01How the work gets done
We sit down with the people who do it and write down their steps, settings and rules. Each step becomes a tool that works the same way every time. The AI only picks the tool and fills in the details. If a request breaks the rules, it's stopped before it runs. In our October test, 22 of 30 rule-breaking requests were stopped before they ran; we are closing the 8 that got through.
When a better open model appears, we swap it in and your tools stay as they are.
02What that gets you
- Consistent. Same question, same answer. Run it again tomorrow and you get the same number, to the precision we report: 100 of 100 runs of the tool on the published data, 100 of 100 on a second researcher's data after a fix on 18 Oct (98 of 100 before it), and through the chat the tool's one value in 93 of 94 completed runs.
- Sourced. Every result shows where it came from: which data, which step, which rule.
- Tested. We score it against answers you already trust, on cases it has never seen. You get the score with the system.
03The first test, May 2026
We took one real measurement from the lab and gave it to our tool and to three leading AI platforms, all on paid plans with every feature turned on. Each one got the same file and the same request, four times.
| Usable | Same answer | What happened | |
|---|---|---|---|
| Our tool | 4 / 4 | 4 / 4 | The same result in all four runs, 34 seconds each. |
| GPT-5.5 | 4 / 4 | 0 / 4 | Saw one peak in some runs and two in others. Its results moved by up to 54.8% from run to run. |
| Claude Sonnet 4.6 | 4 / 4 | 0 / 4 | Measured the wrong feature in most runs, and drew its boundaries differently each time. |
| Gemini 3.1 Pro | 0 / 4 | 0 / 4 | Got a unit conversion wrong every time, so none of its results were usable. |
Choosing the right approach is still the expert's job, so we build theirs in.
04How a first project runs
The offer is one process: one repeatable process, built into a private system on your own machines, in six weeks and four steps, with the second half of the fee due only after you have seen the score.