• Skip to main content

    Company Announcements

    SMU Profile: Emanate AI CEO Kiara Nirghin on using AI to transform the steel industry

    Written by Ethan Bernard


    AI has gone from science fiction to everyday reality in what seems like the blink of an eye. And now it’s working its way into every corner of business, and the steel industry is no exception. At Steel Summit 2026 in Atlanta last month, Kiara Nirghin, founder and CEO of Emanate, spoke about Emanate’s work in the steel industry. Recently, SMU had a chance to sit down with her to talk about the company and how AI is integral to the future of steel.

    First, while many people may be familiar with more general tools like Gemini or ChatGPT, San Francisco-based Emanate is different.

    “We essentially build AI agents that run the entire commercial side of industrial material and steel companies,” Nirghin said. “So, one of the ways we do that is we handle everything coming into a commercial inbox.”

    She said the company also is able to help manage and grow existing accounts and find new revenue across a customer base.

    Diving deeper

    This is a crucial time for the US. “Steel is at the center of reindustrialization of the US and all reshoring efforts,” Nirghin said.

    While much of the steel industry’s focus is on new plants and facilities, Nirghin said commercial operations are also critical to growth through winning new business, improving pricing, and optimizing product mix.

    “Every chip fab, every data center starts on the commercial side of a steel company or industrial material company,” Nirghin said. “That cannot happen unless Emanate exists. It exists to serve them.”

    She noted a lot of innovation has happened in the back office for these companies. “Nobody has looked at the front office most of the time because it was just never possible to consolidate all this data in this way before AI.”

    And Emanate comes with a hands-on commitment to get up and running. “Emanate strategists and engineers will work side by side with your commercial team, commercial SMEs, or an IT team to deploy.”

    Available now, getting better

    There might have been a feeling in the steel industry that AI seemed interesting, but practical applications remained always right around the corner. Nirghin was adamant that what Emanate can do is applicable now, and improving all the time.

    She quipped that, “The models are the worst now they will ever be, and so they will only keep getting better from now on and for years to come.”

    Jokes aside, she was quick to point out that, “We can analyze complex grades, specs, and types of materials. That is where we are right now. So getting Emanate now means we get smarter with you and your business, but you also build that intelligence faster than anyone.”

    And she added that the models are good enough right now to perform human-level action and actually grow your company on the commercial side.

    Moving forward

    Nirghin cautioned that taking a wait-and-see approach to AI is not standing still but being left behind.

    “Doing nothing isn’t neutral in this market,” she said. “Maintaining revenue in your commercial operations the way you do today is essentially supporting declining growth.”

    She went further, saying that the risk of not working with a company like Emanate and deploying AI in commercial operations is very real. She gave the example of improving efficiency in steel pricing where AI can analyze data, run simulations, develop potential solutions, and help companies implement them quickly.

    “If everybody in the industry is growing with superpowers and you’re not, you’re inherently not going to win,” Nirghin said.

    Ethan Bernard

    Read more from Ethan Bernard

    Latest in Company Announcements

    SSAB Americas sees strong US demand despite Q3 maintenance

    SSAB Americas delivered slightly lower shipments and operating results in the third quarter of 2026 due to a planned maintenance outage. Still, the company saw strong demand in key US end markets, specifically in heavy industrial segments. The Swedish steelmaker’s Americas division shipped 446,000 metric tons (mt) in Q3’26, down from 473,000 mt in the previous quarter but up from 440,000 mt in Q3’25, according to its 2026 third quarter report. SSAB President and CEO Johnny Sjöström described stable shipments vs. year-ago results. On an earnings conference call, he highlighted strong underlying demand and higher prices, “up higher than we guided for, by roughly 8%.” Results came in despite maintenance-related volume fluctuations related to a planned outage at the company’s mill in Montpelier, Iowa, during the quarter.

    Nucor increases spot HR coil by $15/ton

    Nucor said on Monday, Oct. 26, that its consumer spot price (CSP) for hot-rolled (HR) coil will be $1,270 per short ton (st) this week, up $15/st from the prior week. The CSP for HR coil from California Steel Industries (CSI) on the West Coast will be $1,340/st, up $20/st from last week. Nucor continues to offer lead times of three to five weeks, according to its letter to customers. You can track mill price announcements on our website. Steel Market Update (SMU) published a weekly price assessment on Tuesday, Oct. 20, showing HR coil prices averaging $1,290/st, up $10/st from the previous week. We will update our prices on the evening of Tuesday, Oct. 27.

    Wheeling-Nippon taps Caprarese for manufacturing VP

    Wheeling-Nippon Steel has appointed Matt Caprarese as vice president of manufacturing. His appointment was effective Oct. 14, the company said in a LinkedIn post. Caprarese most recently served as VP of engineering, HSSE, sustainability, and plant services at JSW Steel, overseeing operations in Mingo Junction, Ohio, and Baytown, Texas. He previously held positions at ArcelorMittal and United States Steel. “With a strong background in Maintenance, Environmental and plant services/utilities, Matt brings valuable industry knowledge and leadership experience to his new role,” the company said. “We look forward to Matt's leadership in strengthening our manufacturing operations, supporting operational excellence, and contributing to the continued success of Wheeling-Nippon Steel.”

    BlueScope names interim North America leader as Keast departs

    BlueScope has announced interim leadership for its US operations with the impending departure of Kristie Keast. BlueScope has announced interim leadership for its North American operations ahead of the departure of Kristie Keast. Keast will leave the company at the end of October after serving as chief executive of North America since February 2023, the company said. "Kristie has made a significant contribution to BlueScope during her 25-year tenure,” said BlueScope’s managing director and CEO Tania Archibald. “On behalf of the Board and Executive Leadership Team, I thank her for her leadership and commitment to the Company and wish her every success for the future."