Target tgt_822979f8a6e6
Target
| State | routed |
| Score | 75 |
| Final recommendation | — |
| Offer | therapy-app |
| Source | csv_import |
| Created | 2026-08-29 16:20:04 |
| Updated | 2026-08-29 18:08:29 |
| Last signal refresh | — |
Company
| Company name | Focus2 Intelligent Therapy |
| Normalized domain | focus2.co |
| Industry | Mental Health Care |
| Estimated size | 5 practitioners |
| Geo | Hong Kong |
| ICP fit label (deterministic) | good_fit |
| ICP fit score (policy P4 reads this) | 75 |
| Judge fit label (final) | good_fit |
Company summary
Focus² Intelligent Therapy is a Hong Kong-based counseling and psychotherapy practice offering virtual and in-person mental health services through a team of five practitioners.
ICP fit reasons
["Strong company-profile match"]
ICP non-fit reasons
[]
Judge rationale
Focus² Intelligent Therapy represents an excellent match for the target ICP. It is a Hong Kong-based mental health practice operating with a team of five practitioners, aligning perfectly with the core geographical requirement and the target company size of 3-20 clinicians. The clinic's documented workflow complexities, such as coordinating virtual appointments across time zones and administering sliding fee scales, indicate a high likelihood of benefiting from an automated solution designed to reduce intake administrative overhead. Since there are no disqualifying factors, the deterministic label of good_fit is highly appropriate.
Contact
| Full name | Sarah Breidenbach |
| Title | Founding Director |
| Seniority | — |
| Email | sarah.breidenbach@focus2.test |
| Email verified | yes |
Signals
| Type | Value | Strength | Evidence quote | Tier | Source |
| workflow_complexity_evidence |
Practice must coordinate timezones and handle administrative overhead for an international clientele following a practitioner's relocation. |
0.6 |
has recently relocated to the South of France, where she continues to support online an international clientele of expatriates, |
findings |
— |
| workflow_complexity_evidence |
Practice utilizes a sliding fee scale for global clients which leads to manual adjustment and billing complexities. |
0.5 |
offers a sliding fee scale and virtual appointments to global clients, |
findings |
— |
| workflow_complexity_evidence |
Complex session structures (e.g., 90-minute couples sessions) indicate highly customized, non-standard workflow needs. |
0.4 |
90min sessions are recommended for this work because it is more interactive and allows for the counseling room to be a space where the couple's language, both verbal and non-verbal, can be observed. |
findings |
— |
| workflow_complexity_evidence |
Long-term psychotherapy treatment plans requiring minimums of 12 sessions demand complex, multi-week client tracking and retention. |
0.4 |
Because psychotherapy is likely to move into more complex layers of a person's life, it is best suited for a longer process, usually a minimum of 12 sessions. |
findings |
— |
Policy decisions
| Action | score_lead |
| Decision | allow |
| Risk level | low |
| Created | 2026-08-29 16:43:25 |
| Reasons | ["all Phase 1 required fields present, score clears P4 floor"] |
| Matched rules | [] |
| Missing fields | [] |
State transitions
| From | To | Reason | Actor | Created |
| new |
researched |
research_complete_no_enrichment |
system |
2026-08-29 16:42:10 |
| researched |
scored |
scoring_complete |
system |
2026-08-29 16:43:05 |
| scored |
drafted |
policy_allows_draft |
system |
2026-08-29 17:07:01 |
| drafted |
awaiting_review |
draft_complete |
system |
2026-08-29 17:07:13 |
| awaiting_review |
approved |
operator_approval |
operator |
2026-08-29 18:03:57 |
| approved |
dry_run_sent |
send_gate_success_dry_run |
system |
2026-08-29 18:05:49 |
| dry_run_sent |
replied |
inbound_message_linked |
system |
2026-08-29 18:07:41 |
| replied |
routed |
classified_and_routed |
system |
2026-08-29 18:08:32 |
Trace log
step_dafbbcc58a4f — research.model_turn
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:39:45 |
Input
{
"stage": "after_model"
}
Output
{
"search_queries": null,
"retrieved_urls": null,
"grounding_present": false,
"finish_reason": "STOP",
"thoughts_token_count": 32,
"output_token_count": 19,
"usage_present": true
}
step_a6b0ba125989 — research.fetch_page
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:39:46 |
Input
{
"tool": "fetch_page",
"stage": "before_tool"
}
Output
{
"blocked_by_budget": false
}
step_f41aeda459e0 — fetch_company_page
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:39:53 |
Input
{
"domain": "focus2.co"
}
Output
{
"chars_extracted": 6697,
"persisted_source_id": "src_78762316c1b0"
}
step_a47486363ad5 — normalize_sources
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:39:53 |
Input
{
"source_count": 1
}
Output
{
"chars": 6697
}
step_8696662eabcd — research.model_turn
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:41:09 |
Input
{
"stage": "after_model"
}
Output
{
"search_queries": [
" booking",
" appointment",
" team",
" schedule",
"",
"\"Focus² Intelligent Therapy\"",
"\"Sarah Breidenbach\" \"focus2.co\"",
" \"appointment\" OR \"book\" OR \"booking\"",
" \"consultation\"",
" \"intake\" OR \"portal\" OR \"software\" OR \"system\" OR \"waitlist\"",
"\"focus2.co\" scheduling OR scheduler OR \"jane\" OR \"simplepractice\" OR \"halaxy\" OR \"cliniko\" OR \"acuity\" OR \"calendly\" OR \"appointy\""
],
"retrieved_urls": null,
"grounding_present": true,
"finish_reason": "STOP",
"thoughts_token_count": 632,
"output_token_count": 24,
"usage_present": true
}
step_c47008946396 — research.fetch_page
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:41:10 |
Input
{
"tool": "fetch_page",
"stage": "before_tool"
}
Output
{
"blocked_by_budget": false
}
step_b5722caa37d7 — fetch_company_page
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:41:16 |
Input
{
"domain": "focus2.co"
}
Output
{
"chars_extracted": 6697,
"persisted_source_id": "src_7d2da9597bac"
}
step_93c8f79f0b40 — normalize_sources
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:41:17 |
Input
{
"source_count": 1
}
Output
{
"chars": 6697
}
step_f4e1d51a7bbd — research.model_turn
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:42:06 |
Input
{
"stage": "after_model"
}
Output
{
"search_queries": [
"\"focus2.co\" scheduling OR \"book\" OR \"appointment\" OR \"portal\"",
"\"focus2.co\" \"team\" OR \"Sarah Breidenbach\"",
"\"Brittany Rice\" \"focus2.co\" OR \"Miki Fukunaga\" OR \"Gaelle Daffner\" OR \"Kaitlyn Platt\"",
"\"focus2.co\" WhatsApp OR \"6014-3693\" booking OR \"schedule\"",
" inurl:appointment OR inurl:book OR inurl:contact",
"\"Focus2\" \"Intelligent Therapy\" Hong Kong booking system OR software",
" \"Kaitlyn Platt\" OR \"Miki Fukunaga\" OR \"Gaelle Daffner\" OR \"Brittany Rice\" OR \"Sarah Breidenbach\"",
"\"focus2.co\" \"book\" OR \"appointment\" OR \"calendar\" OR \"consultation\"",
" \"appointment\" OR \"booking\"",
"\"focus2.co\" \"Jane App\" OR \"Calendly\" OR \"Acuity\" OR \"SimplePractice\" OR \"Halaxy\" OR \"Power Diary\"",
"\"Kaitlyn Platt\"",
"\"Miki Fukunaga\"",
"\"Gaelle Daffner\"",
"\"Brittany Rice\"",
" \"kaitlyn-platt\" OR \"kaitlyn\" \"schedule\" OR \"below\" OR \"calendly\" OR \"acuity\" OR \"square\"",
"\"Kaitlyn Platt\" \"consultation call below\" OR \"free 15-minute consultation\"",
"\"Focus2\" \"Intelligent Therapy\" \"WhatsApp\" OR \"hello@focus2.co\" OR \"Loon Kee Building\"",
" inurl:our-team OR inurl:team",
" \"calendly.com\" OR \"acuityscheduling.com\" OR \"square\" OR \"booking\" OR \"schedule\" OR \"free-15\"",
" \"consultation\" OR \"consult\"",
" inurl:sarah OR inurl:brittany OR inurl:miki OR inurl:gaelle",
" \"hello@focus2.co\" OR \"6014-3693\"",
" \"Book a free 15-minute consultation\" OR \"Book a Free 15 min Consultation\"",
" \"appointment\" OR \"appointments\" \"form\" OR \"whatsapp\" OR \"email\"",
"\"focus2.co\" \"intake\" OR \"portal\" OR \"waitlist\" OR \"form\"",
" \"our team\" \"fees\" OR \"hkd\" OR \"sliding\"",
"\"focus2.co\" calendly",
"\"focus2.co\" acuity",
"\"focus2.co\" janeapp OR \"jane.app\"",
"\"focus2.co\" \"appointment\" OR \"booking\" OR \"schedule\" -site:focus2.co",
"\"focus2.co\" job OR \"hiring\" OR \"careers\" OR \"recruiting\"",
"\"Focus2 Intelligent Therapy\" \"hiring\" OR \"careers\"",
"\"Sarah Breidenbach\" \"hiring\" OR \"recruiter\" OR \"therapist\"",
" \"privacy policy\" OR \"terms of use\""
],
"retrieved_urls": [
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH64sLG5WuILMeQ7q70KLSXMKzOAYlirRoFvOVpb6SMV3ISRslCFx--DPlqy08-NZ3ZpValVxd-iPdxs4VStia1efnW9JU-oy_hDUfy44eCKYRvV3-H514cYkE=",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGm03eswu0G1uBrrOnq2DTgS4dzmiE2VOVtrYNsmJq53WMnQIU1yAo6SX2hZuUfPrb2UvrkayBmmXA2CwRd9VFb6sziV-2B_4OGcaiN6jij5d6qsl5b0QSn9ac=",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHC9hf0yzsGcA3X54GPgouRNRs7sUrL5JfzQ4JaBsSwqSTDHLfmk3dTR-VrFsZoqg-7rKkpXADH7u52kq8dLA4FK8rSmTRzyxYCYkDhMQ==",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGenqc0ZpPD3WMCpk8VvO7dRxdSxEtLrPBXmI9MRreDUZa21DPFeLOYCMEXBYtMFaOcREyLVODPXcCtWEEB2zgwFzkosqKBdzMGrp0bdPxZLnrYKwI716PKDCzObJ9LqEt8B8Fm-ECu8NxWRqmZJsrHHtSkF3YuOvPJwIrOhTGA5jIQww4YL-37XAzEmpcS63YePLK6OdGBoOq9N9UvooO28Z0GkRalObs=",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQF_NjfuRlFZaqvpOm2t1mmLzMF1k7LY2qFBFtEJObv4u8AcWKPPZVcPuom2O5niDJ5x3X2z5TH1DcQfouvBbMaRIVFE1GmseLCOT9zY-cmL_LEC6tntyhkCW9exPudhow==",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFGxu0hY73q8wLl__rWCUil4E4DaTnR4g-1lE-e6-IL6V9JW070aH12KL5s7csmEMoxrp2nV0vwVqPK4wIc8z4L22f1bzEl-xvbVDe0cypT6Yj9c64f2F8iMHJW",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFdifXOoAbPJX-Bi-xPMzNzPIkU8HUoFml3QBRRxHuSvT1SpJeLh3h2PdRAcAu4CpMFKqvVmZoFcHt46i85eNjTr9TPrNVUsYc7SGaJEhF_Fe2OxvXL9K_Uc1zGwaY=",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH9vD2rWLJJojtSb7GOPo2DMMMIQbo15SI7hBsKVr1a_BhsFFI0LgbjHdlgJ0YCuPABP8hSU7UZF6_Pddy31NaYQddlzYZBDdoEX5Qv4QtPOol6CEm-VAEDH2Y0cfc=",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH-qdTUWY2Ra0jRPTGbFTcTo-7y4gkthPf5Ee1bO4UEM6EuBsFkNj2ygjji15Xtp09i0ngCqsZLj0MSgvqsQBPwsostXhFYrxuGE2o2xUnFUjWMED_dXmNfW5SSaA==",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEn0bh9n8kCsCbvzzuRaTxAR_m9jW8h3r9of4Z_FNABFOkucjle0o2NNG3AN5BVBj2BHECw_PiVEETQHVtpjwKGCiu9NPD1jD_ffaKiRGdFdLeTHhRrteaSPEs=",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHeYzJPEVnIiqQe1OPI35ln65gnxu8ov8D1jZ_s1eKAyXDgALv89wJKKeJV5dnURW__7Pu3Xrwm_VzVdfKbunbTgxBiQjSpOaK4ipNcB_9lByNOcDMiTrDb-IyO",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFaSQ5ZxIi_d053jZyKV-wBIGQjcz5t4XynE1C6aFUkxbak0Nsx1ZH6b3QRM6UMUGbqaVi9nZ4JCnGIUjzzEjeg0OUw4s3tQpy7RB1CKn0JWvzuO8v5n-yiQWrArSqcGVZih77_kapnf2kfLXL-GD4GEHN-yQ8mD0gI81mV6WGwWBznBXYczI4wj08WGMZsLxNgvvf2vFnW0RaWbuMmYm4a-7sg5EWBcX0LCSfdLAw=",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQESNY1obi5BhOXJUB16FFQpecY49lOra8EFXehfdyKdLDo5S4LK_Q5DkFvX7qxA1K8nWVZ6OshXcq8p0iyu5f2-k5-INAG-fHfkXATueV_6T6JjertPvTI4dAcm2azDmgnxNDw=",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEXlf1ZGocyPHrx-IZpqnIMPcaTAHqiu8QeBKd_VJQ8sKhPyEajrxuPxylqV_rvTp0YrlgQqfZyPfZ2Lw8Wn2do8mEeQClLEcx7_H3QrpQ6sjjYXndYcqqHKGAHJFR8fOtj",
"https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHHl7GSNPNKPJTQOI9Epp2YXpFL6eZa0tihVIHHXiXd-MMPVsopmVMlaM4fW9YOnWG9lb5pMvFmvhW12T1tGBAvghYCZkZCHkWjI6Ke9EF3OpRVuMjkmwI="
],
"grounding_present": true,
"finish_reason": "STOP",
"thoughts_token_count": 3514,
"output_token_count": 1710,
"usage_present": true
}
step_573207e16438 — research_bookkeeping
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:42:16 |
Input
{
"stage": "research_output_check",
"outcome": "usable_findings"
}
Output
{
"chars": 5874,
"findings_source_id": "src_56a5c2ccdec2"
}
step_2ea2c9ee0b6e_a0 — summarize_company
| Status | success |
| Agent | system |
| Model call hash | sha256:b07697aff605db07 |
| Created | 2026-08-29 16:42:23 |
Input
{
"text_len": 5874
}
Output
{
"one_line_summary": "Focus² Intelligent Therapy is a Hong Kong-based counseling and psychotherapy practice offering virtual and in-person mental health services through a team of five practitioners.",
"industry": "Mental Health Care",
"estimated_size": "5 practitioners",
"geo": "Hong Kong",
"confidence": 1.0
}
step_d754beaae86e_a0 — detect_signals
| Status | success |
| Agent | system |
| Model call hash | sha256:71b17cdafa8d4869 |
| Created | 2026-08-29 16:42:53 |
Input
{
"text_len": 5874
}
Output
{
"signal_count": 4,
"source_count": 0,
"findings_count": 4,
"unverified_count": 0
}
step_3198e170d793 — score_lead
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 16:43:08 |
Input
{
"has_contact_data": true
}
Output
{
"fit_label": "good_fit",
"fit_score": 75,
"fit_reasons": [
"Strong company-profile match"
],
"non_fit_reasons": []
}
step_ea134502c47c_a0 — judge_icp
| Status | success |
| Agent | icp_judge |
| Model call hash | sha256:b96631054ee5ea2e |
| Created | 2026-08-29 16:43:24 |
Input
{
"deterministic_fit_label": "good_fit",
"deterministic_fit_score": 75,
"signal_count": 4
}
Output
{
"fit_label": "good_fit",
"deterministic_fit_label": "good_fit",
"diverged": false,
"divergence_justification": null
}
step_bc419db82796 — draft_persist
| Status | success |
| Agent | draft_writer |
| Model call hash | — |
| Created | 2026-08-29 17:07:08 |
Input
{
"stage": "draft_persist",
"revision_number": 1,
"critique_passed": true,
"severity": "none"
}
Output
{
"draft_version_id": "dv_5151e9a00a64",
"subject": "Streamlining client intake at Focus² Intelligent Therapy",
"body_length": 600,
"confidence": 1.0,
"severity": "none"
}
step_c81fe9cb3fb6 — draft_gate
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 17:07:21 |
Input
{
"stage": "draft_gate",
"draft_version_id": "dv_5151e9a00a64"
}
Output
{
"policy_check_passed": 1,
"injection_scan_passed": 1,
"policy_reasons": [],
"injection_reasons": []
}
step_00acb0577439 — review_decision
| Status | success |
| Agent | operator |
| Model call hash | — |
| Created | 2026-08-29 18:03:59 |
Input
{
"stage": "review_decision",
"decision": "approve"
}
Output
{
"new_state": "approved",
"review_decision_id": "rev_51d6572526d9",
"draft_version_id": "dv_5151e9a00a64",
"edited": false,
"kill_switch_active": false
}
step_0034fb37a1ab — send_email
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 18:05:52 |
Input
{
"stage": "send_email",
"simulated": true
}
Output
{
"message_id": "msg_01090c0f5253",
"outbox_path": "data/outbox/msg_01090c0f5253.eml",
"new_state": "dry_run_sent",
"simulated": true
}
step_9fac4590fed9 — fetch_inbox
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 18:07:44 |
Input
{
"stage": "fetch_inbox",
"file": "convo_tgt_822979f8a6e6_01.eml",
"simulated": true,
"from_email": "sa***@focus2.test",
"subject": "Re: Streamlining client intake at Focus² Intelligent Therapy"
}
Output
{
"reply_id": "rpl_357fad529691",
"message_id": "msg_01090c0f5253",
"thread_id": "msg_01090c0f5253",
"match_method": "in_reply_to_header",
"target_state": "replied",
"transitioned": true
}
step_c90c9fd232ca — reply_router
| Status | success |
| Agent | reply_classifier |
| Model call hash | — |
| Created | 2026-08-29 18:08:35 |
Input
{
"stage": "reply_router",
"reply_id": "rpl_357fad529691"
}
Output
{
"reply_class": "objection",
"confidence": 0.95,
"routed_action": "draft_hold",
"review_required": true,
"target_state": "routed",
"suppression_added": false,
"rationale": "The sender raises specific concerns regarding their incumbent vendor, tight budget constraints, and the cost of switching before they can proceed.",
"evidence_quote": "we already use a vendor for scheduling. What would switching actually cost us in time and money? Our budget is tight this quarter"
}
step_defcc800138a — fetch_inbox
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 18:10:27 |
Input
{
"stage": "fetch_inbox",
"file": "convo_tgt_822979f8a6e6_01.eml",
"simulated": true,
"from_email": "sa***@focus2.test",
"subject": "Re: Streamlining client intake at Focus² Intelligent Therapy"
}
Output
{
"reply_id": "rpl_07b26ee6f418",
"message_id": "msg_01090c0f5253",
"thread_id": "msg_01090c0f5253",
"match_method": "in_reply_to_header",
"target_state": "routed",
"transitioned": false
}
step_95d5fb39a33e — reply_router
| Status | success |
| Agent | reply_classifier |
| Model call hash | — |
| Created | 2026-08-29 18:11:06 |
Input
{
"stage": "reply_router",
"reply_id": "rpl_07b26ee6f418"
}
Output
{
"reply_class": "objection",
"confidence": 0.95,
"routed_action": "draft_hold",
"review_required": true,
"target_state": "routed",
"suppression_added": false,
"rationale": "The recipient raises specific objections regarding an incumbent vendor and a tight budget, while asking about switching costs.",
"evidence_quote": "we already use a vendor for scheduling"
}
step_8ad1f3380f7f — fetch_inbox
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 19:53:13 |
Input
{
"stage": "fetch_inbox",
"file": "convo_tgt_822979f8a6e6_01.eml",
"simulated": true,
"from_email": "sa***@focus2.test",
"subject": "Re: Streamlining client intake at Focus² Intelligent Therapy"
}
Output
{
"reply_id": "rpl_3cfefa74f48b",
"message_id": "msg_01090c0f5253",
"thread_id": "msg_01090c0f5253",
"match_method": "in_reply_to_header",
"target_state": "routed",
"transitioned": false
}
step_7b3cfe202046 — fetch_inbox
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 19:55:03 |
Input
{
"stage": "fetch_inbox",
"file": "convo_tgt_822979f8a6e6_01.eml",
"simulated": true,
"from_email": "sa***@focus2.test",
"subject": "Re: Streamlining client intake at Focus² Intelligent Therapy"
}
Output
{
"reply_id": "rpl_a628558b9048",
"message_id": "msg_01090c0f5253",
"thread_id": "msg_01090c0f5253",
"match_method": "in_reply_to_header",
"target_state": "routed",
"transitioned": false
}
step_72d45c074e7e — reply_router
| Status | success |
| Agent | reply_classifier |
| Model call hash | — |
| Created | 2026-08-29 19:55:47 |
Input
{
"stage": "reply_router",
"reply_id": "rpl_a628558b9048"
}
Output
{
"reply_class": "objection",
"confidence": 0.95,
"routed_action": "draft_hold",
"review_required": true,
"target_state": "routed",
"suppression_added": false,
"rationale": "The sender raises several specific objections, including an incumbent vendor, switching costs, and a tight budget, which need to be addressed.",
"evidence_quote": "we already use a vendor for scheduling. What would switching actually cost us"
}
step_d11a411c6b72 — fetch_inbox
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-29 19:58:25 |
Input
{
"stage": "fetch_inbox",
"file": "convo_tgt_822979f8a6e6_01.eml",
"simulated": true,
"from_email": "sa***@focus2.test",
"subject": "Re: Streamlining client intake at Focus² Intelligent Therapy"
}
Output
{
"reply_id": "rpl_d826c018c21f",
"message_id": "msg_01090c0f5253",
"thread_id": "msg_01090c0f5253",
"match_method": "in_reply_to_header",
"target_state": "routed",
"transitioned": false
}
step_78554d6da110 — reply_router
| Status | success |
| Agent | reply_classifier |
| Model call hash | — |
| Created | 2026-08-29 19:59:12 |
Input
{
"stage": "reply_router",
"reply_id": "rpl_d826c018c21f"
}
Output
{
"reply_class": "objection",
"confidence": 0.95,
"routed_action": "draft_hold",
"review_required": true,
"target_state": "routed",
"suppression_added": false,
"rationale": "The recipient raises specific objections regarding an incumbent vendor, the cost and time of switching, and a tight quarterly budget before they can proceed.",
"evidence_quote": "we already use a vendor for scheduling. What would switching actually cost us in time and money? Our budget is tight"
}
step_44064d37a88d — fetch_inbox
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-30 15:56:46 |
Input
{
"stage": "fetch_inbox",
"file": "convo_tgt_822979f8a6e6_01.eml",
"simulated": true,
"from_email": "sa***@focus2.test",
"subject": "Re: Streamlining client intake at Focus² Intelligent Therapy"
}
Output
{
"reply_id": "rpl_6a08dbdf5862",
"message_id": "msg_01090c0f5253",
"thread_id": "msg_01090c0f5253",
"match_method": "in_reply_to_header",
"target_state": "routed",
"transitioned": false
}
step_3126350c319e — reply_router
| Status | success |
| Agent | reply_classifier |
| Model call hash | — |
| Created | 2026-08-30 15:57:38 |
Input
{
"stage": "reply_router",
"reply_id": "rpl_6a08dbdf5862"
}
Output
{
"reply_class": "objection",
"confidence": 0.95,
"routed_action": "draft_hold",
"review_required": true,
"target_state": "routed",
"suppression_added": false,
"rationale": "The sender explicitly mentions using an incumbent vendor and having a tight budget, which are classic objections that must be addressed before proceeding.",
"evidence_quote": "we already use a vendor for scheduling"
}
step_d2249820c1ab — fetch_inbox
| Status | success |
| Agent | system |
| Model call hash | — |
| Created | 2026-08-31 09:46:39 |
Input
{
"stage": "fetch_inbox",
"file": "convo_tgt_822979f8a6e6_01.eml",
"simulated": true,
"from_email": "sa***@focus2.test",
"subject": "Re: Streamlining client intake at Focus² Intelligent Therapy"
}
Output
{
"reply_id": "rpl_f10839690b80",
"message_id": "msg_01090c0f5253",
"thread_id": "msg_01090c0f5253",
"match_method": "in_reply_to_header",
"target_state": "routed",
"transitioned": false
}
step_dcce52d864bf — reply_router
| Status | success |
| Agent | reply_classifier |
| Model call hash | — |
| Created | 2026-08-31 09:47:17 |
Input
{
"stage": "reply_router",
"reply_id": "rpl_f10839690b80"
}
Output
{
"reply_class": "objection",
"confidence": 0.95,
"routed_action": "draft_hold",
"review_required": true,
"target_state": "routed",
"suppression_added": false,
"rationale": "The sender raises specific concerns regarding an incumbent vendor ('already use a vendor') and budget constraints ('budget is tight') that must be addressed before proceeding.",
"evidence_quote": "we already use a vendor for scheduling"
}