Threadz
Email intelligence for small businesses
A working demonstrator showing how business email can be turned into structured invoice context while retaining evidence and uncertainty.
A workspace you can explore.
Move between clients, invoice references and the messages behind them. Search by invoice, PO, client, sender, subject or attachment filename. Open a record to inspect its exact source evidence.
The demonstrator contains 12 fictional clients, 72 invoice mentions, 96 source emails and seven months of activity. Repeated references stay separate. Some amounts, attachment links and POs are deliberately missing.
All data is authored fiction, including client assignments. It is not anonymised pilot data and does not demonstrate automatic client matching or live email extraction.
Useful information. Honest limits.
This is a read-only static demonstration. There is no upload, mailbox connection, outbound email, financial action or saved feedback. Attachment entries are metadata only; no files can be opened.
Counts describe detected records, not a complete financial position. No payment status, overdue state or autonomous follow-up is inferred. Missing receipts do not establish non-payment.
The short launch animation introduces a pre-built fictional workspace. It does not represent a live import or an AI processing run.
Want to understand how it works?
Builds lets you use the product concept. Labs explains the experiments, evidence and trust boundaries behind it.