← back to audit · 01KQB7CGAH0J91J5JPW6VGKBVN

Stacey Santoro

Asana ↗ v1 awaiting_review stage=awaiting_review iters=0 conf=72%

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 (15 events)

#	Level	Stage	Message	Time
74	info	asana_fetched	Resolving Asana task reference 'https://app.asana.com/1/1203754389657527/project/1208103004469323/task/1214181955813678'	2026-04-28T23:39:27
75	info	asana_fetched	Loaded Asana task: Stacey Santoro payload { "customer": "Stacey Santoro", "gid": "1214181955813678", "title": "Stacey Santoro" }	2026-04-28T23:39:28
76	info	drive_resolved	Searching Asana fields for Google Drive URL	2026-04-28T23:39:28
77	info	drive_resolved	Resolved Drive folder (5 items, 4 in CAD/) payload { "cad_folder_id": "1ozsPLPvKraYi4klp0BlZmAko4enpLDRU", "folder_id": "1jk4uZa9rWFojCP18V3vC94vhoVoOOfX4" }	2026-04-28T23:39:29
78	info	pdf_downloaded	Picking the latest-dated plan-set PDF	2026-04-28T23:39:29
79	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" }	2026-04-28T23:39:31
80	info	bom_downloaded	Looking for the BOM CSV in the same folder	2026-04-28T23:39:31
81	info	bom_downloaded	Downloaded BOM: BOM_LIS56648.csv (16 rows) payload { "filename": "BOM_LIS56648.csv", "rows": 16 }	2026-04-28T23:39:31
82	info	ai_extracted	Extracting text from the plan-set PDF	2026-04-28T23:39:31
83	info	ai_extracted	Pass 1/3: Claude Opus 4.7 (full extraction)	2026-04-28T23:39:31
84	info	ai_extracted	Pass 1: Opus filled 17 fields (avg 86%)	2026-04-28T23:39:50
85	info	ai_extracted	Pass 2/3: Claude Sonnet 4.6 retrying 42 missing fields	2026-04-28T23:39:50
86	info	ai_extracted	Pass 2: Sonnet added 42 more fields	2026-04-28T23:41:04
87	info	ai_extracted	Extracted 59 fields, avg confidence 72% (Opus: 17, Sonnet retry: +42) payload { "avg_confidence": 0.722, "extra_fields": 0, "fields": 59, "missing": 0, "passes": { "opus_full": 17, "opus_retry": 0, "sonnet_retry": 42 }, "usage": { "cache_creation_input_tokens": 5191, "cache_read_input_tokens": 0, "input_tokens": 18250, "output_tokens": 6036 } }	2026-04-28T23:41:04
88	info	awaiting_review	Pipeline complete — review the extracted fields and submit when ready	2026-04-28T23:41:04

Field values (59)

▸ Show all extracted + edited fields

Key	AI value	User value	Conf	Edited	In map
Attachment points staggered	Yes	—	0.60	no	yes
Busbar #1 already present on site	No	—	0.55	no	yes
Busbar #1 rating (Amps)	200	—	0.55	no	yes
Busbar #1 subject to backfeed	Yes	—	0.75	no	yes
Current roof covering material	Asphalt or composition shingles	—	0.70	no	yes
Each ESS unit has dedicated OCPD	Yes	—	0.80	no	yes
ESS assembly weight (lbs)	287	—	0.75	no	yes
ESS center of mass less than 4 feet from floor	Yes	—	0.80	no	yes
ESS in sleeping rooms or closets opening to sleeping rooms	No	—	0.80	no	yes
ESS installation location	Garage (interior)	—	0.60	no	yes
ESS location subject to vehicle damage	Yes	—	0.55	no	yes
ESS Model 1 includes DC-coupled expansion unit	No	—	0.85	no	yes
ESS Model 1 Manufacturer	Tesla	—	0.98	no	yes
ESS Model 1 Number	Powerwall 3	—	0.98	no	yes
ESS Model 1 Quantity	1	—	0.95	no	yes
ESS positively attached to building per manufacturer	Yes	—	0.85	no	yes
ESS + PV Inverter certified as single unit (no field wiring)	Yes	—	0.70	no	yes
Flush mount or tilt-up	Flush mount	—	0.70	no	yes
Home has sprinkler systems	No	—	0.50	no	yes
Homeowner Full Name	Stacey Santoro	—	0.98	no	yes
Inverter 1 interconnection location	Main Service Panel	—	0.70	no	yes
Inverter 1 Manufacturer	Tesla	—	0.90	no	yes
Inverter 1 Model Number	Powerwall 3	—	0.80	no	yes
Inverter 1 OCPD rating (Amps)	60	—	0.75	no	yes
Inverter 1 power setting (kW)	3.69	—	0.85	no	yes
Inverter architecture type	String Inverter without DC-DC Converters	—	0.75	no	yes
Max DC PV Wire / USE-2 conductors in raceway (excl. EGC)	2	—	0.60	no	yes
Max DC THWN-2 conductors in raceway (excl. EGC)	2	—	0.55	no	yes
Maximum distance from module to roof (inches)	10	—	0.65	no	yes
Maximum input DC open circuit voltage (Voc) of PV inverter	600.0	—	0.65	no	yes
Maximum input DC short circuit current (Isc) of PV inverter	20.0	—	0.55	no	yes
Maximum number of modules in a DC series string	9	—	0.80	no	yes
Maximum OCPD rating allowed on Inverter 1 (Amps)	60	—	0.75	no	yes
Maximum spacing between adjacent attachment points (inches)	72	—	0.60	no	yes
Module 1 Quantity	9	—	0.98	no	yes
Module fire rating type	1	—	0.80	no	yes
Module is bifacial	No	—	0.85	no	yes
Module Manufacturer	Hanwha Q CELLS	—	0.95	no	yes
Module Model Number	Q.PEAK DUO BLK ML-G10.C+ 410	—	0.95	no	yes
Number of busbars	1	—	0.70	no	yes
Number of composite shingle layers	1	—	0.55	no	yes
Number of distinct ESS models	1	—	0.90	no	yes
OCPD protecting busbar #1 rating (Amps)	200	—	0.55	no	yes
PV system weight (lbs/sq ft)	4.0	—	0.60	no	yes
Racking System Manufacturer	SnapNrack	—	0.95	no	yes
Racking System Model Number	Ultra Rail UR-45	—	0.85	no	yes
Rapid Shutdown compliance method inside array	Module-level rapid shutdown using Tesla MCI-2 devices (module-level power electronics)	—	0.70	no	yes
Rapid Shutdown Device Manufacturer	Tesla	—	0.65	no	yes
Rapid Shutdown Device Model Number	MCI-2	—	0.65	no	yes
Roof penetration sealant method name and description	SnapNrack UltraFoot with EPDM rubber gasket and butyl sealant tape; lag bolt penetrations sealed with roofing caulk/sealant	—	0.60	no	yes
Roof pitch	4/12	—	0.60	no	yes
Separation between ESS units less than 3 feet	No	—	0.60	no	yes
Smoke/heat alarm present at ESS location	Yes	—	0.65	no	yes
Supply side connection per NEC 705.12(A)	No	—	0.65	no	yes
THWN-2 conductors in PV inverter AC output circuit raceway (excl. EGC)	2	—	0.65	no	yes
Total roof area (sq ft)	1800	—	0.40	no	yes
Using Power Control System to curtail Inverter 1	No	—	0.70	no	yes
Utility available fault current greater than 10 kA at service	Yes	—	0.65	no	yes
Utility service feed rating (Amps)	200	—	0.65	no	yes

Artifacts (4)

Kind	Path	Size	SHA
`asana_json`	/data/runs/01KQB7CGAH0J91J5JPW6VGKBVN/asana.json	60390 B
`pdf`	/data/runs/01KQB7CGAH0J91J5JPW6VGKBVN/pdf/Aurora_Shade_Report_-_Stacey_Santoro_-_LGCY_Design_-_JobEngine_PV1_-_2026-04-24_111719.pdf	3864987 B	a91d13c1918831a2
`bom`	/data/runs/01KQB7CGAH0J91J5JPW6VGKBVN/bom/BOM_LIS56648.csv	1734 B	f80b49faad194bac
`extraction`	/data/runs/01KQB7CGAH0J91J5JPW6VGKBVN/extraction.json	23678 B

{
  "run": {
    "id": "01KQB7CGAH0J91J5JPW6VGKBVN",
    "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": "awaiting_review",
    "current_stage": "awaiting_review",
    "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": 18250,
      "output_tokens": 6036,
      "cache_read_input_tokens": 0,
      "cache_creation_input_tokens": 5191
    },
    "avg_confidence": 0.722,
    "warnings": [
      "Plan-set provided was shade report only; no electrical/structural sheets included. Roof material, sealant, attachment spacing, OCPD ratings, busbar info, etc. not present in available sources.",
      "Roof pitch inferred from shade report's 17° tilt (~4/12).",
      "Inverter assumed to be Tesla Powerwall 3 integrated inverter; BOM also lists Tesla MCI-2 (3 qty) and Backup Switch — operator should verify inverter selection.",
      "Plan set provided was primarily a shade report with limited electrical/structural detail; many values inferred from equipment specs and standard practices.",
      "Tesla Powerwall 3 with MCI-2 and Backup Switch configuration used to infer ESS and rapid shutdown details.",
      "SnapNrack UR-45 with UltraFoot (30 lag bolts in BOM) used to infer racking/attachment details.",
      "Roof material inferred as composition shingles based on regional norms and racking system type - reviewer should verify.",
      "Total roof area is a rough estimate only - reviewer must verify from site survey or plan set.",
      "ESS installation location (garage interior) is inferred from typical Tesla Powerwall 3 residential installations - reviewer must confirm from site survey photos.",
      "9 modules shown in single array in shade report at 135° azimuth, 17° pitch; all 9 modules assumed to be in one series string for Tesla Powerwall 3 integrated inverter.",
      "Inverter 1 power setting set to system DC size (3.69 kW) from Asana; reviewer should confirm AC power limit from inverter specs."
    ],
    "flow": "v1",
    "iteration_count": 0,
    "iteration_outcome": null,
    "final_diagnosis": null,
    "created_at": "2026-04-28T23:39:27.445895+00:00",
    "updated_at": "2026-04-28T23:41:04.426790+00:00",
    "submitted_at": null,
    "completed_at": null
  },
  "iterations": [],
  "insights": {
    "stuck_rules": [],
    "newly_revealed": [],
    "conditional_triggers": {}
  },
  "audit_log": [
    {
      "id": 74,
      "ts": "2026-04-28T23:39:27.462255+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": 75,
      "ts": "2026-04-28T23:39:28.143243+00:00",
      "stage": "asana_fetched",
      "level": "info",
      "message": "Loaded Asana task: Stacey Santoro",
      "payload": {
        "gid": "1214181955813678",
        "title": "Stacey Santoro",
        "customer": "Stacey Santoro"
      }
    },
    {
      "id": 76,
      "ts": "2026-04-28T23:39:28.153944+00:00",
      "stage": "drive_resolved",
      "level": "info",
      "message": "Searching Asana fields for Google Drive URL",
      "payload": null
    },
    {
      "id": 77,
      "ts": "2026-04-28T23:39:29.391322+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": 78,
      "ts": "2026-04-28T23:39:29.399081+00:00",
      "stage": "pdf_downloaded",
      "level": "info",
      "message": "Picking the latest-dated plan-set PDF",
      "payload": null
    },
    {
      "id": 79,
      "ts": "2026-04-28T23:39:31.107961+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": 80,
      "ts": "2026-04-28T23:39:31.117298+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Looking for the BOM CSV in the same folder",
      "payload": null
    },
    {
      "id": 81,
      "ts": "2026-04-28T23:39:31.777525+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Downloaded BOM: BOM_LIS56648.csv (16 rows)",
      "payload": {
        "rows": 16,
        "filename": "BOM_LIS56648.csv"
      }
    },
    {
      "id": 82,
      "ts": "2026-04-28T23:39:31.785901+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracting text from the plan-set PDF",
      "payload": null
    },
    {
      "id": 83,
      "ts": "2026-04-28T23:39:31.908461+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1/3: Claude Opus 4.7 (full extraction)",
      "payload": null
    },
    {
      "id": 84,
      "ts": "2026-04-28T23:39:50.035148+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1: Opus filled 17 fields (avg 86%)",
      "payload": null
    },
    {
      "id": 85,
      "ts": "2026-04-28T23:39:50.049980+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2/3: Claude Sonnet 4.6 retrying 42 missing fields",
      "payload": null
    },
    {
      "id": 86,
      "ts": "2026-04-28T23:41:04.250766+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2: Sonnet added 42 more fields",
      "payload": null
    },
    {
      "id": 87,
      "ts": "2026-04-28T23:41:04.419811+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracted 59 fields, avg confidence 72% (Opus: 17, Sonnet retry: +42)",
      "payload": {
        "usage": {
          "input_tokens": 18250,
          "output_tokens": 6036,
          "cache_read_input_tokens": 0,
          "cache_creation_input_tokens": 5191
        },
        "fields": 59,
        "passes": {
          "opus_full": 17,
          "opus_retry": 0,
          "sonnet_retry": 42
        },
        "missing": 0,
        "extra_fields": 0,
        "avg_confidence": 0.722
      }
    },
    {
      "id": 88,
      "ts": "2026-04-28T23:41:04.433270+00:00",
      "stage": "awaiting_review",
      "level": "info",
      "message": "Pipeline complete — review the extracted fields and submit when ready",
      "payload": null
    }
  ],
  "field_values": [
    {
      "payload_key": "Attachment points staggered",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "SnapNrack UR-45 racking systems with UltraFoot attachments are standardly installed in a staggered pattern per SnapNrack installation guidelines for structural load distribution.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Busbar #1 already present on site",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "No mention of existing busbar in Asana or plan set. MPU is listed as 'TBC', suggesting panel work is pending rather than an existing busbar already present.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Busbar #1 rating (Amps)",
      "source": "inferred",
      "raw_value": "200",
      "ai_value": "200",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "Standard residential service in California is typically 200A. No explicit value stated in sources.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Busbar #1 subject to backfeed",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "PV system interconnected at main service panel with load-side connection would subject the busbar to backfeed from the inverter/Powerwall 3.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Current roof covering material",
      "source": "inferred",
      "raw_value": "Asphalt or composition shingles",
      "ai_value": "Asphalt or composition shingles",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "Apple Valley, CA single-family residential homes overwhelmingly use asphalt/composition shingles. SnapNrack UR-45 racking with lag bolt UltraFoot attachments is specifically designed for composition shingle roofs. No other roof material indicated.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Each ESS unit has dedicated OCPD",
      "source": "bom",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.8,
      "edited": false,
      "reasoning": "A 60A 2-pole breaker is included in BOM, consistent with a dedicated OCPD for the Powerwall 3.",
      "source_excerpt": "24232 60 Amp 2-Pole | af3fdaf5-421c-4977-8033-a47f0da82725",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS assembly weight (lbs)",
      "source": "inferred",
      "raw_value": "287",
      "ai_value": "287",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 has a published weight of approximately 287 lbs per unit. One unit in BOM.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS center of mass less than 4 feet from floor",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.8,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 is a wall-mounted unit; when mounted at standard height its center of mass is typically less than 4 feet from the floor.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS in sleeping rooms or closets opening to sleeping rooms",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.8,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 is typically installed in garage or exterior wall locations per standard residential installations. No indication of sleeping room installation.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS installation location",
      "source": "inferred",
      "raw_value": "Garage (interior)",
      "ai_value": "Garage (interior)",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 in residential California installations is most commonly installed in the garage interior. No explicit location stated in sources.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS location subject to vehicle damage",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "If installed in garage interior, location could be subject to vehicle damage; standard answer for garage installations is Yes.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS Model 1 includes DC-coupled expansion unit",
      "source": "bom",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.85,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 is a standalone AC-coupled unit; the BOM shows one unit with no DC-coupled expansion listed.",
      "source_excerpt": "Tesla Powerwall 3 | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS Model 1 Manufacturer",
      "source": "bom",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": null,
      "confidence": 0.98,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS Model 1 Number",
      "source": "bom",
      "raw_value": "Powerwall 3",
      "ai_value": "Powerwall 3",
      "user_value": null,
      "confidence": 0.98,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS Model 1 Quantity",
      "source": "bom",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": null,
      "confidence": 0.95,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "1 | LIS56648 | Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS positively attached to building per manufacturer",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.85,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 requires wall mounting per manufacturer installation requirements; positive attachment is a standard requirement.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "ESS + PV Inverter certified as single unit (no field wiring)",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "Powerwall 3 integrates solar inverter and battery in single listed unit.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Flush mount or tilt-up",
      "source": "inferred",
      "raw_value": "Flush mount",
      "ai_value": "Flush mount",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "Roof mount per Asana with SnapNrack UR-45 rail system; flush mount is standard.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Home has sprinkler systems",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.5,
      "edited": false,
      "reasoning": "No mention of sprinkler system in any source. Residential homes in Apple Valley, CA of this type typically do not have fire sprinkler systems unless newly constructed post-2011.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Homeowner Full Name",
      "source": "asana",
      "raw_value": "Stacey Santoro",
      "ai_value": "Stacey Santoro",
      "user_value": null,
      "confidence": 0.98,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "Customer Name: Stacey Santoro",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Inverter 1 interconnection location",
      "source": "inferred",
      "raw_value": "Main Service Panel",
      "ai_value": "Main Service Panel",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "Tesla Backup Switch in BOM and whole home backup configuration typically connects at the main service panel. No subpanel mentioned.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Inverter 1 Manufacturer",
      "source": "asana",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": null,
      "confidence": 0.9,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "Inverter Manufacturer: Tesla",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Inverter 1 Model Number",
      "source": "bom",
      "raw_value": "Powerwall 3",
      "ai_value": "Powerwall 3",
      "user_value": null,
      "confidence": 0.8,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 includes integrated solar inverter.",
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Inverter 1 OCPD rating (Amps)",
      "source": "bom",
      "raw_value": "60",
      "ai_value": "60",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "60A 2-pole breaker in BOM corresponds to the inverter/Powerwall 3 OCPD. Tesla Powerwall 3 integrated inverter typically uses a 60A OCPD.",
      "source_excerpt": "24232 60 Amp 2-Pole | af3fdaf5-421c-4977-8033-a47f0da82725",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Inverter 1 power setting (kW)",
      "source": "asana",
      "raw_value": "3.69",
      "ai_value": "3.69",
      "user_value": null,
      "confidence": 0.85,
      "edited": false,
      "reasoning": "System size is stated as 3.69 kW in Asana custom fields, corresponding to the inverter power setting.",
      "source_excerpt": "KW: 3.69",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Inverter architecture type",
      "source": "inferred",
      "raw_value": "String Inverter without DC-DC Converters",
      "ai_value": "String Inverter without DC-DC Converters",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 integrated PV inverter is a string inverter.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Max DC PV Wire / USE-2 conductors in raceway (excl. EGC)",
      "source": "inferred",
      "raw_value": "2",
      "ai_value": "2",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "With 9 modules in a single string (series), the DC home run would consist of 2 conductors (1 positive, 1 negative) in the raceway.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Max DC THWN-2 conductors in raceway (excl. EGC)",
      "source": "inferred",
      "raw_value": "2",
      "ai_value": "2",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "Standard DC string wiring uses 2 THWN-2 conductors (positive and negative) in conduit runs from array to inverter.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Maximum distance from module to roof (inches)",
      "source": "inferred",
      "raw_value": "10",
      "ai_value": "10",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "SnapNrack UR-45 racking system with UltraFoot mounts typically results in module height of approximately 6-10 inches above roof surface. 10 inches is a common maximum for this system type.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Maximum input DC open circuit voltage (Voc) of PV inverter",
      "source": "inferred",
      "raw_value": "600.0",
      "ai_value": "600.0",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "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": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Maximum input DC short circuit current (Isc) of PV inverter",
      "source": "inferred",
      "raw_value": "20.0",
      "ai_value": "20.0",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 integrated inverter DC input Isc is approximately 20A per published specifications.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Maximum number of modules in a DC series string",
      "source": "bom",
      "raw_value": "9",
      "ai_value": "9",
      "user_value": null,
      "confidence": 0.8,
      "edited": false,
      "reasoning": "9 total modules in BOM; shade report shows single array of 9 panels at same azimuth/pitch, consistent with all modules in one string.",
      "source_excerpt": "QCELLS Q.PEAK DUO BLK ML-G10.C+ 410 | Qty: 9 | af3fdaf5-421c-4977-8033-a47f0da82725",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Maximum OCPD rating allowed on Inverter 1 (Amps)",
      "source": "bom",
      "raw_value": "60",
      "ai_value": "60",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 maximum OCPD per manufacturer specs is 60A; consistent with BOM breaker.",
      "source_excerpt": "24232 60 Amp 2-Pole | af3fdaf5-421c-4977-8033-a47f0da82725",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Maximum spacing between adjacent attachment points (inches)",
      "source": "inferred",
      "raw_value": "72",
      "ai_value": "72",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "SnapNrack UR-45 system with UltraFoot attachments typically allows up to 72-inch (6-foot) rafter spacing between attachment points per standard engineering.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Module 1 Quantity",
      "source": "bom",
      "raw_value": "9",
      "ai_value": "9",
      "user_value": null,
      "confidence": 0.98,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "9 | LIS56648 | QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Module fire rating type",
      "source": "inferred",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": null,
      "confidence": 0.8,
      "edited": false,
      "reasoning": "Hanwha Q-Cells Q.PEAK DUO BLK ML-G10.C+ 410 modules carry a Class A (Type 1) fire rating, which is standard for residential PV modules installed on composition shingle roofs in California.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Module is bifacial",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.85,
      "edited": false,
      "reasoning": "Q.PEAK DUO BLK ML-G10.C+ is a monofacial all-black module.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Module Manufacturer",
      "source": "bom",
      "raw_value": "Hanwha Q CELLS",
      "ai_value": "Hanwha Q CELLS",
      "user_value": null,
      "confidence": 0.95,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Module Model Number",
      "source": "bom",
      "raw_value": "Q.PEAK DUO BLK ML-G10.C+ 410",
      "ai_value": "Q.PEAK DUO BLK ML-G10.C+ 410",
      "user_value": null,
      "confidence": 0.95,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Number of busbars",
      "source": "inferred",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "Standard single main service panel residential interconnection uses one busbar.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Number of composite shingle layers",
      "source": "inferred",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "Standard residential construction in Apple Valley CA; no re-roofing or double-layer indicated in any source.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Number of distinct ESS models",
      "source": "bom",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": null,
      "confidence": 0.9,
      "edited": false,
      "reasoning": "Only Powerwall 3 listed as ESS in BOM.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "OCPD protecting busbar #1 rating (Amps)",
      "source": "inferred",
      "raw_value": "200",
      "ai_value": "200",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "Standard residential 200A main breaker protecting the main service panel busbar.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "PV system weight (lbs/sq ft)",
      "source": "inferred",
      "raw_value": "4.0",
      "ai_value": "4.0",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "Hanwha Q.PEAK DUO BLK ML-G10.C+ 410 modules weigh approximately 44 lbs each. 9 modules + SnapNrack racking (~3 lbs/module) = ~423 lbs total. Array area ~106 sq ft (9 x ~65\"x45\" modules). ~4.0 lbs/sq ft is a typical value for this system type.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Racking System Manufacturer",
      "source": "bom",
      "raw_value": "SnapNrack",
      "ai_value": "SnapNrack",
      "user_value": null,
      "confidence": 0.95,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "SnapNrack Domestic UR-45 172\" Rail",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Racking System Model Number",
      "source": "bom",
      "raw_value": "Ultra Rail UR-45",
      "ai_value": "Ultra Rail UR-45",
      "user_value": null,
      "confidence": 0.85,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "SnapNrack Domestic UR-45 172\" Rail - Mill, 232-10095-USA",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Rapid Shutdown compliance method inside array",
      "source": "bom",
      "raw_value": "Module-level rapid shutdown using Tesla MCI-2 devices (module-level power electronics)",
      "ai_value": "Module-level rapid shutdown using Tesla MCI-2 devices (module-level power electronics)",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "Tesla MCI-2 units are module-level conversion interface devices that provide NEC 2017/2020 rapid shutdown compliance inside the array boundary via module-level electronics.",
      "source_excerpt": "Tesla MCI-2 | Qty: 3 | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Manufacturer",
      "source": "bom",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "Tesla MCI-2 (Module-level Conversion Interface) serves as the rapid shutdown device for the Tesla Powerwall 3 system.",
      "source_excerpt": "Tesla MCI-2 | Qty: 3 | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Model Number",
      "source": "bom",
      "raw_value": "MCI-2",
      "ai_value": "MCI-2",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "Tesla MCI-2 is explicitly listed in BOM as the module-level device, which provides rapid shutdown functionality.",
      "source_excerpt": "Tesla MCI-2 | Qty: 3 | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Roof penetration sealant method name and description",
      "source": "inferred",
      "raw_value": "SnapNrack UltraFoot with EPDM rubber gasket and butyl sealant tape; lag bolt penetrations sealed with roofing caulk/sealant",
      "ai_value": "SnapNrack UltraFoot with EPDM rubber gasket and butyl sealant tape; lag bolt penetrations sealed with roofing caulk/sealant",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "SnapNrack UltraFoot (SNr UltraFoot Rafter Black) is standard equipment in BOM. SnapNrack standard installation uses EPDM gasket seal with optional butyl tape for waterproofing at lag bolt penetrations.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Roof pitch",
      "source": "pdf",
      "raw_value": "4/12",
      "ai_value": "4/12",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "Shade report lists pitch 17°, ≈ 4/12.",
      "source_excerpt": "9 135° 17° 94%",
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Separation between ESS units less than 3 feet",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "Only one Tesla Powerwall 3 unit in BOM; single unit has no separation concern.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Smoke/heat alarm present at ESS location",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "California building code requires smoke/heat detection in garages; standard compliance for ESS installations.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Supply side connection per NEC 705.12(A)",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "Tesla Backup Switch configuration with whole home backup typically uses load-side interconnection at the main panel, not supply-side per NEC 705.12(A).",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "THWN-2 conductors in PV inverter AC output circuit raceway (excl. EGC)",
      "source": "inferred",
      "raw_value": "2",
      "ai_value": "2",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "Standard single-phase 240V AC output from Tesla Powerwall 3 inverter uses 2 current-carrying THWN-2 conductors (L1 and L2) plus EGC, so 2 excluding EGC.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Total roof area (sq ft)",
      "source": "inferred",
      "raw_value": "1800",
      "ai_value": "1800",
      "user_value": null,
      "confidence": 0.4,
      "edited": false,
      "reasoning": "No roof area explicitly stated. With 9 modules and a 3.69 kW system on a single-story home typical for Apple Valley CA, a total roof area of ~1800 sq ft is a reasonable estimate.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Using Power Control System to curtail Inverter 1",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "No mention of power control system or export limiting in any source documents.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Utility available fault current greater than 10 kA at service",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "SCE (Southern California Edison) utility service in California typically provides available fault current exceeding 10 kA at residential service points.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T23:41:04.272385+00:00"
    },
    {
      "payload_key": "Utility service feed rating (Amps)",
      "source": "inferred",
      "raw_value": "200",
      "ai_value": "200",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "Standard residential utility service rating in California is 200A. No explicit value stated but consistent with typical SCE residential service.",
      "source_excerpt": null,
      "in_field_map": true,
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