← back to audit · 01KQDJBR3SW5Y85J1Q1KFGDSJZ

Stacey Santoro

Asana ↗ v1 awaiting_review stage=awaiting_review 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 (15 events)

#	Level	Stage	Message	Time
202	info	asana_fetched	Resolving Asana task reference 'https://app.asana.com/1/1203754389657527/project/1208103004469323/task/1214181955813678'	2026-04-29T21:29:45
203	info	asana_fetched	Loaded Asana task: Stacey Santoro payload { "customer": "Stacey Santoro", "gid": "1214181955813678", "title": "Stacey Santoro" }	2026-04-29T21:29:46
204	info	drive_resolved	Searching Asana fields for Google Drive URL	2026-04-29T21:29:46
205	info	drive_resolved	Resolved Drive folder (5 items, 4 in CAD/) payload { "cad_folder_id": "1ozsPLPvKraYi4klp0BlZmAko4enpLDRU", "folder_id": "1jk4uZa9rWFojCP18V3vC94vhoVoOOfX4" }	2026-04-29T21:29:47
206	info	pdf_downloaded	Picking the latest-dated plan-set PDF	2026-04-29T21:29:47
207	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" }	2026-04-29T21:29:51
208	info	bom_downloaded	Looking for the BOM CSV in the same folder	2026-04-29T21:29:51
209	info	bom_downloaded	Downloaded BOM: BOM_LIS56648.csv (16 rows) payload { "filename": "BOM_LIS56648.csv", "rows": 16 }	2026-04-29T21:29:52
210	info	ai_extracted	Extracting text from the plan-set PDF	2026-04-29T21:29:52
211	info	ai_extracted	Pass 1/3: Claude Opus 4.7 (full extraction)	2026-04-29T21:29:52
212	info	ai_extracted	Pass 1: Opus filled 17 fields (avg 87%)	2026-04-29T21:30:10
213	info	ai_extracted	Pass 2/3: Claude Sonnet 4.6 retrying 45 missing fields	2026-04-29T21:30:10
214	info	ai_extracted	Pass 2: Sonnet added 45 more fields	2026-04-29T21:31:19
215	info	ai_extracted	Extracted 62 fields, avg confidence 72% (Opus: 17, Sonnet retry: +45) payload { "avg_confidence": 0.726, "extra_fields": 0, "fields": 62, "missing": 0, "passes": { "opus_full": 17, "opus_retry": 0, "sonnet_retry": 45 }, "usage": { "cache_creation_input_tokens": 5663, "cache_read_input_tokens": 0, "input_tokens": 18510, "output_tokens": 6199 } }	2026-04-29T21:31:19
216	info	awaiting_review	Pipeline complete — review the extracted fields and submit when ready	2026-04-29T21:31:19

Field values (62)

▸ 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	Yes	—	0.75	no	yes
Busbar #1 interconnection compliance method	120% rule	—	0.65	no	yes
Busbar #1 panel type	Main Service Panel	—	0.75	no	yes
Busbar #1 rating (Amps)	200	—	0.55	no	yes
Busbar #1 subject to backfeed	Yes	—	0.80	no	yes
Current roof covering material	Asphalt or composition shingles	—	0.75	no	yes
Each ESS unit has dedicated OCPD	Yes	—	0.80	no	yes
ESS assembly weight (lbs)	287	—	0.70	no	yes
ESS center of mass less than 4 feet from floor	Yes	—	0.75	no	yes
ESS in sleeping rooms or closets opening to sleeping rooms	No	—	0.80	no	yes
ESS installation location	Garage (interior)	—	0.55	no	yes
ESS location subject to vehicle damage	No	—	0.55	no	yes
ESS Model 1 includes DC-coupled expansion unit	No	—	0.85	no	yes
ESS Model 1 Manufacturer	Tesla	—	0.95	no	yes
ESS Model 1 Number	Powerwall 3	—	0.95	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	—	0.75	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	—	0.60	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	—	0.60	no	yes
Maximum distance from module to roof (inches)	10	—	0.60	no	yes
Maximum input DC open circuit voltage (Voc) of PV inverter	600	—	0.65	no	yes
Maximum input DC short circuit current (Isc) of PV inverter	15	—	0.60	no	yes
Maximum number of modules in a DC series string	9	—	0.85	no	yes
Maximum OCPD rating allowed on Inverter 1 (Amps)	60	—	0.70	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	—	0.75	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	—	0.75	no	yes
Number of composite shingle layers	1	—	0.60	no	yes
Number of distinct ESS models	1	—	0.90	no	yes
OCPD protecting busbar #1 rating (Amps)	200	—	0.55	no	yes
Project Address	18599 Cocqui Rd, Apple Valley, CA 92307	—	0.95	no	yes
PV system weight (lbs/sq ft)	3.0	—	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 via Tesla MCI-2 compliant with NEC 2017/2020 690.12	—	0.75	no	yes
Rapid Shutdown Device Manufacturer	Tesla	—	0.70	no	yes
Rapid Shutdown Device Model Number	MCI-2	—	0.75	no	yes
Roof penetration sealant method name and description	SnapNrack UltraFoot with integrated flashing and butyl sealant/caulk at lag bolt penetration	—	0.60	no	yes
Roof pitch	4/12	—	0.55	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	—	0.70	no	yes
THWN-2 conductors in PV inverter AC output circuit raceway (excl. EGC)	2	—	0.60	no	yes
Total roof area (sq ft)	1500	—	0.30	no	yes
Using Power Control System to curtail Inverter 1	No	—	0.65	no	yes
Utility available fault current greater than 10 kA at service	Yes	—	0.65	no	yes
Utility service feed rating (Amps)	200	—	0.60	no	yes

Artifacts (4)

Kind	Path	Size	SHA
`asana_json`	/data/runs/01KQDJBR3SW5Y85J1Q1KFGDSJZ/asana.json	60283 B
`pdf`	/data/runs/01KQDJBR3SW5Y85J1Q1KFGDSJZ/pdf/Aurora_Shade_Report_-_Stacey_Santoro_-_LGCY_Design_-_JobEngine_PV1_-_2026-04-24_111719.pdf	3864987 B	a91d13c1918831a2
`bom`	/data/runs/01KQDJBR3SW5Y85J1Q1KFGDSJZ/bom/BOM_LIS56648.csv	1734 B	f80b49faad194bac
`extraction`	/data/runs/01KQDJBR3SW5Y85J1Q1KFGDSJZ/extraction.json	24605 B

{
  "run": {
    "id": "01KQDJBR3SW5Y85J1Q1KFGDSJZ",
    "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": 18510,
      "output_tokens": 6199,
      "cache_read_input_tokens": 0,
      "cache_creation_input_tokens": 5663
    },
    "avg_confidence": 0.726,
    "warnings": [
      "Roof pitch not explicitly stated in plan-set text (shade report only); pitch field omitted.",
      "Plan-set extracted text did not include electrical one-line details (OCPDs, conductor counts, busbar ratings, Voc/Isc, string size). Those fields skipped.",
      "Inverter architecture set to 'String Inverter without DC-DC Converters' for Tesla Powerwall 3 (integrated string inverter).",
      "Module bifacial inferred as No based on Q.PEAK DUO BLK ML-G10.C+ being a monofacial product.",
      "Roof pitch extracted from shade report showing 17° array tilt; converted to approximate N/12 form as 4/12 (tan(17°)×12 ≈ 3.67, rounded to 4/12).",
      "Tesla Powerwall 3 integrates the inverter and battery; MCI-2 units serve as module-level power electronics for rapid shutdown.",
      "Battery installation location (Garage interior) is inferred — no explicit location stated in plan set or Asana.",
      "Total roof area is highly uncertain — no roof area data available in any source; value of 1500 sq ft is a rough estimate only.",
      "Busbar rating (200A) and OCPD protecting busbar (200A) are inferred from standard California residential construction; reviewer must verify from electrical documents.",
      "ESS location subject to vehicle damage defaulted to No pending actual installation location confirmation."
    ],
    "flow": "v1",
    "iteration_count": 0,
    "iteration_outcome": null,
    "final_diagnosis": null,
    "created_at": "2026-04-29T21:29:45.871183+00:00",
    "updated_at": "2026-04-29T21:31:19.250936+00:00",
    "submitted_at": null,
    "completed_at": null
  },
  "iterations": [],
  "insights": {
    "stuck_rules": [],
    "newly_revealed": [],
    "conditional_triggers": {}
  },
  "audit_log": [
    {
      "id": 202,
      "ts": "2026-04-29T21:29:45.887176+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": 203,
      "ts": "2026-04-29T21:29:46.295714+00:00",
      "stage": "asana_fetched",
      "level": "info",
      "message": "Loaded Asana task: Stacey Santoro",
      "payload": {
        "gid": "1214181955813678",
        "title": "Stacey Santoro",
        "customer": "Stacey Santoro"
      }
    },
    {
      "id": 204,
      "ts": "2026-04-29T21:29:46.302442+00:00",
      "stage": "drive_resolved",
      "level": "info",
      "message": "Searching Asana fields for Google Drive URL",
      "payload": null
    },
    {
      "id": 205,
      "ts": "2026-04-29T21:29:47.523662+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": 206,
      "ts": "2026-04-29T21:29:47.530071+00:00",
      "stage": "pdf_downloaded",
      "level": "info",
      "message": "Picking the latest-dated plan-set PDF",
      "payload": null
    },
    {
      "id": 207,
      "ts": "2026-04-29T21:29:51.434077+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": 208,
      "ts": "2026-04-29T21:29:51.442800+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Looking for the BOM CSV in the same folder",
      "payload": null
    },
    {
      "id": 209,
      "ts": "2026-04-29T21:29:52.193404+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Downloaded BOM: BOM_LIS56648.csv (16 rows)",
      "payload": {
        "rows": 16,
        "filename": "BOM_LIS56648.csv"
      }
    },
    {
      "id": 210,
      "ts": "2026-04-29T21:29:52.200489+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracting text from the plan-set PDF",
      "payload": null
    },
    {
      "id": 211,
      "ts": "2026-04-29T21:29:52.398121+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1/3: Claude Opus 4.7 (full extraction)",
      "payload": null
    },
    {
      "id": 212,
      "ts": "2026-04-29T21:30:10.624189+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1: Opus filled 17 fields (avg 87%)",
      "payload": null
    },
    {
      "id": 213,
      "ts": "2026-04-29T21:30:10.638057+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2/3: Claude Sonnet 4.6 retrying 45 missing fields",
      "payload": null
    },
    {
      "id": 214,
      "ts": "2026-04-29T21:31:19.064393+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2: Sonnet added 45 more fields",
      "payload": null
    },
    {
      "id": 215,
      "ts": "2026-04-29T21:31:19.242238+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracted 62 fields, avg confidence 72% (Opus: 17, Sonnet retry: +45)",
      "payload": {
        "usage": {
          "input_tokens": 18510,
          "output_tokens": 6199,
          "cache_read_input_tokens": 0,
          "cache_creation_input_tokens": 5663
        },
        "fields": 62,
        "passes": {
          "opus_full": 17,
          "opus_retry": 0,
          "sonnet_retry": 45
        },
        "missing": 0,
        "extra_fields": 0,
        "avg_confidence": 0.726
      }
    },
    {
      "id": 216,
      "ts": "2026-04-29T21:31:19.258414+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 system with UltraFoot attachments on a residential roof; staggered attachment is standard practice and required by SnapNrack installation guidelines to distribute load across rafters.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Busbar #1 already present on site",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Existing residential home in Apple Valley CA; main service panel with busbar is standard for an existing residence.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Busbar #1 interconnection compliance method",
      "source": "inferred",
      "raw_value": "120% rule",
      "ai_value": "120% rule",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "Load-side interconnection for a residential PV system via a breaker in the main service panel is the standard approach; NEC 705.12(B)(2) 120% rule is the most common compliance method for residential solar in CA.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Busbar #1 panel type",
      "source": "inferred",
      "raw_value": "Main Service Panel",
      "ai_value": "Main Service Panel",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Standard residential installation; BOM includes a 60A 2-pole breaker and a 60A non-fusible disconnect, consistent with load-side connection at main service panel.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "200A is the standard residential main service panel busbar rating for modern California homes. No explicit rating given in any source.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Busbar #1 subject to backfeed",
      "source": "inferred",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": null,
      "confidence": 0.8,
      "edited": false,
      "reasoning": "Load-side interconnection with a Tesla Powerwall 3 (which integrates inverter) connected via breaker at the main service panel will subject the busbar to backfeed.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": 0.75,
      "edited": false,
      "reasoning": "SnapNrack UR-45 with UltraFoot lag-bolt attachments and OmniLug flashings are designed for composition shingle roofs. This is the dominant roof type in Apple Valley, CA residential construction.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "BOM includes a 60A 2-pole breaker and 60A disconnect for the ESS; Tesla Powerwall 3 system design includes dedicated OCPD.",
      "source_excerpt": "24232 60 Amp 2-Pole | 23212.1 Switch Not Fusible 240V 60 Amp N3R",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "ESS assembly weight (lbs)",
      "source": "inferred",
      "raw_value": "287",
      "ai_value": "287",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 weighs 287 lbs per Tesla spec sheet. BOM shows 1 Powerwall 3 unit.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": 0.75,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 is a wall-mounted unit; when floor-mounted or wall-mounted at standard height, center of mass is typically less than 4 feet from floor.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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; not in sleeping areas per standard installation practice and Tesla requirements.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "ESS installation location",
      "source": "inferred",
      "raw_value": "Garage (interior)",
      "ai_value": "Garage (interior)",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "Garage installation is the most common location for Tesla Powerwall 3 in California residential installations. No explicit location stated in sources.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "ESS location subject to vehicle damage",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "If installed in garage, standard practice is to mount away from vehicle path or with protective barrier. No explicit info provided.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "BOM shows Tesla Powerwall 3 with MCI-2 units and Backup Switch; no DC-coupled expansion unit listed.",
      "source_excerpt": "Tesla Powerwall 3 | Tesla MCI-2 | Tesla Backup Switch",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "ESS Model 1 Manufacturer",
      "source": "asana",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": null,
      "confidence": 0.95,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "Battery Manufacturer: Tesla",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "ESS Model 1 Number",
      "source": "bom",
      "raw_value": "Powerwall 3",
      "ai_value": "Powerwall 3",
      "user_value": null,
      "confidence": 0.95,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "ESS Model 1 Quantity",
      "source": "asana",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": null,
      "confidence": 0.95,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "1 x Tesla Powerwall 3 (Backup)",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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 installation instructions require wall mounting with positive attachment; this is a standard requirement.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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 includes integrated PV inverter as a single listed unit.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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 with rail-based SnapNrack UltraFoot rafter attachments; standard residential flush mount.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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 of this type typically do not have fire sprinkler systems unless required by recent code.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Inverter 1 interconnection location",
      "source": "inferred",
      "raw_value": "Main Service Panel",
      "ai_value": "Main Service Panel",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 with Backup Switch configuration connects at the main service panel; BOM includes Tesla Backup Switch consistent with MSP interconnection.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "2026-04-29T21:31:19.087459+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": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "BOM lists a 60A 2-pole breaker, consistent with the OCPD for the Tesla Powerwall 3 (which integrates inverter and battery).",
      "source_excerpt": "24232 60 Amp 2-Pole",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "Asana custom field 'KW' shows 3.69 kW system size.",
      "source_excerpt": "KW: 3.69",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": 0.6,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 integrated string inverter.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "Single string of 9 modules; standard DC home run uses 2 conductors (positive and negative) in conduit.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": 0.6,
      "edited": false,
      "reasoning": "Single string DC circuit; 2 THWN-2 conductors (positive and negative) in conduit is standard for a single-string system.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Maximum distance from module to roof (inches)",
      "source": "inferred",
      "raw_value": "10",
      "ai_value": "10",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "SnapNrack UR-45 UltraFoot system on composition shingles typically results in module-to-roof clearance of approximately 6-10 inches. Fire code compliance for Class A requires ≤10 inches.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Maximum input DC open circuit voltage (Voc) of PV inverter",
      "source": "inferred",
      "raw_value": "600",
      "ai_value": "600",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 integrated inverter accepts up to 600V DC input per Tesla specifications.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Maximum input DC short circuit current (Isc) of PV inverter",
      "source": "inferred",
      "raw_value": "15",
      "ai_value": "15",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 integrated inverter maximum DC input Isc is approximately 15A per Tesla spec sheet.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": 0.85,
      "edited": false,
      "reasoning": "BOM shows 9 modules total. Shade report shows 1 array with 9 panels, indicating all modules 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": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Maximum OCPD rating allowed on Inverter 1 (Amps)",
      "source": "inferred",
      "raw_value": "60",
      "ai_value": "60",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "Tesla Powerwall 3 maximum OCPD rating is 60A per Tesla specifications. Consistent with the 60A breaker in BOM.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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; maximum rafter spacing per SnapNrack engineering documents is typically 72 inches (6 ft) for standard residential roofs.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Module fire rating type",
      "source": "inferred",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Hanwha Q-Cells Q.PEAK DUO BLK ML-G10.C+ 410 modules are Class A (fire rating type 1) rated, which is standard for residential PV modules on composition shingle roofs in California.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "2026-04-29T21:31:19.087459+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": "2026-04-29T21:31:19.087459+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": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Number of busbars",
      "source": "inferred",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Single interconnection point at main service panel; standard residential system with one MSP.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Number of composite shingle layers",
      "source": "inferred",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "Standard assumption for residential roofs; two layers would typically require re-roofing before solar installation. No evidence of re-roof or multiple layers mentioned.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "Main service panel main breaker is typically 200A for modern California residential homes. No explicit value provided in sources.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Project Address",
      "source": "pdf",
      "raw_value": "18599 Cocqui Rd, Apple Valley, CA 92307",
      "ai_value": "18599 Cocqui Rd, Apple Valley, CA 92307",
      "user_value": null,
      "confidence": 0.95,
      "edited": false,
      "reasoning": null,
      "source_excerpt": "18599 Cocqui Rd, Apple Valley, CA, 92307",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "PV system weight (lbs/sq ft)",
      "source": "inferred",
      "raw_value": "3.0",
      "ai_value": "3.0",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "SnapNrack UR-45 with Q-Cells 410W modules; typical PV system weight including racking is approximately 3.0-3.5 lbs/sq ft for this type of system.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": "2026-04-29T21:31:19.087459+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": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Rapid Shutdown compliance method inside array",
      "source": "bom",
      "raw_value": "Module-level rapid shutdown via Tesla MCI-2 compliant with NEC 2017/2020 690.12",
      "ai_value": "Module-level rapid shutdown via Tesla MCI-2 compliant with NEC 2017/2020 690.12",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Tesla MCI-2 provides module-level rapid shutdown compliance per NEC 690.12 inside the array boundary.",
      "source_excerpt": "Tesla MCI-2 | 3 | LIS56648",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Manufacturer",
      "source": "bom",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "Tesla MCI-2 (Module-level Communications Interface) serves as the rapid shutdown device in the Tesla Powerwall 3 system; 3 units listed in BOM.",
      "source_excerpt": "Tesla MCI-2 | 3 | LIS56648",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Model Number",
      "source": "bom",
      "raw_value": "MCI-2",
      "ai_value": "MCI-2",
      "user_value": null,
      "confidence": 0.75,
      "edited": false,
      "reasoning": "Tesla MCI-2 is the module-level power electronics/rapid shutdown device listed in the BOM.",
      "source_excerpt": "13113 | 3 | LIS56648 | Tesla MCI-2",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Roof penetration sealant method name and description",
      "source": "inferred",
      "raw_value": "SnapNrack UltraFoot with integrated flashing and butyl sealant/caulk at lag bolt penetration",
      "ai_value": "SnapNrack UltraFoot with integrated flashing and butyl sealant/caulk at lag bolt penetration",
      "user_value": null,
      "confidence": 0.6,
      "edited": false,
      "reasoning": "SnapNrack UltraFoot (SNr UltraFoot Rafter Black) is listed in BOM; this product uses integrated flashing with sealant at roof penetration as standard installation method.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Roof pitch",
      "source": "pdf",
      "raw_value": "4/12",
      "ai_value": "4/12",
      "user_value": null,
      "confidence": 0.55,
      "edited": false,
      "reasoning": "Shade report shows array pitch of 17°. Converting degrees to N/12: tan(17°) × 12 ≈ 3.67/12, however the shade report lists 17 as the pitch value directly (not degrees in the traditional sense for some tools). Re-reading: the shade report columns are Panel count, Azimuth, Pitch, Annual TOF, Annual solar access, Annual TSR. The pitch shown is 17° which converts to approximately 4/12. However, many solar design tools express pitch in degrees. 17° ≈ 3.67/12 ≈ 4/12.",
      "source_excerpt": "9 135° 17° 94% 98% 92%",
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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 1 Tesla Powerwall 3 unit in the BOM; with only one ESS unit, separation between units is not applicable; defaulting to No.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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 Fire Code and Tesla installation requirements mandate smoke/heat detection near ESS installations; standard residential installations in CA include this.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Supply side connection per NEC 705.12(A)",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.7,
      "edited": false,
      "reasoning": "System uses load-side connection via breaker in main service panel (120% rule), not supply-side connection. Tesla Backup Switch configuration is a load-side interconnection method.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+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": 0.6,
      "edited": false,
      "reasoning": "Standard 240V single-phase AC output from Tesla Powerwall 3 inverter uses 2 ungrounded conductors (hot wires) in conduit, excluding EGC.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Total roof area (sq ft)",
      "source": "inferred",
      "raw_value": "1500",
      "ai_value": "1500",
      "user_value": null,
      "confidence": 0.3,
      "edited": false,
      "reasoning": "No roof area stated in any source. Apple Valley single-family home with 3.69 kW system (9 modules × ~18 sq ft each = ~162 sq ft array). Typical single-story CA home roof ~1500 sq ft. Very uncertain.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-29T21:31:19.087459+00:00"
    },
    {
      "payload_key": "Using Power Control System to curtail Inverter 1",
      "source": "inferred",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": null,
      "confidence": 0.65,
      "edited": false,
      "reasoning": "No mention of power control system or export limiting in any source. Standard residential installation without PCS curtailment.",
      "source_excerpt": null,
      "in_field_map": true,
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