This task completed successfully in 8.6 seconds. The slowest step was AI Lead Extraction, which took 4.8 seconds and represented 55.8% of total execution time.
This task took 8.6 seconds total. AI Lead Extraction took 4.8 seconds and was the main delay, Qualification + Missing Information took 2.2 seconds, CRM Search + Deduplication took 700 milliseconds, and Employee Response + Follow-Up took 350 milliseconds.
Employee
Sarah Chen
Chat / source
Ray White Leads (telegram)
Total duration
8.6 s
Steps
6
Started
16 July, 12:44 pm
Completed
16 July, 12:44 pm
Tokens used
2.0k
Estimated cost
$0.0012
Original message
New buyer enquiry for 14 Marine Parade, budget around 1.2M, wants a weekend inspection.
Final response
Lead captured and qualified. Matched existing contact, inspection follow-up scheduled.
Each step's time is measured from the previous stage to when this stage recorded its result, so the wait before a slow stage is attributed to that stage.
lead_intake_router
Classify and route the inbound Telegram message
300 ms
3.5% of total
raw_lead_capture
Persist the raw inbound lead to Supabase
260 ms
3.0% of total
ai_lead_extraction
Extract structured lead fields from free-text message
4.8 s
55.8% of total
Prompt: lead_extraction · v3 · sha256:ab12cd34
qualification_missing_info
Qualify the lead and detect any missing information
2.2 s
25.6% of total
Prompt: lead_qualification · v2 · sha256:9f8e7d6c
crm_search_dedup
Search the CRM and deduplicate against existing contacts
700 ms
8.1% of total
employee_response_followup
Format and send the Telegram response to the employee
350 ms
4.1% of total