We invented an oil company.
It doesn't exist. No rigs. No wells. No employees. Just five fields, forty wells, five hundred people, ten rigs, a hundred vendors, and two years of drilling history. All of it made up, on purpose.
Here's why. In oil and gas, a wrong number isn't a typo. It's a budget built on bad math. A safety barrier nobody checked. A risk register that's folklore. And drilling data sits behind locked doors: confidential, wrapped in NDAs, shared only with partners an operator trusts. We weren't going to wait for a key. So we built a synthetic world, detailed enough to bleed. And then a real one walked in. Everything you're about to read, the invented company, the agent fleet, the patents, the real client, happened inside eight months.
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We called our invented company DSEC. Deepwater fields with names like Orion and Vega. Around 2,650 data files: daily drilling reports, cost estimates, vendor contracts, near-miss logs, even employees with expired training certificates. And all of it messy on purpose: realistic delays, optimistic estimates, documents that quietly argue with each other. Why messy? Because clean data teaches you nothing.
