AI in ESG day-to-day has two failure modes: too weak to actually help — or too strong to be questioned. We deliberately stayed out of both.
We train Todd as precisely as we can today — and then put a human in front of him, the old-fashioned way. Even on tasks where Todd is now more reliable than many manual checks. Not out of distrust. But because at the end there’s a report that has to convince your auditors, your investors and your regulator — not our AI.
That’s why "human-in-the-loop" isn’t a tick on a feature list with us — it’s the architecture. Every calculation, every factor, every text snippet runs through an approval before it becomes part of your report. Safety comes before speed for us — and in our experience, in the end also before headaches.
Todd suggests. You approve. Every number that leaves your house carries your name — not his.
