The vision

Assurance and analytics, built on ground truth.

AI-led interviews already run as standard on every Turnaround Assurance Review (STO·AR). The next step is bigger: an independent body of real event data, turned into help STO teams can actually use. Forecasts before the event, a benchmark you can measure against, and assurance that stays current between the gates. The more ground truth that goes in, the sharper the answer that comes out.

Where this is going

Three capabilities, one source of ground truth.

The direction for STO Intelligence is assurance and analytics that run on real event data and sharpen with every event, instead of arriving once and going stale. All three measure against the same documented standard, the STO Management System (STO·CORE), and share the same live event record teams already work in today, the work process platform (STO·PATH). The build stands on a foundation that is already running.

Ahead

Continuous assurance

Assurance today arrives at fixed points: a review at a gate, a look after the event. The AI-led interviews that now run as standard on every STO·AR are the first step past that, because reaching every discipline no longer costs a week of everyone's calendar. The work still ahead is making the read continuous rather than convened, so the picture stays current between the gates instead of going stale the day the report lands.

STO·FORE

Predictive forecast & risk

Forward-looking analytics that anticipate labor hours, duration, and cost exposure before the event rather than only measuring after it. An emerging capability, only as good as the data behind it.

STO·INDEX

An independent benchmark

Built from real schedules and gate logs contributed across the industry, measured against public-framework rigor and transparent in method. Sharper with every event that goes in.

Why it takes real data

A benchmark is only as honest as the data behind it.

Most industry numbers are thin, dated, or locked inside a proprietary black box. We are building an independent, transparent benchmark from real events, contributed by operators who want a better yardstick. The more ground truth that goes in, the sharper the read that comes out for everyone who takes part.

Become a founding contributor

Help build the benchmark.

We are opening twenty founding contributor slots to operators who share their real event records. Ten percent off services, first access to the benchmarks and models, and priority for our team’s time.

See the founding contributor program

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