always protected. You are quoting with perfect, real-time information.


2. You Win the "Long Tail"


The "other 20%" of complex deals is often called the "long tail." It's messy, but it's high-margin. Most of your competitors are too slow or too lazy to quote it profitably. Your AI agent turns this messy, high-margin work into a simple, high-speed process. You can now profitably dominate the 20% of the market that everyone else finds "too hard."


3. You Scale Your Traders, Not Just Your Admins


This isn't just about saving an admin's salary. This is about making your traders more productive. If your best trader can handle 5x more complex quotes per day, you don't just save money. You 5x your revenue-generating capacity without 5x'ing your payroll.


"But We're a Tech-Savvy Trader. We Can Build This."


This is the most common objection I hear from smart founders. "We have an IT team. We have engineers. Why pay you?"


It's a fair question. The answer isn't about can't. It's about shouldn't.


  • Focus & Opportunity Cost: Your engineers are geniuses, but are they geniuses at building your core trading platform and customer portals? Or are they specialized AI researchers? Building a platform like this is a massive 18-month distraction from your core business. This is all we do.

  • Speed-to-Market: You can have this competitive advantage this quarter by using a platform like Mavlon. An internal build means you're still in meetings while your competitor is stealing your customers.

  • The AI Arms Race: AI is not "set it and forget it." New, better, faster, cheaper AI models are released every single month. An internal tool is obsolete the day it launches. A subscription to a dedicated AI agent for steel traders means you get continuous R&D. You are outsourcing the R&D headache and guaranteeing you always have the best engine.


Let your team focus on your core. Let us provide the specialized AI layer that makes them faster and more profitable.


The Future of Steel Trading


The future of AI for steel traders isn't some far-off dream. It's the new minimum standard for competing.


The traders who rely on manual processes, spreadsheets, and "gut feel" in a volatile market are going to get crushed by the traders who are leveraging real-time data and AI-driven insights.


Your ERP is your system of record. Your webshop is your high-volume pipe. This AI agent is your high-margin decision engine.


At Mavlon we are building this "Trading Copilot." If you're tired of losing deals because you were too slow, or winning deals but losing your margin, let's talk.

Stop the shuffle. Start deciding.


 
 
 

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