← back to audit · 01KQCA10CM5F5BGB05W46M9SJH

Stacey Santoro

Asana ↗ SolarAPP+ draft ↗ v1 done stage=done iters=0 conf=73%

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 (18 events)

#	Level	Stage	Message	Time
96	info	asana_fetched	Resolving Asana task reference 'https://app.asana.com/1/1203754389657527/project/1207873459369363/task/1214181955813678'	2026-04-29T09:44:50
97	info	asana_fetched	Loaded Asana task: Stacey Santoro payload { "customer": "Stacey Santoro", "gid": "1214181955813678", "title": "Stacey Santoro" }	2026-04-29T09:44:51
98	info	drive_resolved	Searching Asana fields for Google Drive URL	2026-04-29T09:44:51
99	info	drive_resolved	Resolved Drive folder (5 items, 4 in CAD/) payload { "cad_folder_id": "1ozsPLPvKraYi4klp0BlZmAko4enpLDRU", "folder_id": "1jk4uZa9rWFojCP18V3vC94vhoVoOOfX4" }	2026-04-29T09:44:52
100	info	pdf_downloaded	Picking the latest-dated plan-set PDF	2026-04-29T09:44:52
101	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" }	2026-04-29T09:44:54
102	info	bom_downloaded	Looking for the BOM CSV in the same folder	2026-04-29T09:44:54
103	info	bom_downloaded	Downloaded BOM: BOM_LIS56648.csv (16 rows) payload { "filename": "BOM_LIS56648.csv", "rows": 16 }	2026-04-29T09:44:55
104	info	ai_extracted	Extracting text from the plan-set PDF	2026-04-29T09:44:55
105	info	ai_extracted	Pass 1/3: Claude Opus 4.7 (full extraction)	2026-04-29T09:44:55
106	info	ai_extracted	Pass 1: Opus filled 15 fields (avg 90%)	2026-04-29T09:45:12
107	info	ai_extracted	Pass 2/3: Claude Sonnet 4.6 retrying 45 missing fields	2026-04-29T09:45:12
108	info	ai_extracted	Pass 2: Sonnet added 45 more fields	2026-04-29T09:46:30
109	info	ai_extracted	Extracted 60 fields, avg confidence 73% (Opus: 15, Sonnet retry: +45) payload { "avg_confidence": 0.734, "extra_fields": 0, "fields": 60, "missing": 0, "passes": { "opus_full": 15, "opus_retry": 0, "sonnet_retry": 45 }, "usage": { "cache_creation_input_tokens": 5372, "cache_read_input_tokens": 0, "input_tokens": 18406, "output_tokens": 6409 } }	2026-04-29T09:46:30
110	info	awaiting_review	Pipeline complete — review the extracted fields and submit when ready	2026-04-29T09:46:30
111	info	submitting	Building SolarAPP+ payload from reviewed fields	2026-04-29T10:00:28
112	info	submitting	Calling SolarAPP+ create_project + PATCH /details	2026-04-29T10:00:28
113	info	done	SolarAPP+ draft created: https://gosolarapp.org/my-projects/1535af34-fd00-4615-95d8-2b93312fc5ad/edit payload { "project_url": "https://gosolarapp.org/my-projects/1535af34-fd00-4615-95d8-2b93312fc5ad/edit", "project_uuid": "1535af34-fd00-4615-95d8-2b93312fc5ad" }	2026-04-29T10:00:49

Field values (60)

▸ Show all extracted + edited fields

Key	AI value	User value	Conf	Edited	In map
Attachment points staggered	Yes	Yes	0.60	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	0.75	yes	yes
Each ESS unit has dedicated OCPD	Yes	Yes	0.80	yes	yes
ESS assembly weight (lbs)	287	287	0.70	yes	yes
ESS center of mass less than 4 feet from floor	Yes	Yes	0.80	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	No	No	0.60	yes	yes
ESS Model 1 includes DC-coupled expansion unit	No	No	0.75	yes	yes
ESS Model 1 Manufacturer	Tesla	Tesla	0.99	yes	yes
ESS Model 1 Number	Powerwall 3	Powerwall 3	0.95	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	0.85	yes	yes
Flush mount or tilt-up	Flush mount	Flush mount	0.85	yes	yes
Home has sprinkler systems	No	No	0.55	yes	yes
Homeowner Full Name	Stacey Santoro	Stacey Santoro	0.99	yes	yes
Inverter 1 interconnection location	Main Service Panel	Main Service Panel	0.70	yes	yes
Inverter 1 Manufacturer	Tesla	Tesla	0.90	yes	yes
Inverter 1 Model Number	Tesla Powerwall 3	Tesla Powerwall 3	0.85	yes	yes
Inverter 1 OCPD rating (Amps)	60	60	0.80	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	0.70	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	0.60	yes	yes
Maximum input DC open circuit voltage (Voc) of PV inverter	600	600	0.65	yes	yes
Maximum input DC short circuit current (Isc) of PV inverter	20	20	0.55	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	0.75	yes	yes
Maximum spacing between adjacent attachment points (inches)	48	48	0.60	yes	yes
Module 1 Quantity	9	9	0.99	yes	yes
Module fire rating type	1	1	0.75	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	0.60	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
Project Address	18599 Cocqui Rd, Apple Valley, CA 92307	18599 Cocqui Rd, Apple Valley, CA 92307	0.95	yes	yes
PV system weight (lbs/sq ft)	3.5	3.5	0.60	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)	0.70	yes	yes
Rapid Shutdown Device Manufacturer	Tesla	Tesla	0.70	yes	yes
Rapid Shutdown Device Model Number	MCI-2	MCI-2	0.70	yes	yes
Roof penetration sealant method name and description	Flashings with butyl sealant	Flashings with butyl sealant	0.60	yes	yes
Roof pitch	4/12	4/12	0.55	yes	yes
Separation between ESS units less than 3 feet	No	No	0.55	yes	yes
Smoke/heat alarm present at ESS location	Yes	Yes	0.65	yes	yes
Supply side connection per NEC 705.12(A)	No	No	0.70	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)	1500	1500	0.35	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	No	No	0.50	yes	yes
Utility service feed rating (Amps)	200	200	0.65	yes	yes

Artifacts (4)

Kind	Path	Size	SHA
`asana_json`	/data/runs/01KQCA10CM5F5BGB05W46M9SJH/asana.json	60390 B
`pdf`	/data/runs/01KQCA10CM5F5BGB05W46M9SJH/pdf/Aurora_Shade_Report_-_Stacey_Santoro_-_LGCY_Design_-_JobEngine_PV1_-_2026-04-24_111719.pdf	3864987 B	a91d13c1918831a2
`bom`	/data/runs/01KQCA10CM5F5BGB05W46M9SJH/bom/BOM_LIS56648.csv	1734 B	f80b49faad194bac
`extraction`	/data/runs/01KQCA10CM5F5BGB05W46M9SJH/extraction.json	24833 B

{
  "run": {
    "id": "01KQCA10CM5F5BGB05W46M9SJH",
    "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": "done",
    "current_stage": "done",
    "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": "1535af34-fd00-4615-95d8-2b93312fc5ad",
    "project_url": "https://gosolarapp.org/my-projects/1535af34-fd00-4615-95d8-2b93312fc5ad/edit",
    "error_stage": null,
    "error_message": null,
    "error_payload": null,
    "ai_token_usage": {
      "input_tokens": 18406,
      "output_tokens": 6409,
      "cache_read_input_tokens": 0,
      "cache_creation_input_tokens": 5372
    },
    "avg_confidence": 0.734,
    "warnings": [
      "Plan set provided was a shade report only — no electrical/structural details extracted. Roof pitch is shown as 17° on shade report (~4/12) but should be verified.",
      "Inverter model not specified (Tesla Powerwall 3 has integrated inverter; 'Tesla inverter or similar' in contract).",
      "Racking model number inferred from rail SKU; verify exact SnapNrack model designation.",
      "Many electrical, structural, and roof fields could not be determined from sources provided.",
      "Plan set contained only a shade report (3 pages) with no electrical single-line, roof plan, or structural details — most values were inferred from product knowledge and industry standards.",
      "Tesla Powerwall 3 is an all-in-one inverter+battery unit; Inverter 1 Model Number reflects this integrated architecture.",
      "Battery-conditional fields (ESS*) are filled based on confirmed battery presence (Asana: Adders=Battery, BOM: Tesla Powerwall 3).",
      "Total roof area has very low confidence (0.35) — operator must verify from site survey or plan set.",
      "Utility available fault current confidence is low (0.5) — operator should request from SCE.",
      "Roof material inferred as composition shingle from SnapNrack UltraFoot flashing system compatibility; operator should confirm from site survey photos.",
      "ESS installation location inferred as garage — operator should confirm from site survey.",
      "MCI-2 quantity is 3 units for 9 modules, consistent with Tesla Powerwall 3 MCI-2 grouping (each MCI-2 handles up to 4 modules)."
    ],
    "flow": "v1",
    "iteration_count": 0,
    "iteration_outcome": null,
    "final_diagnosis": null,
    "created_at": "2026-04-29T09:44:50.841192+00:00",
    "updated_at": "2026-04-29T10:00:49.743916+00:00",
    "submitted_at": "2026-04-29T10:00:28.039756+00:00",
    "completed_at": "2026-04-29T10:00:49.743916+00:00"
  },
  "iterations": [],
  "insights": {
    "stuck_rules": [],
    "newly_revealed": [],
    "conditional_triggers": {}
  },
  "audit_log": [
    {
      "id": 96,
      "ts": "2026-04-29T09:44:50.853553+00:00",
      "stage": "asana_fetched",
      "level": "info",
      "message": "Resolving Asana task reference 'https://app.asana.com/1/1203754389657527/project/1207873459369363/task/1214181955813678'",
      "payload": null
    },
    {
      "id": 97,
      "ts": "2026-04-29T09:44:51.321584+00:00",
      "stage": "asana_fetched",
      "level": "info",
      "message": "Loaded Asana task: Stacey Santoro",
      "payload": {
        "gid": "1214181955813678",
        "title": "Stacey Santoro",
        "customer": "Stacey Santoro"
      }
    },
    {
      "id": 98,
      "ts": "2026-04-29T09:44:51.329499+00:00",
      "stage": "drive_resolved",
      "level": "info",
      "message": "Searching Asana fields for Google Drive URL",
      "payload": null
    },
    {
      "id": 99,
      "ts": "2026-04-29T09:44:52.944166+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": 100,
      "ts": "2026-04-29T09:44:52.951844+00:00",
      "stage": "pdf_downloaded",
      "level": "info",
      "message": "Picking the latest-dated plan-set PDF",
      "payload": null
    },
    {
      "id": 101,
      "ts": "2026-04-29T09:44:54.489959+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": 102,
      "ts": "2026-04-29T09:44:54.499965+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Looking for the BOM CSV in the same folder",
      "payload": null
    },
    {
      "id": 103,
      "ts": "2026-04-29T09:44:55.134986+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Downloaded BOM: BOM_LIS56648.csv (16 rows)",
      "payload": {
        "rows": 16,
        "filename": "BOM_LIS56648.csv"
      }
    },
    {
      "id": 104,
      "ts": "2026-04-29T09:44:55.144591+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracting text from the plan-set PDF",
      "payload": null
    },
    {
      "id": 105,
      "ts": "2026-04-29T09:44:55.339765+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1/3: Claude Opus 4.7 (full extraction)",
      "payload": null
    },
    {
      "id": 106,
      "ts": "2026-04-29T09:45:12.101863+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1: Opus filled 15 fields (avg 90%)",
      "payload": null
    },
    {
      "id": 107,
      "ts": "2026-04-29T09:45:12.116554+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2/3: Claude Sonnet 4.6 retrying 45 missing fields",
      "payload": null
    },
    {
      "id": 108,
      "ts": "2026-04-29T09:46:30.528503+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2: Sonnet added 45 more fields",
      "payload": null
    },
    {
      "id": 109,
      "ts": "2026-04-29T09:46:30.716984+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracted 60 fields, avg confidence 73% (Opus: 15, Sonnet retry: +45)",
      "payload": {
        "usage": {
          "input_tokens": 18406,
          "output_tokens": 6409,
          "cache_read_input_tokens": 0,
          "cache_creation_input_tokens": 5372
        },
        "fields": 60,
        "passes": {
          "opus_full": 15,
          "opus_retry": 0,
          "sonnet_retry": 45
        },
        "missing": 0,
        "extra_fields": 0,
        "avg_confidence": 0.734
      }
    },
    {
      "id": 110,
      "ts": "2026-04-29T09:46:30.734063+00:00",
      "stage": "awaiting_review",
      "level": "info",
      "message": "Pipeline complete — review the extracted fields and submit when ready",
      "payload": null
    },
    {
      "id": 111,
      "ts": "2026-04-29T10:00:28.210282+00:00",
      "stage": "submitting",
      "level": "info",
      "message": "Building SolarAPP+ payload from reviewed fields",
      "payload": null
    },
    {
      "id": 112,
      "ts": "2026-04-29T10:00:28.234714+00:00",
      "stage": "submitting",
      "level": "info",
      "message": "Calling SolarAPP+ create_project + PATCH /details",
      "payload": null
    },
    {
      "id": 113,
      "ts": "2026-04-29T10:00:49.752978+00:00",
      "stage": "done",
      "level": "info",
      "message": "SolarAPP+ draft created: https://gosolarapp.org/my-projects/1535af34-fd00-4615-95d8-2b93312fc5ad/edit",
      "payload": {
        "project_url": "https://gosolarapp.org/my-projects/1535af34-fd00-4615-95d8-2b93312fc5ad/edit",
        "project_uuid": "1535af34-fd00-4615-95d8-2b93312fc5ad"
      }
    }
  ],
  "field_values": [
    {
      "payload_key": "Attachment points staggered",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "SnapNrack UR-45 racking system with UltraFoot attachments on a residential roof. Staggered attachment points are standard practice with SnapNrack rail systems to distribute load and comply with structural requirements.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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 60A 2-pole breaker (item 24232) and a disconnect switch, suggesting a new interconnection setup. No existing busbar/subpanel is mentioned; the system appears to be a new installation with Tesla Backup Switch handling the interconnection.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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 main service panel in California is typically rated at 200A. The project includes an MPU noted as 'TBC' in Asana, suggesting existing panel is likely 200A.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": "The system uses a Tesla Powerwall 3 with Backup Switch and a 60A breaker interconnecting to the main panel. Load-side connection with solar backfeed is the standard interconnection method here.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": 0.75,
      "edited": true,
      "reasoning": "Residential home in Apple Valley, CA with SnapNrack UR-45 rail system and UltraFoot flashings — this racking system is specifically designed for composition shingle roofs. Composite shingle is by far the most common residential roofing material in the CA high desert.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Each ESS unit has dedicated OCPD",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.8,
      "edited": true,
      "reasoning": "BOM includes a 60A 2-pole breaker and a 60A disconnect switch consistent with dedicated OCPD for the ESS unit.",
      "source_excerpt": "24232 60 Amp 2-Pole | 23212.1 Switch Not Fusible 240V 60 Amp N3R",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "ESS assembly weight (lbs)",
      "source": "user",
      "raw_value": "287",
      "ai_value": "287",
      "user_value": "287",
      "confidence": 0.7,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 published weight is 287 lbs per unit. BOM shows 1x Powerwall 3.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": 0.8,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 is a floor/wall-mounted unit approximately 45 inches tall; center of mass is well below 4 feet when wall-mounted near floor level, as per Tesla installation guidelines.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": "Battery storage systems are typically installed in garages or exterior walls, not in sleeping rooms. Standard installation practice and code requirements prohibit this.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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 is most commonly installed in a garage in residential CA installations. No specific location is stated in the documents, but garage is the most common location for this product.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "ESS location subject to vehicle damage",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "If garage-mounted, standard practice is to mount away from vehicle travel path. No indication of vehicle damage risk noted.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "ESS Model 1 includes DC-coupled expansion unit",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.75,
      "edited": true,
      "reasoning": "The BOM shows 3 Tesla MCI-2 units (expansion circuits) but the Powerwall 3 platform uses AC-coupled expansion (not DC-coupled expansion units like the Powerwall+ DC expander).",
      "source_excerpt": "Tesla Powerwall 3 | Tesla MCI-2 (qty 3)",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "ESS Model 1 Manufacturer",
      "source": "user",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": "Tesla",
      "confidence": 0.99,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "1 LIS56648 Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "ESS Model 1 Number",
      "source": "user",
      "raw_value": "Powerwall 3",
      "ai_value": "Powerwall 3",
      "user_value": "Powerwall 3",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": "2026-04-29T10:00:28.039756+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 requires wall mounting per manufacturer specifications. This is a standard requirement and would be specified in any compliant installation.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": 0.85,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 integrates the inverter and battery into a single certified unit; the MCI-2 (Multi-Circuit Interface) is an integrated component. No separate string inverter is present.",
      "source_excerpt": "Tesla Powerwall 3 | Tesla MCI-2 | Tesla Backup Switch — Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": null,
      "source_excerpt": "SnapNrack Domestic UR-45 172\" Rail; Roof mount",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Home has sprinkler systems",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.55,
      "edited": true,
      "reasoning": "Single-family residential home in Apple Valley, CA. Residential fire sprinklers are not commonly required in this jurisdiction for existing homes; no mention of sprinklers in any source document.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Homeowner Full Name",
      "source": "user",
      "raw_value": "Stacey Santoro",
      "ai_value": "Stacey Santoro",
      "user_value": "Stacey Santoro",
      "confidence": 0.99,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Customer Name: Stacey Santoro",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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 Backup Switch with Whole Home Backup configuration connects to the main service panel. MPU noted as 'TBC' in Asana suggests main panel interconnection.",
      "source_excerpt": "Tesla Backup Switch | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Inverter 1 Manufacturer",
      "source": "user",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": "Tesla",
      "confidence": 0.9,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Inverter Manufacturer: Tesla; 1 x Tesla inverter (or similar)",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Inverter 1 Model Number",
      "source": "user",
      "raw_value": "Tesla Powerwall 3",
      "ai_value": "Tesla Powerwall 3",
      "user_value": "Tesla Powerwall 3",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "The Tesla Powerwall 3 is an all-in-one unit containing both the battery ESS and the solar inverter. No separate inverter is listed in the BOM. Asana notes 'Tesla inverter (or similar)' confirming this.",
      "source_excerpt": "Tesla Powerwall 3 | af3fdaf5-421c-4977-8033-a47f0da82725 | Whole Home Backup",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Inverter 1 OCPD rating (Amps)",
      "source": "user",
      "raw_value": "60",
      "ai_value": "60",
      "user_value": "60",
      "confidence": 0.8,
      "edited": true,
      "reasoning": "BOM lists a 60A 2-pole breaker (item 24232) which serves as the OCPD for the inverter/ESS interconnection.",
      "source_excerpt": "24232 60 Amp 2-Pole",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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 the Asana custom fields.",
      "source_excerpt": "KW: 3.69",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": 0.7,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 uses a built-in string inverter without separate DC-DC optimizers. The BOM does not list any microinverters or power optimizers, and the SnapNrack racking is compatible with string inverter architecture.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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 feeding a Powerwall 3 integrated inverter. Standard DC wiring uses 2 conductors (positive and negative) in the raceway from array to inverter.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": "If THWN-2 is used in conduit for DC home run, standard configuration for a single string is 2 conductors (+ and -).",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Maximum distance from module to roof (inches)",
      "source": "user",
      "raw_value": "10",
      "ai_value": "10",
      "user_value": "10",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "SnapNrack UR-45 system with UltraFoot attachments on composition shingle typically results in module standoff of approximately 4-10 inches. Standard fire code for Class A systems on composition shingle allows up to 10 inches.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": 0.65,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 integrated inverter has a maximum DC input voltage of 600V per Tesla specifications.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": 0.55,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 maximum DC input current is approximately 20A per inverter specifications. Single string of 9 x 410W Q-Cells modules.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": "BOM shows 9 modules total and the shade report shows 1 array. All 9 modules are in a single string based on array configuration.",
      "source_excerpt": "QCELLS Q.PEAK DUO BLK ML-G10.C+ 410 (qty 9)",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Maximum OCPD rating allowed on Inverter 1 (Amps)",
      "source": "user",
      "raw_value": "60",
      "ai_value": "60",
      "user_value": "60",
      "confidence": 0.75,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 has a maximum output of 11.5kW continuous at 240V = ~48A. The maximum OCPD per NEC 705.12 would be 60A (next standard size). BOM confirms 60A 2-pole breaker used.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Maximum spacing between adjacent attachment points (inches)",
      "source": "user",
      "raw_value": "48",
      "ai_value": "48",
      "user_value": "48",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "SnapNrack UR-45 with UltraFoot attachments on composition shingle typically uses 48-inch (4-foot) rafter spacing maximum per SnapNrack engineering guidelines for standard residential installations.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Module 1 Quantity",
      "source": "user",
      "raw_value": "9",
      "ai_value": "9",
      "user_value": "9",
      "confidence": 0.99,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "9 LIS56648 QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Module fire rating type",
      "source": "user",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": "1",
      "confidence": 0.75,
      "edited": true,
      "reasoning": "Hanwha Q-Cells Q.PEAK DUO BLK ML-G10.C+ 410 modules are listed as Class A (Fire Type 1) rated modules when installed on composition shingle roofing per UL 61730/UL 1703 certification.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Module is bifacial",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.85,
      "edited": true,
      "reasoning": null,
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": "2026-04-29T10:00:28.039756+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": "2026-04-29T10:00:28.039756+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 interconnection point to main service panel via Tesla Backup Switch and 60A breaker. Standard single-panel residential installation implies one busbar.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Number of composite shingle layers",
      "source": "user",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": "1",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "Standard single layer of composition shingles assumed for a residential home in Apple Valley, CA. No indication of re-roofing or multiple layers in any source document.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": "2026-04-29T10:00:28.039756+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": "Main service panel OCPD (main breaker) in standard residential CA installations is typically 200A.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Project Address",
      "source": "user",
      "raw_value": "18599 Cocqui Rd, Apple Valley, CA 92307",
      "ai_value": "18599 Cocqui Rd, Apple Valley, CA 92307",
      "user_value": "18599 Cocqui Rd, Apple Valley, CA 92307",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Street: 18599 Cocqui Rd; City: Apple Valley; State: CA; PDF: 18599 Cocqui Rd, Apple Valley, CA, 92307",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "PV system weight (lbs/sq ft)",
      "source": "user",
      "raw_value": "3.5",
      "ai_value": "3.5",
      "user_value": "3.5",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "Hanwha Q-Cells 410W module weighs approximately 44.5 lbs with dimensions ~70.9x45.9 inches (22.6 sq ft per module). Weight per sq ft ≈ 44.5/22.6 ≈ 1.97 lbs/sq ft for module alone. With racking (SnapNrack UR-45), typical total is ~3-4 lbs/sq ft. Using 3.5 as conservative standard estimate.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": "2026-04-29T10:00:28.039756+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 - Mill, 232-10095-USA",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": 0.7,
      "edited": true,
      "reasoning": "Tesla MCI-2 units are module-level power electronics that provide rapid shutdown compliance per NEC 690.12 inside the array boundary.",
      "source_excerpt": "Tesla MCI-2 (qty 3) | Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Manufacturer",
      "source": "user",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": "Tesla",
      "confidence": 0.7,
      "edited": true,
      "reasoning": "Tesla Powerwall 3 integrated inverter system includes built-in rapid shutdown functionality per NEC 2017/2020 690.12. The Tesla MCI-2 units in the BOM serve as the module-level rapid shutdown devices.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Model Number",
      "source": "user",
      "raw_value": "MCI-2",
      "ai_value": "MCI-2",
      "user_value": "MCI-2",
      "confidence": 0.7,
      "edited": true,
      "reasoning": "Tesla MCI-2 (Module Connection Interface) serves as the rapid shutdown and module-level electronics device in the Powerwall 3 system.",
      "source_excerpt": "Tesla MCI-2 (qty 3)",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Roof penetration sealant method name and description",
      "source": "user",
      "raw_value": "Flashings with butyl sealant",
      "ai_value": "Flashings with butyl sealant",
      "user_value": "Flashings with butyl sealant",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "SnapNrack UltraFoot system uses integrated flashing boots with butyl tape/sealant for waterproofing roof penetrations on composition shingle roofs, per SnapNrack installation manual.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+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": null,
      "source_excerpt": "9 135° 17° 94% 98% 92%",
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Separation between ESS units less than 3 feet",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.55,
      "edited": true,
      "reasoning": "Only 1 Tesla Powerwall 3 unit in the BOM. With a single ESS unit, this question is not applicable (No separation concern).",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T10:00:28.039756+00:00"
    },
    {
      "payload_key": "Smoke/heat alarm present at ESS location",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.65,
      "edited": true,
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