This task completed successfully in 8.2 seconds. The slowest step was AI Lead Extraction, which took 4.6 seconds and represented 55.8% of total execution time.
This task took 8.2 seconds total. AI Lead Extraction took 4.6 seconds and was the main delay, Qualification + Missing Information took 2.1 seconds, CRM Search + Deduplication took 665 milliseconds, and Employee Response + Follow-Up took 333 milliseconds.
Employee
James Okoro
Chat / source
Ray White Leads (telegram)
Total duration
8.2 s
Steps
6
Started
15 July, 08:02 am
Completed
15 July, 08:02 am
Tokens used
1.9k
Estimated cost
$0.0011
Original message
Buyer relocating from interstate, needs a 4-bed family home with a pool.
Final response
Lead captured and qualified. Matched existing buyer profile, shortlist shared.
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
285 ms
3.5% of total
raw_lead_capture
Persist the raw inbound lead to Supabase
247 ms
3.0% of total
ai_lead_extraction
Extract structured lead fields from free-text message
4.6 s
55.8% of total
Prompt: lead_extraction · v3 · sha256:ab12cd34
qualification_missing_info
Qualify the lead and detect any missing information
2.1 s
25.6% of total
Prompt: lead_qualification · v2 · sha256:9f8e7d6c
crm_search_dedup
Search the CRM and deduplicate against existing contacts
665 ms
8.1% of total
employee_response_followup
Format and send the Telegram response to the employee
333 ms
4.1% of total