This release focuses on speed and accuracy in voice matching. Drafts now generate roughly 40% faster, and tone detection has been retrained on a broader set of writing samples, so andika catches subtler style cues — sentence rhythm, punctuation habits, even how a team opens and closes emails.

We also fixed a handful of edge cases teams flagged around mixed-language documents and heavily formatted text. If you uploaded voice samples before this update, we'd recommend re-running your profile setup to take advantage of the improved matching.

As always, this update is live automatically — no action needed on your end beyond the optional profile refresh.