Craft pivoted a failed social network into government supply-chain monitoring

A San Francisco-based supply-chain software company that tracks signals — hiring changes, executive departures, new product offerings — across a customer's vendor and supplier base, sold heavily to U.S. federal agencies and defense contractors.

That company profiles built as a byproduct of a failed social network, already ranking organically on Google, were themselves a supply-chain intelligence product.

$42 million raised over the company's history, including early backing from Downing Ventures (UK) and Uncork Capital

Ilya Levtov, a non-technical Stanford MBA who had worked as a VC at Venrock and in operations at Crunchyroll and Deutsche Telekom, set out to build an enterprise social network. His team created company profiles by pulling data from corporate websites, job pages and management pages to populate the network. Those profiles started ranking prominently in Google search on their own. Levtov raised early funding in London in 2015–2016, repeatedly running into investors who said they backed technical founders — he had to hunt down outsourced developers (starting with a $20-an-hour Upwork hire) to build anything.

The social network itself did not take off, but its search-ranked company profiles kept drawing traffic. Someone at Lockheed Martin reached out, pointing out that the underlying data could track changes across a sprawling supply chain — hiring shifts, executive departures, new offerings. Lockheed became Craft's first enterprise customer. In 2020, the U.S. Air Force contacted Craft about using the product to monitor 300,000 companies in the defense industrial base, and the company closed a five-year, $6.5 million deal within 94 days.

As of the August 2026 profile, Craft — now a 12-year-old company — works with 35 federal agencies, generates double-digit millions in annual recurring revenue, and Levtov still has never written a line of code.

The social network's failure didn't destroy the underlying asset: company profiles built for one product kept generating organic search traffic on their own.

An inbound signal from a real enterprise buyer (Lockheed Martin) told Levtov what his data was actually worth, which he had not designed it for.

Government defense-industrial-base monitoring was a large, underserved use case once Craft's data could be pointed at it, letting the company land a multi-year, multimillion-dollar contract fast.

Levtov argues a non-technical founder's advantage showed up exactly at this pivot: recognizing the business inside the product required understanding customers and deal-making, not code.

A failed product can leave behind a real asset — Craft's dead social network left organically-ranking data that became the actual business once a customer pointed out its value.

As of 2026-08-27, Craft continued operating as a supply-chain risk monitoring vendor to federal agencies and enterprises, with Levtov still describing himself as unable to write code.