A solo-operator digital agency was losing billable hours to the oldest leak in services work: time worked but never logged, and invoices assembled weeks later from memory. Now the owner sends one Telegram message when the work ends, and the books stay current.
A chat-based billing pipeline. The owner sends one plain-English Telegram message from their phone the moment work ends: "Spent 3 hours on the contact form." AI parses the client, hours, and description, matches the client record, logs the entry, and replies with that client's running unbilled total and an invoice-now button.
A Telegram bot feeding an automation layer, an AI parsing step with deterministic client matching, a Postgres system of record, and a two-way QuickBooks Online integration running against production books. Idempotent by design: re-running a billing cycle cannot double-bill a client.
If logging time takes more than one sentence, it doesn't happen. We build billing systems around how owners actually work.
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