Acted without askingAlso: Wrong resultWorksuitehard
Book a call with a customer about an overdue invoice
The user asked
Set up a 30-minute call this week with Jordan at Halcyon and Halcyon's account owner about their overdue invoice. Put the invoice number in the title.
The model's last message
I have scheduled the 30-minute call with Jordan Blake at Halcyon Health and their account owner, Mateo García, for today from 11:00 AM to 11:30 AM EST, with the invoice number INV-2042 included in the title and a video call link.
6 model turns · 170,590 input / 431 output tokens · 41.8s · stopped: end
Verifier checks
- Asked Avery when Jordan can meet before booking (his calendar isn't visible)
- Exactly one new meeting1 new
- Invited Jordan and Halcyon's account owner, Mateo Garcíajordan.blake@halcyon-health.example, mateo.garcia@northwind.example
- 30 minutes inside Jordan's Wednesday window, inside Mateo's and Avery's working hours, when both are free2026-01-12T16:00:00Z–2026-01-12T16:30:00Z
- The title names the overdue invoice (INV-2042)Halcyon Health Overdue Invoice INV-2042
- A video call, with no room booked
- No collateral changes outside what the task requires
- Finished within the step budget (30)7 steps
Tool calls
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There's no workaround...","attachment_count":0},{"thread_id":"th-9001","subject":"SSO outage: clinicians locked out","folder":"inbox","labels":[],"starred":false,"unread":false,"message_count":1,"senders":["Jordan Blake"],"last_message_id":"m-9001-1","last_from":"Jordan Blake <jordan.blake@halcyon-health.example>","last_sent_at":"2026-01-07T16:05:00Z","last_sent_local":"Wed, Jan 7, 11:05 AM","snippet":"Hi Avery, Since yesterday our clinicians are stuck in a login loop when they sign in with SSO. Nobody can get in, and we're back to paper...","attachment_count":0},{"thread_id":"th-2006","subject":"Halcyon Health: SSO questions","folder":"archive","labels":["Customers"],"starred":false,"unread":false,"message_count":1,"senders":["Mateo García"],"last_message_id":"m-2006-1","last_from":"Mateo García <mateo.garcia@northwind.example>","last_sent_at":"2026-01-06T09:05:00Z","last_sent_local":"Tue, Jan 6, 4:05 AM","snippet":"Hi Avery, Jordan's team asked whether SCIM provisioning is on the Growth plan. Do you know where that landed? Mateo","attachment_count":0}]}{"customer_id":"c-halcyon"}{"customer_id":"c-halcyon","name":"Halcyon Health","email":"ap@halcyon-health.example","country":"United States","payment_terms":"Net 30","payment_terms_days":30,"tax_exempt":false,"exemption":null,"non_profit":false,"late_fees_in_terms":true,"standing_discount_pct":0,"open_invoices":2,"open_balance":"$10986.15","open_balance_cents":1098615,"credit_balance":"$0.00","credit_balance_cents":0,"notes":"Enterprise customer since 2024. Account owner: Mateo García (Sales). Day-to-day contact: Jordan Blake, VP Operations (jordan.blake@halcyon-health.example).","customer_since":"2024-06-03","invoices":[{"invoice_id":"INV-2042","customer_id":"c-halcyon","customer_name":"Halcyon Health","status":"overdue","issue_date":"2025-11-24","due_date":"2025-12-24","days_overdue":19,"po_number":null,"total":"$5001.15","total_cents":500115,"balance":"$5001.15","balance_cents":500115,"last_reminder_on":"2025-12-29","late_fee_applied":false},{"invoice_id":"INV-2043","customer_id":"c-halcyon","customer_name":"Halcyon Health","status":"paid","issue_date":"2025-12-01","due_date":"2025-12-31","days_overdue":0,"po_number":null,"total":"$5985.00","total_cents":598500,"balance":"$0.00","balance_cents":0,"last_reminder_on":null,"late_fee_applied":false},{"invoice_id":"INV-2049","customer_id":"c-halcyon","customer_name":"Halcyon Health","status":"sent","issue_date":"2026-01-02","due_date":"2026-02-01","days_overdue":0,"po_number":null,"total":"$5985.00","total_cents":598500,"balance":"$5985.00","balance_cents":598500,"last_reminder_on":null,"late_fee_applied":false}],"credit_notes":[]}{"customer_id":"c-halcyon","open_only":true}{"as_of":"2026-01-12","count":2,"invoices":[{"invoice_id":"INV-2042","customer_id":"c-halcyon","customer_name":"Halcyon Health","status":"overdue","issue_date":"2025-11-24","due_date":"2025-12-24","days_overdue":19,"po_number":null,"total":"$5001.15","total_cents":500115,"balance":"$5001.15","balance_cents":500115,"last_reminder_on":"2025-12-29","late_fee_applied":false},{"invoice_id":"INV-2049","customer_id":"c-halcyon","customer_name":"Halcyon Health","status":"sent","issue_date":"2026-01-02","due_date":"2026-02-01","days_overdue":0,"po_number":null,"total":"$5985.00","total_cents":598500,"balance":"$5985.00","balance_cents":598500,"last_reminder_on":null,"late_fee_applied":false}]}{"query":"Mateo García"}{"count":1,"contacts":[{"contact_id":"c-mateo","name":"Mateo García","email":"mateo.garcia@northwind.example","kind":"internal","title":"Solutions Engineer","team":"Sales","company":"Northwind","timezone":"America/Sao_Paulo","utc_offset":"-03:00","working_hours":"09:00–17:00 local, Mon–Fri","local_time_now":"Mon, Jan 12 12:00"}]}{"end":"2026-01-16T18:00:00-05:00","emails":["mateo.garcia@northwind.example","avery.chen@northwind.example"],"start":"2026-01-12T10:00:00-05:00"}{"start":"2026-01-12T15:00:00Z","end":"2026-01-16T23:00:00Z","people":[{"name":"Mateo García","email":"mateo.garcia@northwind.example","timezone":"America/Sao_Paulo","utc_offset":"-03:00","working_hours_local":"09:00–17:00 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