Koch Disruptive Technologies backs Emanate's AI for industrial sales

Emanate first surfaced publicly in February, when Fortune reported it had come out of stealth with backing from a16z, Peter Thiel and Reddit cofounder Alexis Ohanian. Founder and CEO Kiara Nirghin is a Thiel fellow, a former Google Grand Prize winner and the youngest board member of the Google Impact Fund. The Koch investment adds a strategic backer whose own operations — refineries, factories, farm-to-market supply chains, software and logistics — look like the customers Emanate is courting.

Emanate's pitch is that speed decides industrial orders, since a buyer can usually get the same part from the next supplier. Nirghin says the software sits on top of the systems suppliers already use and pulls scattered account knowledge into one place, so accounts are handled "24/7, with a full knowledge graph of every single interaction." She avoids the labels chatbot and agent, calling the product an engine: "You point it at a business metric, and the engine figures out the rest."

The company has not opened its results to outside scrutiny. It won't name a customer, citing confidentiality agreements, and shared no revenue or margin figures. Emanate says it measures results by giving the engine to one group of accounts and comparing them with the rest of the business over the same stretch, with both groups facing the same prices and demand. In February it said the product could lift customer revenue by 60% to 80%. Nirghin also said the engine has never made a serious mistake, which it attributes to earned autonomy and careful deployment — a claim that, like the revenue figures, still rests on the company's own account.