● Live, not screenshots
Three automations you can
run right now.
Each one is a working build, not a mock-up. Type your own text, press run, and watch the pipeline execute step by step. The model calls are real and the validation is real — when something fails, you will see the failure rather than a fabricated result.
Inbound lead triage
An enquiry arrives. The pipeline reads it, extracts intent, urgency, budget and company size, scores the lead against explicit rules, then routes it to the right owner.
Invoice to structured data
Paste a messy invoice or order. Fields are extracted, normalised and validated. Anything ambiguous is flagged and parked in a review queue instead of being guessed.
Support reply with escalation
A customer question is answered only from your knowledge base. If the answer is not in there, or the customer is upset, the draft is discarded and the case is escalated.
Why these three
Chosen from live marketplace data on 28 October 2026, not from a list of ideas.
- They are the most repeated asks. Lead qualification and CRM appeared twice in a single day's search. Invoice and PDF extraction appeared in six of ten results for one query.
- They have a visible failure mode. A demo that always succeeds proves nothing. Each of these shows what happens when the input is bad, the field is missing or the knowledge base has no answer.
- They reuse the same skeleton. Trigger, extract, validate, route. One build pattern covers all three, which is why the same client can start with one and add another later.
What is real and what is not
- Real: the language model call, the field extraction, the scoring arithmetic, the validation rules, the error paths, the rate limiting.
- Not connected: no CRM, helpdesk, inbox or accounting system is written to. Records are assembled in memory and shown on the page.
- No data stored: submitted text is processed and discarded. Nothing is logged beyond a request count.
- Rate limited: a small number of runs per visitor per few minutes, so the demo stays available.
Need this wired into your own systems?
A demo proves the logic. Production needs your CRM, your inbox and your data — that is the build.