← back to audit · 01KQAK70EW95YKS6TQPWQ5TNAE

Stacey Santoro

Asana ↗ v1 running stage=submitting iters=0 conf=75%

Patches (downloadable JSON)

No patches recorded yet. Run hasn't reached the iteration loop.

Iteration history (0)

No iterations recorded (run hasn't reached the loop, or this is a v1 run).

Audit log (17 events)

#	Level	Stage	Message	Time
57	info	asana_fetched	Resolving Asana task reference 'https://app.asana.com/1/1203754389657527/project/1208103004469323/task/1214181955813678'	2026-04-28T17:46:55
58	info	asana_fetched	Loaded Asana task: Stacey Santoro payload { "customer": "Stacey Santoro", "gid": "1214181955813678", "title": "Stacey Santoro" }	2026-04-28T17:46:56
59	info	drive_resolved	Searching Asana fields for Google Drive URL	2026-04-28T17:46:56
60	info	drive_resolved	Resolved Drive folder (5 items, 4 in CAD/) payload { "cad_folder_id": "1ozsPLPvKraYi4klp0BlZmAko4enpLDRU", "folder_id": "1jk4uZa9rWFojCP18V3vC94vhoVoOOfX4" }	2026-04-28T17:46:57
61	info	pdf_downloaded	Picking the latest-dated plan-set PDF	2026-04-28T17:46:57
62	info	pdf_downloaded	Downloaded plan-set: Aurora Shade Report - Stacey Santoro - LGCY Design - JobEngine PV1 - 2026-04-24 111719.pdf (3.7 MB) payload { "bytes": 3864987, "filename": "Aurora Shade Report - Stacey Santoro - LGCY Design - JobEngine PV1 - 2026-04-24 111719.pdf" }	2026-04-28T17:47:00
63	info	bom_downloaded	Looking for the BOM CSV in the same folder	2026-04-28T17:47:00
64	info	bom_downloaded	Downloaded BOM: BOM_LIS56648.csv (16 rows) payload { "filename": "BOM_LIS56648.csv", "rows": 16 }	2026-04-28T17:47:01
65	info	ai_extracted	Extracting text from the plan-set PDF	2026-04-28T17:47:01
66	info	ai_extracted	Pass 1/3: Claude Opus 4.7 (full extraction)	2026-04-28T17:47:01
67	info	ai_extracted	Pass 1: Opus filled 18 fields (avg 86%)	2026-04-28T17:47:20
68	info	ai_extracted	Pass 2/3: Claude Sonnet 4.6 retrying 41 missing fields	2026-04-28T17:47:20
69	info	ai_extracted	Pass 2: Sonnet added 41 more fields	2026-04-28T17:48:22
70	info	ai_extracted	Extracted 59 fields, avg confidence 74% (Opus: 18, Sonnet retry: +41) payload { "avg_confidence": 0.749, "extra_fields": 0, "fields": 59, "missing": 0, "passes": { "opus_full": 18, "opus_retry": 0, "sonnet_retry": 41 }, "usage": { "cache_creation_input_tokens": 0, "cache_read_input_tokens": 5191, "input_tokens": 16687, "output_tokens": 6019 } }	2026-04-28T17:48:22
71	info	awaiting_review	Pipeline complete — review the extracted fields and submit when ready	2026-04-28T17:48:22
72	info	submitting	Building SolarAPP+ payload from reviewed fields	2026-04-28T17:51:24
73	info	submitting	Calling SolarAPP+ create_project + PATCH /details	2026-04-28T17:51:24

Field values (59)

▸ Show all extracted + edited fields

Key	AI value	User value	Conf	Edited	In map
Attachment points staggered	Yes	Yes	0.65	yes	yes
Busbar #1 already present on site	No	No	0.55	yes	yes
Busbar #1 rating (Amps)	200	200	0.55	yes	yes
Busbar #1 subject to backfeed	Yes	Yes	0.85	yes	yes
Current roof covering material	Asphalt or composition shingles	Asphalt or composition shingles	0.60	yes	yes
Each ESS unit has dedicated OCPD	Yes	Yes	0.85	yes	yes
ESS assembly weight (lbs)	287	287	0.75	yes	yes
ESS center of mass less than 4 feet from floor	Yes	Yes	0.75	yes	yes
ESS in sleeping rooms or closets opening to sleeping rooms	No	No	0.85	yes	yes
ESS installation location	Garage (interior)	Garage (interior)	0.60	yes	yes
ESS location subject to vehicle damage	Yes	Yes	0.55	yes	yes
ESS Model 1 includes DC-coupled expansion unit	No	No	0.90	yes	yes
ESS Model 1 Manufacturer	Tesla	Tesla	0.98	yes	yes
ESS Model 1 Number	Powerwall 3	Powerwall 3	0.98	yes	yes
ESS Model 1 Quantity	1	1	0.95	yes	yes
ESS positively attached to building per manufacturer	Yes	Yes	0.90	yes	yes
ESS + PV Inverter certified as single unit (no field wiring)	Yes	Yes	0.80	yes	yes
Flush mount or tilt-up	Flush mount	Flush mount	0.85	yes	yes
Home has sprinkler systems	No	No	0.50	yes	yes
Homeowner Full Name	Stacey Santoro	Stacey Santoro	0.98	yes	yes
Inverter 1 interconnection location	Main Service Panel	Main Service Panel	0.70	yes	yes
Inverter 1 Manufacturer	Tesla	Tesla	0.95	yes	yes
Inverter 1 Model Number	Powerwall 3	Powerwall 3	0.85	yes	yes
Inverter 1 OCPD rating (Amps)	60	60	0.82	yes	yes
Inverter 1 power setting (kW)	3.69	3.69	0.85	yes	yes
Inverter architecture type	String Inverter without DC-DC Converters	String Inverter without DC-DC Converters	0.60	yes	yes
Max DC PV Wire / USE-2 conductors in raceway (excl. EGC)	2	2	0.60	yes	yes
Max DC THWN-2 conductors in raceway (excl. EGC)	2	2	0.55	yes	yes
Maximum distance from module to roof (inches)	10	10	0.65	yes	yes
Maximum input DC open circuit voltage (Voc) of PV inverter	600	600	0.75	yes	yes
Maximum input DC short circuit current (Isc) of PV inverter	20	20	0.65	yes	yes
Maximum number of modules in a DC series string	9	9	0.90	yes	yes
Maximum OCPD rating allowed on Inverter 1 (Amps)	60	60	0.80	yes	yes
Maximum spacing between adjacent attachment points (inches)	72	72	0.65	yes	yes
Module 1 Quantity	9	9	0.98	yes	yes
Module fire rating type	1	1	0.85	yes	yes
Module is bifacial	No	No	0.85	yes	yes
Module Manufacturer	Hanwha Q CELLS	Hanwha Q CELLS	0.95	yes	yes
Module Model Number	Q.PEAK DUO BLK ML-G10.C+ 410	Q.PEAK DUO BLK ML-G10.C+ 410	0.95	yes	yes
Number of busbars	1	1	0.70	yes	yes
Number of composite shingle layers	1	1	0.65	yes	yes
Number of distinct ESS models	1	1	0.95	yes	yes
OCPD protecting busbar #1 rating (Amps)	200	200	0.55	yes	yes
PV system weight (lbs/sq ft)	3.0	3.0	0.65	yes	yes
Racking System Manufacturer	SnapNrack	SnapNrack	0.95	yes	yes
Racking System Model Number	Ultra Rail (UR-45)	Ultra Rail (UR-45)	0.85	yes	yes
Rapid Shutdown compliance method inside array	Module-Level Power Electronics (MLPE)	Module-Level Power Electronics (MLPE)	0.75	yes	yes
Rapid Shutdown Device Manufacturer	Tesla	Tesla	0.75	yes	yes
Rapid Shutdown Device Model Number	MCI-2	MCI-2	0.75	yes	yes
Roof penetration sealant method name and description	SnapNrack UltraFoot with EPDM gasket and butyl sealant; lag bolt through flashed mount into rafter	SnapNrack UltraFoot with EPDM gasket and butyl sealant; lag bolt through flashed mount into rafter	0.65	yes	yes
Roof pitch	4/12	4/12	0.55	yes	yes
Separation between ESS units less than 3 feet	No	No	0.80	yes	yes
Smoke/heat alarm present at ESS location	Yes	Yes	0.70	yes	yes
Supply side connection per NEC 705.12(A)	No	No	0.65	yes	yes
THWN-2 conductors in PV inverter AC output circuit raceway (excl. EGC)	2	2	0.60	yes	yes
Total roof area (sq ft)	1800	1800	0.40	yes	yes
Using Power Control System to curtail Inverter 1	No	No	0.70	yes	yes
Utility available fault current greater than 10 kA at service	Yes	Yes	0.65	yes	yes
Utility service feed rating (Amps)	200	200	0.65	yes	yes

Artifacts (4)

Kind	Path	Size	SHA
`asana_json`	/data/runs/01KQAK70EW95YKS6TQPWQ5TNAE/asana.json	54628 B
`pdf`	/data/runs/01KQAK70EW95YKS6TQPWQ5TNAE/pdf/Aurora_Shade_Report_-_Stacey_Santoro_-_LGCY_Design_-_JobEngine_PV1_-_2026-04-24_111719.pdf	3864987 B	a91d13c1918831a2
`bom`	/data/runs/01KQAK70EW95YKS6TQPWQ5TNAE/bom/BOM_LIS56648.csv	1734 B	f80b49faad194bac
`extraction`	/data/runs/01KQAK70EW95YKS6TQPWQ5TNAE/extraction.json	23687 B

{
  "run": {
    "id": "01KQAK70EW95YKS6TQPWQ5TNAE",
    "asana_task_gid": "1214181955813678",
    "asana_task_url": "https://app.asana.com/1/1203754389657527/project/1207873459369363/task/1214181955813678",
    "asana_task_title": "Stacey Santoro",
    "customer_name": "Stacey Santoro",
    "status": "running",
    "current_stage": "submitting",
    "drive_folder_id": "1jk4uZa9rWFojCP18V3vC94vhoVoOOfX4",
    "drive_cad_folder_id": "1ozsPLPvKraYi4klp0BlZmAko4enpLDRU",
    "plan_set_filename": "Aurora Shade Report - Stacey Santoro - LGCY Design - JobEngine PV1 - 2026-04-24 111719.pdf",
    "bom_filename": "BOM_LIS56648.csv",
    "solarapp_uuid": null,
    "project_url": null,
    "error_stage": null,
    "error_message": null,
    "error_payload": null,
    "ai_token_usage": {
      "input_tokens": 16687,
      "output_tokens": 6019,
      "cache_read_input_tokens": 5191,
      "cache_creation_input_tokens": 0
    },
    "avg_confidence": 0.749,
    "warnings": [
      "Plan set provided is shade report only; no electrical one-line, structural, or roof material details extracted. Roof pitch inferred from 17° angle on shade report. Inverter assumed to be Powerwall 3 integrated (Asana mentions 'Tesla inverter or similar' and BOM lists only Powerwall 3, no separate inverter SKU). Roof covering material is a guess — verify with site survey photos.",
      "Plan set PDF contained only a shade report (3 pages) — no electrical single-line diagram, roof layout, or structural details were present. Many values had to be inferred from equipment specs (Tesla Powerwall 3, SnapNrack UR-45, Q-Cells 410W) and California residential construction norms.",
      "Battery manufacturer listed as Tesla in both Asana and BOM (Powerwall 3 + MCI-2 + Backup Switch). ESS fields filled based on Tesla Powerwall 3 published specifications.",
      "Asana MPU field is 'TBC' — busbar/service rating of 200A is a standard residential inference and must be verified against actual panel.",
      "Total roof area is a rough estimate only (confidence 0.4) — no floor plan or roof layout provided.",
      "ESS installation location defaulted to 'Garage (interior)' as most common Powerwall 3 install location; must be verified from site survey photos.",
      "Rapid Shutdown via Tesla MCI-2 (Module-level Communication Interface) — 3 units for 9 modules (3 modules per MCI-2)."
    ],
    "flow": "v1",
    "iteration_count": 0,
    "iteration_outcome": null,
    "final_diagnosis": null,
    "created_at": "2026-04-28T17:46:55.843414+00:00",
    "updated_at": "2026-04-28T17:51:24.311231+00:00",
    "submitted_at": "2026-04-28T17:51:24.125172+00:00",
    "completed_at": null
  },
  "iterations": [],
  "insights": {
    "stuck_rules": [],
    "newly_revealed": [],
    "conditional_triggers": {}
  },
  "audit_log": [
    {
      "id": 57,
      "ts": "2026-04-28T17:46:55.857714+00:00",
      "stage": "asana_fetched",
      "level": "info",
      "message": "Resolving Asana task reference 'https://app.asana.com/1/1203754389657527/project/1208103004469323/task/1214181955813678'",
      "payload": null
    },
    {
      "id": 58,
      "ts": "2026-04-28T17:46:56.364321+00:00",
      "stage": "asana_fetched",
      "level": "info",
      "message": "Loaded Asana task: Stacey Santoro",
      "payload": {
        "gid": "1214181955813678",
        "title": "Stacey Santoro",
        "customer": "Stacey Santoro"
      }
    },
    {
      "id": 59,
      "ts": "2026-04-28T17:46:56.371659+00:00",
      "stage": "drive_resolved",
      "level": "info",
      "message": "Searching Asana fields for Google Drive URL",
      "payload": null
    },
    {
      "id": 60,
      "ts": "2026-04-28T17:46:57.891266+00:00",
      "stage": "drive_resolved",
      "level": "info",
      "message": "Resolved Drive folder (5 items, 4 in CAD/)",
      "payload": {
        "folder_id": "1jk4uZa9rWFojCP18V3vC94vhoVoOOfX4",
        "cad_folder_id": "1ozsPLPvKraYi4klp0BlZmAko4enpLDRU"
      }
    },
    {
      "id": 61,
      "ts": "2026-04-28T17:46:57.898096+00:00",
      "stage": "pdf_downloaded",
      "level": "info",
      "message": "Picking the latest-dated plan-set PDF",
      "payload": null
    },
    {
      "id": 62,
      "ts": "2026-04-28T17:47:00.443599+00:00",
      "stage": "pdf_downloaded",
      "level": "info",
      "message": "Downloaded plan-set: Aurora Shade Report - Stacey Santoro - LGCY Design - JobEngine PV1 - 2026-04-24 111719.pdf (3.7 MB)",
      "payload": {
        "bytes": 3864987,
        "filename": "Aurora Shade Report - Stacey Santoro - LGCY Design - JobEngine PV1 - 2026-04-24 111719.pdf"
      }
    },
    {
      "id": 63,
      "ts": "2026-04-28T17:47:00.450218+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Looking for the BOM CSV in the same folder",
      "payload": null
    },
    {
      "id": 64,
      "ts": "2026-04-28T17:47:01.064864+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Downloaded BOM: BOM_LIS56648.csv (16 rows)",
      "payload": {
        "rows": 16,
        "filename": "BOM_LIS56648.csv"
      }
    },
    {
      "id": 65,
      "ts": "2026-04-28T17:47:01.071769+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracting text from the plan-set PDF",
      "payload": null
    },
    {
      "id": 66,
      "ts": "2026-04-28T17:47:01.160387+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1/3: Claude Opus 4.7 (full extraction)",
      "payload": null
    },
    {
      "id": 67,
      "ts": "2026-04-28T17:47:20.226896+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1: Opus filled 18 fields (avg 86%)",
      "payload": null
    },
    {
      "id": 68,
      "ts": "2026-04-28T17:47:20.241199+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2/3: Claude Sonnet 4.6 retrying 41 missing fields",
      "payload": null
    },
    {
      "id": 69,
      "ts": "2026-04-28T17:48:22.438842+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2: Sonnet added 41 more fields",
      "payload": null
    },
    {
      "id": 70,
      "ts": "2026-04-28T17:48:22.604998+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracted 59 fields, avg confidence 74% (Opus: 18, Sonnet retry: +41)",
      "payload": {
        "usage": {
          "input_tokens": 16687,
          "output_tokens": 6019,
          "cache_read_input_tokens": 5191,
          "cache_creation_input_tokens": 0
        },
        "fields": 59,
        "passes": {
          "opus_full": 18,
          "opus_retry": 0,
          "sonnet_retry": 41
        },
        "missing": 0,
        "extra_fields": 0,
        "avg_confidence": 0.749
      }
    },
    {
      "id": 71,
      "ts": "2026-04-28T17:48:22.621804+00:00",
      "stage": "awaiting_review",
      "level": "info",
      "message": "Pipeline complete — review the extracted fields and submit when ready",
      "payload": null
    },
    {
      "id": 72,
      "ts": "2026-04-28T17:51:24.278255+00:00",
      "stage": "submitting",
      "level": "info",
      "message": "Building SolarAPP+ payload from reviewed fields",
      "payload": null
    },
    {
      "id": 73,
      "ts": "2026-04-28T17:51:24.304598+00:00",
      "stage": "submitting",
      "level": "info",
      "message": "Calling SolarAPP+ create_project + PATCH /details",
      "payload": null
    }
  ],
  "field_values": [
    {
      "payload_key": "Attachment points staggered",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.65,
      "edited": true,
      "reasoning": "SnapNrack UR-45 racking system standard installation practice uses staggered attachment points for structural load distribution.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Busbar #1 already present on site",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.55,
      "edited": true,
      "reasoning": "BOM includes a new 60A 2-pole breaker and disconnect switch, suggesting new panel interconnection components rather than an existing busbar already on site.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Busbar #1 rating (Amps)",
      "source": "user",
      "raw_value": "200",
      "ai_value": "200",
      "user_value": "200",
      "confidence": 0.55,
      "edited": true,
      "reasoning": "Standard residential service in California is typically 200A. The Asana notes MPU as TBC but utility service rating defaults to 200A for residential in this region.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Busbar #1 subject to backfeed",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "Solar PV system with battery storage interconnecting at the main service panel will subject the busbar to backfeed from the inverter/battery system.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Current roof covering material",
      "source": "user",
      "raw_value": "Asphalt or composition shingles",
      "ai_value": "Asphalt or composition shingles",
      "user_value": "Asphalt or composition shingles",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "Most common residential roof; not specified in plan set text.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Each ESS unit has dedicated OCPD",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "A dedicated 60A 2-pole OCPD is included in the BOM for the ESS unit.",
      "source_excerpt": "24232 60 Amp 2-Pole | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS assembly weight (lbs)",
      "source": "user",
      "raw_value": "287",
      "ai_value": "287",
      "user_value": "287",
      "confidence": 0.75,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 published spec weight is approximately 287 lbs for the wall-mounted unit.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS center of mass less than 4 feet from floor",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.75,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 is typically wall-mounted with center of mass well within 4 feet from floor per standard installation.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS in sleeping rooms or closets opening to sleeping rooms",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 with Whole Home Backup configuration is typically installed in garage or exterior wall, not in sleeping rooms.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS installation location",
      "source": "user",
      "raw_value": "Garage (interior)",
      "ai_value": "Garage (interior)",
      "user_value": "Garage (interior)",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 with Whole Home Backup is most commonly installed in an interior garage for residential installations. No explicit location stated in documents.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS location subject to vehicle damage",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.55,
      "edited": true,
      "reasoning": "If installed in garage interior (most common location for Powerwall 3), it may be subject to vehicle damage unless protected.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS Model 1 includes DC-coupled expansion unit",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.9,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 is an AC-coupled all-in-one unit. Quantity is 1, no DC-coupled expansion listed in BOM.",
      "source_excerpt": "Tesla Powerwall 3 | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS Model 1 Manufacturer",
      "source": "user",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": "Tesla",
      "confidence": 0.98,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS Model 1 Number",
      "source": "user",
      "raw_value": "Powerwall 3",
      "ai_value": "Powerwall 3",
      "user_value": "Powerwall 3",
      "confidence": 0.98,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS Model 1 Quantity",
      "source": "user",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": "1",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "1 | LIS56648 | Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS positively attached to building per manufacturer",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.9,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 installation requirements mandate wall-mounting with manufacturer-specified hardware. Standard compliance assumed.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "ESS + PV Inverter certified as single unit (no field wiring)",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.8,
      "edited": true,
      "reasoning": "Powerwall 3 is integrated ESS + PV inverter unit.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Flush mount or tilt-up",
      "source": "user",
      "raw_value": "Flush mount",
      "ai_value": "Flush mount",
      "user_value": "Flush mount",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "SnapNrack UR-45 rail system used for flush rooftop mounting.",
      "source_excerpt": "SnapNrack Domestic UR-45 172\" Rail",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Home has sprinkler systems",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.5,
      "edited": true,
      "reasoning": "Single-family residential home in Apple Valley, CA. No sprinkler system mentioned in plan set or Asana. Most existing SFR homes in this area do not have sprinklers unless newer construction requiring it.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Homeowner Full Name",
      "source": "user",
      "raw_value": "Stacey Santoro",
      "ai_value": "Stacey Santoro",
      "user_value": "Stacey Santoro",
      "confidence": 0.98,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Customer Name: Stacey Santoro",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Inverter 1 interconnection location",
      "source": "user",
      "raw_value": "Main Service Panel",
      "ai_value": "Main Service Panel",
      "user_value": "Main Service Panel",
      "confidence": 0.7,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 with Backup Switch (whole home backup) interconnects at the main service panel. BOM includes Tesla Backup Switch indicating MSP-level interconnection.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Inverter 1 Manufacturer",
      "source": "user",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": "Tesla",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Inverter 1 Model Number",
      "source": "user",
      "raw_value": "Powerwall 3",
      "ai_value": "Powerwall 3",
      "user_value": "Powerwall 3",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "Powerwall 3 contains the integrated PV inverter; no separate Tesla inverter SKU on BOM.",
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Inverter 1 OCPD rating (Amps)",
      "source": "user",
      "raw_value": "60",
      "ai_value": "60",
      "user_value": "60",
      "confidence": 0.82,
      "edited": true,
      "reasoning": "The BOM lists a 60A 2-pole breaker consistent with Tesla Powerwall 3 / integrated inverter OCPD.",
      "source_excerpt": "24232 60 Amp 2-Pole | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Inverter 1 power setting (kW)",
      "source": "user",
      "raw_value": "3.69",
      "ai_value": "3.69",
      "user_value": "3.69",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "System size is listed as 3.69 kWDC in Asana custom fields.",
      "source_excerpt": "KW\": \"3.69\"",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Inverter architecture type",
      "source": "user",
      "raw_value": "String Inverter without DC-DC Converters",
      "ai_value": "String Inverter without DC-DC Converters",
      "user_value": "String Inverter without DC-DC Converters",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "Powerwall 3 has integrated string PV inverter with MPPTs; no DC optimizers in BOM.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Max DC PV Wire / USE-2 conductors in raceway (excl. EGC)",
      "source": "user",
      "raw_value": "2",
      "ai_value": "2",
      "user_value": "2",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "Single string of 9 modules with Tesla Powerwall 3 integrated inverter. Typical DC wiring uses 2 conductors (positive and negative) in raceway.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Max DC THWN-2 conductors in raceway (excl. EGC)",
      "source": "user",
      "raw_value": "2",
      "ai_value": "2",
      "user_value": "2",
      "confidence": 0.55,
      "edited": true,
      "reasoning": "For a single-string DC circuit, 2 THWN-2 conductors (positive and negative) in conduit is standard.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Maximum distance from module to roof (inches)",
      "source": "user",
      "raw_value": "10",
      "ai_value": "10",
      "user_value": "10",
      "confidence": 0.65,
      "edited": true,
      "reasoning": "SnapNrack UR-45 low-profile racking system. Standard module standoff height with UltraFoot mounts is approximately 6-10 inches. Using 10 inches as the typical maximum for this racking system.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Maximum input DC open circuit voltage (Voc) of PV inverter",
      "source": "user",
      "raw_value": "600",
      "ai_value": "600",
      "user_value": "600",
      "confidence": 0.75,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 integrated inverter has a maximum DC input Voc of 600V per published specifications.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Maximum input DC short circuit current (Isc) of PV inverter",
      "source": "user",
      "raw_value": "20",
      "ai_value": "20",
      "user_value": "20",
      "confidence": 0.65,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 integrated inverter maximum DC input Isc is approximately 20A per published specifications.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Maximum number of modules in a DC series string",
      "source": "user",
      "raw_value": "9",
      "ai_value": "9",
      "user_value": "9",
      "confidence": 0.9,
      "edited": true,
      "reasoning": "Total of 9 modules in the system. Shade report shows 1 array of 9 panels. With Powerwall 3 integrated inverter, all 9 are in a single string.",
      "source_excerpt": "10893 | 9 | LIS56648 | QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Maximum OCPD rating allowed on Inverter 1 (Amps)",
      "source": "user",
      "raw_value": "60",
      "ai_value": "60",
      "user_value": "60",
      "confidence": 0.8,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 maximum OCPD per manufacturer specification is 60A; confirmed by 60A 2-pole breaker in BOM.",
      "source_excerpt": "24232 60 Amp 2-Pole | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Maximum spacing between adjacent attachment points (inches)",
      "source": "user",
      "raw_value": "72",
      "ai_value": "72",
      "user_value": "72",
      "confidence": 0.65,
      "edited": true,
      "reasoning": "SnapNrack UR-45 racking system standard maximum rafter spacing / attachment point spacing is typically 72 inches (6 feet) for residential composite shingle roofs.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Module 1 Quantity",
      "source": "user",
      "raw_value": "9",
      "ai_value": "9",
      "user_value": "9",
      "confidence": 0.98,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "9 | LIS56648 | QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Module fire rating type",
      "source": "user",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": "1",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "Hanwha Q-Cells Q.PEAK DUO BLK ML-G10.C+ 410 modules are Class A (fire rating type 1) certified, standard for residential PV on composite shingle roofs.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Module is bifacial",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "Q.PEAK DUO BLK ML-G10.C+ is monofacial all-black module.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Module Manufacturer",
      "source": "user",
      "raw_value": "Hanwha Q CELLS",
      "ai_value": "Hanwha Q CELLS",
      "user_value": "Hanwha Q CELLS",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Module Model Number",
      "source": "user",
      "raw_value": "Q.PEAK DUO BLK ML-G10.C+ 410",
      "ai_value": "Q.PEAK DUO BLK ML-G10.C+ 410",
      "user_value": "Q.PEAK DUO BLK ML-G10.C+ 410",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Number of busbars",
      "source": "user",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": "1",
      "confidence": 0.7,
      "edited": true,
      "reasoning": "Single residential service panel system with one main busbar for interconnection. No subpanel mentioned.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Number of composite shingle layers",
      "source": "user",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": "1",
      "confidence": 0.65,
      "edited": true,
      "reasoning": "Standard residential construction. No re-roofing or double-layer mentioned in Asana or plan set. Default assumption is 1 layer of composite shingles.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Number of distinct ESS models",
      "source": "user",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": "1",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "OCPD protecting busbar #1 rating (Amps)",
      "source": "user",
      "raw_value": "200",
      "ai_value": "200",
      "user_value": "200",
      "confidence": 0.55,
      "edited": true,
      "reasoning": "Standard residential main breaker rating is 200A. The main OCPD protecting the busbar would be the main breaker at 200A.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "PV system weight (lbs/sq ft)",
      "source": "user",
      "raw_value": "3.0",
      "ai_value": "3.0",
      "user_value": "3.0",
      "confidence": 0.65,
      "edited": true,
      "reasoning": "SnapNrack UR-45 with Q-Cells 410W modules. Typical installed PV system weight (modules + racking) is approximately 2.5-3.5 lbs/sq ft. Using 3.0 as standard estimate.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Racking System Manufacturer",
      "source": "user",
      "raw_value": "SnapNrack",
      "ai_value": "SnapNrack",
      "user_value": "SnapNrack",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "SnapNrack Domestic UR-45 172\" Rail - Mill, 232-10095-USA",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Racking System Model Number",
      "source": "user",
      "raw_value": "Ultra Rail (UR-45)",
      "ai_value": "Ultra Rail (UR-45)",
      "user_value": "Ultra Rail (UR-45)",
      "confidence": 0.85,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "SnapNrack Domestic UR-45 172\" Rail",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Rapid Shutdown compliance method inside array",
      "source": "user",
      "raw_value": "Module-Level Power Electronics (MLPE)",
      "ai_value": "Module-Level Power Electronics (MLPE)",
      "user_value": "Module-Level Power Electronics (MLPE)",
      "confidence": 0.75,
      "edited": true,
      "reasoning": "Tesla MCI-2 is a module-level communication interface that enables rapid shutdown via MLPE compliance method per NEC 690.12.",
      "source_excerpt": "Tesla MCI-2 | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Manufacturer",
      "source": "user",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": "Tesla",
      "confidence": 0.75,
      "edited": true,
      "reasoning": "Tesla MCI-2 (Module-level Communication Interface) provides rapid shutdown compliance as part of the Tesla Powerwall 3 ecosystem.",
      "source_excerpt": "Tesla MCI-2 | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Model Number",
      "source": "user",
      "raw_value": "MCI-2",
      "ai_value": "MCI-2",
      "user_value": "MCI-2",
      "confidence": 0.75,
      "edited": true,
      "reasoning": "Tesla MCI-2 listed in BOM with quantity 3, used for rapid shutdown compliance at module level.",
      "source_excerpt": "Tesla MCI-2 | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Roof penetration sealant method name and description",
      "source": "user",
      "raw_value": "SnapNrack UltraFoot with EPDM gasket and butyl sealant; lag bolt through flashed mount into rafter",
      "ai_value": "SnapNrack UltraFoot with EPDM gasket and butyl sealant; lag bolt through flashed mount into rafter",
      "user_value": "SnapNrack UltraFoot with EPDM gasket and butyl sealant; lag bolt through flashed mount into rafter",
      "confidence": 0.65,
      "edited": true,
      "reasoning": "SnapNrack UltraFoot mounts use integrated EPDM gasket sealing with additional butyl tape/sealant per manufacturer installation guidelines.",
      "source_excerpt": "SNr UltraFoot Rafter Black - Domestic | ... | Lag Bolts",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Roof pitch",
      "source": "user",
      "raw_value": "4/12",
      "ai_value": "4/12",
      "user_value": "4/12",
      "confidence": 0.55,
      "edited": true,
      "reasoning": "Shade report shows 17° pitch which is roughly 4/12 (3.7/12).",
      "source_excerpt": "9 135° 17° 94% 98% 92%",
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Separation between ESS units less than 3 feet",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.8,
      "edited": true,
      "reasoning": "Only 1 Tesla Powerwall 3 unit in the BOM. With a single ESS unit, separation between units is not applicable / No.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Smoke/heat alarm present at ESS location",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.7,
      "edited": true,
      "reasoning": "California building code and NEC 2020 requirements for ESS installations mandate smoke/heat detection. Residential garage installations in CA are required to have detection.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Supply side connection per NEC 705.12(A)",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.65,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 with Backup Switch typically interconnects load-side at the main panel per NEC 705.12(B), not supply-side. No indication of supply-side connection in documents.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "THWN-2 conductors in PV inverter AC output circuit raceway (excl. EGC)",
      "source": "user",
      "raw_value": "2",
      "ai_value": "2",
      "user_value": "2",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "Standard AC output circuit from Tesla Powerwall 3 inverter uses 2 THWN-2 conductors (line and neutral) plus EGC in conduit.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Total roof area (sq ft)",
      "source": "user",
      "raw_value": "1800",
      "ai_value": "1800",
      "user_value": "1800",
      "confidence": 0.4,
      "edited": true,
      "reasoning": "No roof area explicitly stated. Shade report shows 9 modules at 17-degree pitch on 135-degree azimuth. Estimating based on typical single-family home in Apple Valley, CA area.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Using Power Control System to curtail Inverter 1",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.7,
      "edited": true,
      "reasoning": "No power control system or curtailment device mentioned in Asana, BOM, or plan set. Standard residential installation without export limitation.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T17:51:24.125172+00:00"
    },
    {
      "payload_key": "Utility available fault current greater than 10 kA at service",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.65,
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