Automate the clerical half. Keep the other one.
“Sales automation” is a category name, not a capability, and it covers everything from a mail-merge to a forecasting suite. This is a short page because the honest version is short: some parts of outbound are repetitive and automate beautifully, and the parts that decide whether you win do not.
What automates well
The test is simple — if the same input always deserves the same action, a machine should be doing it.
- Building a list from a description you can state, rather than from a spreadsheet somebody maintains by hand.
- Sorting that list, so the fifty most plausible businesses are at the top of five hundred.
- Sending on a schedule, in business hours, without anybody being awake.
- Following up when nobody replied, and stopping when somebody did.
- Retrying a step that failed for a reason that might not recur.
- Reading every incoming reply well enough to decide which ones a human should read first.
What does not
The same test in reverse. If the right action depends on something the system cannot see, automating it produces confident nonsense at volume.
- The claim you make about your product. A generated draft is a starting point; the claim is yours and you are accountable for it.
- Deciding a lead is worth pursuing. The score is a sort order built from a business listing, not knowledge of their budget.
- The conversation after a reply. This is the part the whole pipeline exists to produce.
- Consent, content and timing. Meta’s policies, TRAI’s hours and India’s data protection law all bind you, not the tool.
- Launching anything, if an AI proposed it. That is a human decision by design — see the approval gate.
What Rechlio runs without you
Concretely, once a campaign is launched: it sends across WhatsApp, email, SMS and AI voice calls on a sequence you set, inside a send window that defaults to Monday to Friday, 9:30am–6:30pm IST. Scheduled steps live in a queue, so a step booked for tomorrow survives a restart and fires on time. Replies land in a shared inbox, classified, with a status, a label, an assignee and internal notes.
And a campaign whose channel is not properly configured refuses to launch rather than launching and failing one message at a time — which is the difference between finding out now and finding out from your quality rating.
The cluster pages have the detail: building the list, the WhatsApp rules, and what the AI is not allowed to do.
Questions
- Will this replace an SDR?
- No, and a tool that says otherwise is selling you something. It removes the list-building, the scheduling, the retry logic and the sorting of replies — the parts of the job that are clerical. The conversation that follows a reply is still the job.
- Can I run it from my own systems instead of the dashboard?
- Yes. The Automation API takes leads in from any system and runs outreach on them, and there is a WhatsApp send endpoint, both authenticated by a workspace API key.
- What happens if a step fails?
- Scheduled work lives in a queue rather than in a process. A step that fails is retried; a step scheduled for tomorrow’s send window survives a restart and fires on time. A campaign will also refuse to launch if the channel it needs is not actually configured, rather than launching and failing per message.