← back to audit · 01KQ9XVKPBZWR8CMTX03RQKB40

Daniel Martinez Noriega

Asana ↗ v1 awaiting_review stage=awaiting_review iters=0 conf=84%

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
27	info	asana_fetched	Resolving Asana task reference 'https://app.asana.com/1/1203754389657527/project/1208103004469323/task/1214016163628485'	2026-04-28T11:33:42
28	info	asana_fetched	Loaded Asana task: Daniel Martinez Noriega payload { "customer": "Daniel Martinez Noriega", "gid": "1214016163628485", "title": "Daniel Martinez Noriega" }	2026-04-28T11:33:43
29	info	drive_resolved	Searching Asana fields for Google Drive URL	2026-04-28T11:33:43
30	info	drive_resolved	Resolved Drive folder (5 items, 4 in CAD/) payload { "cad_folder_id": "1c5s9FE-i_5SxibhGGDKpc0xd8vnRVHHL", "folder_id": "1An0edHhDk5tFVtXUV4hK9COsZrXz6ys4" }	2026-04-28T11:33:44
31	info	pdf_downloaded	Picking the latest-dated plan-set PDF	2026-04-28T11:33:44
32	info	pdf_downloaded	Downloaded plan-set: Daniel Martinez Noriega_LGCY_V5_04-23-2026.pdf (6.2 MB) payload { "bytes": 6514576, "filename": "Daniel Martinez Noriega_LGCY_V5_04-23-2026.pdf" }	2026-04-28T11:33:46
33	info	bom_downloaded	Looking for the BOM CSV in the same folder	2026-04-28T11:33:46
34	info	bom_downloaded	Downloaded BOM: BOM_LIS56437.csv (20 rows) payload { "filename": "BOM_LIS56437.csv", "rows": 20 }	2026-04-28T11:33:47
35	info	ai_extracted	Extracting text from the plan-set PDF	2026-04-28T11:33:47
36	info	ai_extracted	Pass 1/3: Claude Opus 4.7 (full extraction)	2026-04-28T11:33:50
37	info	ai_extracted	Pass 1: Opus filled 50 fields (avg 85%)	2026-04-28T11:34:47
38	info	ai_extracted	Pass 2/3: Claude Sonnet 4.6 retrying 9 missing fields	2026-04-28T11:34:47
39	info	ai_extracted	Pass 2: Sonnet added 9 more fields	2026-04-28T11:35:20
40	info	ai_extracted	Extracted 59 fields, avg confidence 84% (Opus: 50, Sonnet retry: +9, Opus retry: +0, 0 still unfilled) payload { "avg_confidence": 0.844, "extra_fields": 0, "fields": 59, "missing": 0, "passes": { "opus_full": 50, "opus_retry": 0, "sonnet_retry": 9 }, "usage": { "cache_creation_input_tokens": 5191, "cache_read_input_tokens": 0, "input_tokens": 60724, "output_tokens": 5987 } }	2026-04-28T11:35:20
41	info	awaiting_review	Pipeline complete — review the extracted fields and submit when ready	2026-04-28T11:35:20

Field values (59)

▸ Show all extracted + edited fields

Key	AI value	User value	Conf	Edited	In map
Attachment points staggered	No	No	0.55	yes	yes
Busbar #1 already present on site	Yes	Yes	0.90	yes	yes
Busbar #1 rating (Amps)	200	200	0.95	yes	yes
Busbar #1 subject to backfeed	Yes	Yes	0.70	yes	yes
Current roof covering material	Asphalt or composition shingles	Asphalt or composition shingles	0.97	yes	yes
Each ESS unit has dedicated OCPD	Yes	Yes	0.70	yes	yes
ESS assembly weight (lbs)	291	291	0.95	yes	yes
ESS center of mass less than 4 feet from floor	Yes	Yes	0.70	yes	yes
ESS in sleeping rooms or closets opening to sleeping rooms	No	No	0.80	yes	yes
ESS installation location	Outdoor walls	Outdoor walls	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	0.85	yes	yes
ESS Model 1 Manufacturer	Tesla	Tesla	0.98	yes	yes
ESS Model 1 Number	1707000-xx-y	1707000-xx-y	0.95	yes	yes
ESS Model 1 Quantity	1	1	0.98	yes	yes
ESS positively attached to building per manufacturer	Yes	Yes	0.85	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	0.90	yes	yes
Home has sprinkler systems	No	No	0.95	yes	yes
Homeowner Full Name	Daniel Martinez Noriega	Daniel Martinez Noriega	0.98	yes	yes
Inverter 1 interconnection location	Existing Subpanel	Existing Subpanel	0.70	yes	yes
Inverter 1 Manufacturer	Tesla	Tesla	0.97	yes	yes
Inverter 1 Model Number	1707000-xx-y	1707000-xx-y	0.95	yes	yes
Inverter 1 OCPD rating (Amps)	60	60	0.95	yes	yes
Inverter 1 power setting (kW)	11.5	11.5	0.95	yes	yes
Inverter architecture type	String Inverter without DC-DC Converters	String Inverter without DC-DC Converters	0.60	yes	yes
Max DC PV Wire / USE-2 conductors in raceway (excl. EGC)	4	4	0.80	yes	yes
Max DC THWN-2 conductors in raceway (excl. EGC)	4	4	0.80	yes	yes
Maximum distance from module to roof (inches)	6	6	0.85	yes	yes
Maximum input DC open circuit voltage (Voc) of PV inverter	600	600	0.90	yes	yes
Maximum input DC short circuit current (Isc) of PV inverter	19	19	0.85	yes	yes
Maximum number of modules in a DC series string	8	8	0.90	yes	yes
Maximum OCPD rating allowed on Inverter 1 (Amps)	60	60	0.90	yes	yes
Maximum spacing between adjacent attachment points (inches)	24	24	0.95	yes	yes
Module 1 Quantity	15	15	0.98	yes	yes
Module fire rating type	1	1	0.85	yes	yes
Module is bifacial	No	No	0.85	yes	yes
Module Manufacturer	Qcells	Qcells	0.97	yes	yes
Module Model Number	Q.PEAK DUO BLK ML-G10.C+ 410	Q.PEAK DUO BLK ML-G10.C+ 410	0.97	yes	yes
Number of busbars	2	2	0.60	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	0.90	yes	yes
PV system weight (lbs/sq ft)	3.0	3.0	0.50	yes	yes
Racking System Manufacturer	SnapNrack	SnapNrack	0.97	yes	yes
Racking System Model Number	Ultra Rail UR-45	Ultra Rail UR-45	0.90	yes	yes
Rapid Shutdown compliance method inside array	Module-level rapid shutdown using Tesla MCI-2 Mid-Circuit Interrupters (MCIs) installed every 3rd module per string, compliant with NEC 690.12 and CEC 690.12. System is controlled via Powerwall 3 Enable Switch / External System Shutdown Switch.	Module-level rapid shutdown using Tesla MCI-2 Mid-Circuit Interrupters (MCIs) installed every 3rd module per string, compliant with NEC 690.12 and CEC 690.12. System is controlled via Powerwall 3 Enable Switch / External System Shutdown Switch.	0.92	yes	yes
Rapid Shutdown Device Manufacturer	Tesla	Tesla	0.97	yes	yes
Rapid Shutdown Device Model Number	MCI-2	MCI-2	0.97	yes	yes
Roof penetration sealant method name and description	SnapNrack UltraFoot Deck with SpeedSeal+ Technology — pre-installed 0.25" thick butyl pad (peel-and-stick) that creates a watertight seal over roof surfaces including across shingle tabs. Installed with (4) sealing deck screws #14-1-1/2" hex SS with 0.5" min. embedment.	SnapNrack UltraFoot Deck with SpeedSeal+ Technology — pre-installed 0.25" thick butyl pad (peel-and-stick) that creates a watertight seal over roof surfaces including across shingle tabs. Installed with (4) sealing deck screws #14-1-1/2" hex SS with 0.5" min. embedment.	0.88	yes	yes
Roof pitch	1/12	1/12	0.55	yes	yes
Separation between ESS units less than 3 feet	No	No	0.85	yes	yes
Smoke/heat alarm present at ESS location	Yes	Yes	0.70	yes	yes
Supply side connection per NEC 705.12(A)	No	No	0.85	yes	yes
THWN-2 conductors in PV inverter AC output circuit raceway (excl. EGC)	3	3	0.85	yes	yes
Total roof area (sq ft)	1739	1739	0.95	yes	yes
Using Power Control System to curtail Inverter 1	Yes	Yes	0.90	yes	yes
Utility available fault current greater than 10 kA at service	No	No	0.65	yes	yes
Utility service feed rating (Amps)	200	200	0.95	yes	yes

Artifacts (4)

Kind	Path	Size	SHA
`asana_json`	/data/runs/01KQ9XVKPBZWR8CMTX03RQKB40/asana.json	55126 B
`pdf`	/data/runs/01KQ9XVKPBZWR8CMTX03RQKB40/pdf/Daniel_Martinez_Noriega_LGCY_V5_04-23-2026.pdf	6514576 B	45f5dfe4628b3a5a
`bom`	/data/runs/01KQ9XVKPBZWR8CMTX03RQKB40/bom/BOM_LIS56437.csv	2156 B	88a4931866e8ec52
`extraction`	/data/runs/01KQ9XVKPBZWR8CMTX03RQKB40/extraction.json	27844 B

{
  "run": {
    "id": "01KQ9XVKPBZWR8CMTX03RQKB40",
    "asana_task_gid": "1214016163628485",
    "asana_task_url": "https://app.asana.com/1/1203754389657527/project/1207873459369363/task/1214016163628485",
    "asana_task_title": "Daniel Martinez Noriega",
    "customer_name": "Daniel Martinez Noriega",
    "status": "awaiting_review",
    "current_stage": "awaiting_review",
    "drive_folder_id": "1An0edHhDk5tFVtXUV4hK9COsZrXz6ys4",
    "drive_cad_folder_id": "1c5s9FE-i_5SxibhGGDKpc0xd8vnRVHHL",
    "plan_set_filename": "Daniel Martinez Noriega_LGCY_V5_04-23-2026.pdf",
    "bom_filename": "BOM_LIS56437.csv",
    "solarapp_uuid": null,
    "project_url": null,
    "error_stage": null,
    "error_message": null,
    "error_payload": null,
    "ai_token_usage": {
      "input_tokens": 60724,
      "output_tokens": 5987,
      "cache_read_input_tokens": 0,
      "cache_creation_input_tokens": 5191
    },
    "avg_confidence": 0.844,
    "warnings": [
      "Roof pitch: plan set lists 7° tilt — converted to ~1.47/12, emitted as '1/12' (closest integer N/12). Operator should verify.",
      "Inverter architecture inferred: Powerwall 3 with MCI-2 rapid shutdown devices is an integrated string inverter without DC-DC converters.",
      "ESS installation location guessed as 'Outdoor walls' from generic ESS placement note; plan does not pin a specific room.",
      "Total roof area, PV system weight, attachment spacing/staggering, shingle layer count, fault current, and sealant method not stated in extracted text — left blank for operator review.",
      "ESS center-of-mass <4ft inferred from Powerwall 3 dimensions (~43.5\" tall) when wall-mounted near floor.",
      "Total roof area extracted from plan view (1739.21 sq ft), rounded to integer 1739.",
      "PV system weight per sq ft not stated anywhere in the documents; 3.0 lbs/sq ft is a standard residential estimate and must be verified by the engineer.",
      "Number of composite shingle layers not stated; single layer assumed as no re-roof or layover is mentioned.",
      "Attachment staggering not explicitly addressed in the plan set; 'No' inferred from in-line 24\" O.C. spacing matching the truss spacing.",
      "Utility available fault current not stated; 'No' inferred from rural residential context and equipment SCCR ratings — reviewer should verify with utility records.",
      "Module fire rating Type 1 (Class A) inferred from UL 2703-listed SnapNrack racking system on composite shingle roof — standard industry classification for this configuration."
    ],
    "flow": "v1",
    "iteration_count": 0,
    "iteration_outcome": null,
    "final_diagnosis": null,
    "created_at": "2026-04-28T11:33:42.221275+00:00",
    "updated_at": "2026-04-28T11:35:20.462187+00:00",
    "submitted_at": null,
    "completed_at": null
  },
  "iterations": [],
  "insights": {
    "stuck_rules": [],
    "newly_revealed": [],
    "conditional_triggers": {}
  },
  "audit_log": [
    {
      "id": 27,
      "ts": "2026-04-28T11:33:42.232625+00:00",
      "stage": "asana_fetched",
      "level": "info",
      "message": "Resolving Asana task reference 'https://app.asana.com/1/1203754389657527/project/1208103004469323/task/1214016163628485'",
      "payload": null
    },
    {
      "id": 28,
      "ts": "2026-04-28T11:33:43.447356+00:00",
      "stage": "asana_fetched",
      "level": "info",
      "message": "Loaded Asana task: Daniel Martinez Noriega",
      "payload": {
        "gid": "1214016163628485",
        "title": "Daniel Martinez Noriega",
        "customer": "Daniel Martinez Noriega"
      }
    },
    {
      "id": 29,
      "ts": "2026-04-28T11:33:43.453949+00:00",
      "stage": "drive_resolved",
      "level": "info",
      "message": "Searching Asana fields for Google Drive URL",
      "payload": null
    },
    {
      "id": 30,
      "ts": "2026-04-28T11:33:44.889118+00:00",
      "stage": "drive_resolved",
      "level": "info",
      "message": "Resolved Drive folder (5 items, 4 in CAD/)",
      "payload": {
        "folder_id": "1An0edHhDk5tFVtXUV4hK9COsZrXz6ys4",
        "cad_folder_id": "1c5s9FE-i_5SxibhGGDKpc0xd8vnRVHHL"
      }
    },
    {
      "id": 31,
      "ts": "2026-04-28T11:33:44.895779+00:00",
      "stage": "pdf_downloaded",
      "level": "info",
      "message": "Picking the latest-dated plan-set PDF",
      "payload": null
    },
    {
      "id": 32,
      "ts": "2026-04-28T11:33:46.940527+00:00",
      "stage": "pdf_downloaded",
      "level": "info",
      "message": "Downloaded plan-set: Daniel Martinez Noriega_LGCY_V5_04-23-2026.pdf (6.2 MB)",
      "payload": {
        "bytes": 6514576,
        "filename": "Daniel Martinez Noriega_LGCY_V5_04-23-2026.pdf"
      }
    },
    {
      "id": 33,
      "ts": "2026-04-28T11:33:46.948979+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Looking for the BOM CSV in the same folder",
      "payload": null
    },
    {
      "id": 34,
      "ts": "2026-04-28T11:33:47.524624+00:00",
      "stage": "bom_downloaded",
      "level": "info",
      "message": "Downloaded BOM: BOM_LIS56437.csv (20 rows)",
      "payload": {
        "rows": 20,
        "filename": "BOM_LIS56437.csv"
      }
    },
    {
      "id": 35,
      "ts": "2026-04-28T11:33:47.531681+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracting text from the plan-set PDF",
      "payload": null
    },
    {
      "id": 36,
      "ts": "2026-04-28T11:33:50.028279+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1/3: Claude Opus 4.7 (full extraction)",
      "payload": null
    },
    {
      "id": 37,
      "ts": "2026-04-28T11:34:47.794093+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 1: Opus filled 50 fields (avg 85%)",
      "payload": null
    },
    {
      "id": 38,
      "ts": "2026-04-28T11:34:47.808535+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2/3: Claude Sonnet 4.6 retrying 9 missing fields",
      "payload": null
    },
    {
      "id": 39,
      "ts": "2026-04-28T11:35:20.273994+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Pass 2: Sonnet added 9 more fields",
      "payload": null
    },
    {
      "id": 40,
      "ts": "2026-04-28T11:35:20.454592+00:00",
      "stage": "ai_extracted",
      "level": "info",
      "message": "Extracted 59 fields, avg confidence 84% (Opus: 50, Sonnet retry: +9, Opus retry: +0, 0 still unfilled)",
      "payload": {
        "usage": {
          "input_tokens": 60724,
          "output_tokens": 5987,
          "cache_read_input_tokens": 0,
          "cache_creation_input_tokens": 5191
        },
        "fields": 59,
        "passes": {
          "opus_full": 50,
          "opus_retry": 0,
          "sonnet_retry": 9
        },
        "missing": 0,
        "extra_fields": 0,
        "avg_confidence": 0.844
      }
    },
    {
      "id": 41,
      "ts": "2026-04-28T11:35:20.468825+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": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.55,
      "edited": true,
      "reasoning": "The plan shows SnapNrack UltraFoot Deck attachments at 24\" O.C. max on a 2x2 truss 24\" O.C. roof frame. No staggering is mentioned or depicted; attachments at 24\" O.C. on matching 24\" O.C. trusses are typically in-line, not staggered.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.455418+00:00"
    },
    {
      "payload_key": "Busbar #1 already present on site",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.9,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(E) 200A MAIN SERVICE PANEL",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.819978+00:00"
    },
    {
      "payload_key": "Busbar #1 rating (Amps)",
      "source": "user",
      "raw_value": "200",
      "ai_value": "200",
      "user_value": "200",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(E) 200A MAIN SERVICE PANEL",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.826418+00:00"
    },
    {
      "payload_key": "Busbar #1 subject to backfeed",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.7,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "PHOTOVOLTAIC SYSTEM CIRCUIT IS BACKFED",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.842323+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": 0.97,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "ROOF MATERIAL: COMP SHINGLE",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.507179+00:00"
    },
    {
      "payload_key": "Each ESS unit has dedicated OCPD",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.7,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(N) 60A BREAKER for Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.677090+00:00"
    },
    {
      "payload_key": "ESS assembly weight (lbs)",
      "source": "user",
      "raw_value": "291",
      "ai_value": "291",
      "user_value": "291",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Total Weight of Installed Unit 132 kg (291.2 lb)",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.759517+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": 0.7,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Dimensions 1105 x 609 x 193 mm (43.5 x 24 x 7.6 in)",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.772800+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": 0.8,
      "edited": true,
      "reasoning": null,
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.737093+00:00"
    },
    {
      "payload_key": "ESS installation location",
      "source": "user",
      "raw_value": "Outdoor walls",
      "ai_value": "Outdoor walls",
      "user_value": "Outdoor walls",
      "confidence": 0.6,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "ESS CAN BE INSTALLED IN ANY OF THOSE LOCATIONS ... ON EXTERIOR WALLS AT LEAST 3 FT",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.722936+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": null,
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.730440+00:00"
    },
    {
      "payload_key": "ESS Model 1 includes DC-coupled expansion unit",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.85,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "BOM contains no Powerwall 3 Expansion",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.716519+00:00"
    },
    {
      "payload_key": "ESS Model 1 Manufacturer",
      "source": "user",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": "Tesla",
      "confidence": 0.98,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.683506+00:00"
    },
    {
      "payload_key": "ESS Model 1 Number",
      "source": "user",
      "raw_value": "1707000-xx-y",
      "ai_value": "1707000-xx-y",
      "user_value": "1707000-xx-y",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "TESLA: POWERWALL 3 (1707000-XX-Y)",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.692741+00:00"
    },
    {
      "payload_key": "ESS Model 1 Quantity",
      "source": "user",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": "1",
      "confidence": 0.98,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "1 Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.709374+00:00"
    },
    {
      "payload_key": "ESS positively attached to building per manufacturer",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.85,
      "edited": true,
      "reasoning": null,
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.765670+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": null,
      "source_excerpt": "ENERGY STORAGE SYSTEM INTEGRATED INVERTER",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.703262+00:00"
    },
    {
      "payload_key": "Flush mount or tilt-up",
      "source": "user",
      "raw_value": "Flush mount",
      "ai_value": "Flush mount",
      "user_value": "Flush mount",
      "confidence": 0.9,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "PHOTOVOLTAIC ROOF MOUNT SYSTEM ... SnapNrack UR-45 Rail flush",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.472380+00:00"
    },
    {
      "payload_key": "Home has sprinkler systems",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Occupancy: R3 Sprinklers: No",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.447695+00:00"
    },
    {
      "payload_key": "Homeowner Full Name",
      "source": "user",
      "raw_value": "Daniel Martinez Noriega",
      "ai_value": "Daniel Martinez Noriega",
      "user_value": "Daniel Martinez Noriega",
      "confidence": 0.98,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "task_name: Daniel Martinez Noriega",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.426369+00:00"
    },
    {
      "payload_key": "Inverter 1 interconnection location",
      "source": "user",
      "raw_value": "Existing Subpanel",
      "ai_value": "Existing Subpanel",
      "user_value": "Existing Subpanel",
      "confidence": 0.7,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "INTERCONNECTION: BREAKER TIE-IN AT SUBPANEL",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.576256+00:00"
    },
    {
      "payload_key": "Inverter 1 Manufacturer",
      "source": "user",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": "Tesla",
      "confidence": 0.97,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "TESLA: POWERWALL 3 (1707000-XX-Y) 11.5KW ... INTEGRATED INVERTER",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.534848+00:00"
    },
    {
      "payload_key": "Inverter 1 Model Number",
      "source": "user",
      "raw_value": "1707000-xx-y",
      "ai_value": "1707000-xx-y",
      "user_value": "1707000-xx-y",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "TESLA: POWERWALL 3 (1707000-XX-Y)",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.541265+00:00"
    },
    {
      "payload_key": "Inverter 1 OCPD rating (Amps)",
      "source": "user",
      "raw_value": "60",
      "ai_value": "60",
      "user_value": "60",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(N) 60A BREAKER ... 60A OCPD - OK",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.561802+00:00"
    },
    {
      "payload_key": "Inverter 1 power setting (kW)",
      "source": "user",
      "raw_value": "11.5",
      "ai_value": "11.5",
      "user_value": "11.5",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "SYSTEM SIZE AC: 1x 11500W= 11.500 kWAC",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.568701+00:00"
    },
    {
      "payload_key": "Inverter architecture type",
      "source": "user",
      "raw_value": "String Inverter without DC-DC Converters",
      "ai_value": "String Inverter without DC-DC Converters",
      "user_value": "String Inverter without DC-DC Converters",
      "confidence": 0.6,
      "edited": true,
      "reasoning": "Powerwall 3 integrated inverter with MCI-2 rapid shutdown devices (not DC optimizers)",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.547564+00:00"
    },
    {
      "payload_key": "Max DC PV Wire / USE-2 conductors in raceway (excl. EGC)",
      "source": "user",
      "raw_value": "4",
      "ai_value": "4",
      "user_value": "4",
      "confidence": 0.8,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "MCI TO JUNCTION BOX 4- 10 AWG PV WIRE",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.610231+00:00"
    },
    {
      "payload_key": "Max DC THWN-2 conductors in raceway (excl. EGC)",
      "source": "user",
      "raw_value": "4",
      "ai_value": "4",
      "user_value": "4",
      "confidence": 0.8,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "JUNCTION BOX TO TESLA POWERWALL 3 ... 10 AWG THWN-2 ... 4 conductors",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.616617+00:00"
    },
    {
      "payload_key": "Maximum distance from module to roof (inches)",
      "source": "user",
      "raw_value": "6",
      "ai_value": "6",
      "user_value": "6",
      "confidence": 0.85,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "3\" MIN. 6\" MAX.",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.527142+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": 0.9,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Withstand Voltage 600 V DC ... PV DC Input Voltage Range 60 — 550",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.590526+00:00"
    },
    {
      "payload_key": "Maximum input DC short circuit current (Isc) of PV inverter",
      "source": "user",
      "raw_value": "19",
      "ai_value": "19",
      "user_value": "19",
      "confidence": 0.85,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Maximum Short Circuit Current per MPPT (Isc) 19 A",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.596783+00:00"
    },
    {
      "payload_key": "Maximum number of modules in a DC series string",
      "source": "user",
      "raw_value": "8",
      "ai_value": "8",
      "user_value": "8",
      "confidence": 0.9,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(N) 8 MODULES IN BRANCH CIRCUIT #1",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.603202+00:00"
    },
    {
      "payload_key": "Maximum OCPD rating allowed on Inverter 1 (Amps)",
      "source": "user",
      "raw_value": "60",
      "ai_value": "60",
      "user_value": "60",
      "confidence": 0.9,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Overcurrent Protection Device 60 A (at 11.5 kW)",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.553837+00:00"
    },
    {
      "payload_key": "Maximum spacing between adjacent attachment points (inches)",
      "source": "user",
      "raw_value": "24",
      "ai_value": "24",
      "user_value": "24",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(N) SNAPNRACK ULTRA FOOT DECK BLACK ATTACHMENTS @ 24\" O.C MAX",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.461789+00:00"
    },
    {
      "payload_key": "Module 1 Quantity",
      "source": "user",
      "raw_value": "15",
      "ai_value": "15",
      "user_value": "15",
      "confidence": 0.98,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "15 QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.644312+00:00"
    },
    {
      "payload_key": "Module fire rating type",
      "source": "user",
      "raw_value": "1",
      "ai_value": "1",
      "user_value": "1",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "Roof type is composite shingle (Class A fire-rated roofing material). Qcells Q.PEAK DUO BLK ML-G10.C+ modules installed on composite shingle roofs with UL 2703-listed racking (SnapNrack UL 2703) achieve Class A (Type 1) fire rating as a system. This is standard for residential PV on comp shingle.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.652812+00:00"
    },
    {
      "payload_key": "Module is bifacial",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.85,
      "edited": true,
      "reasoning": "Q.PEAK DUO BLK ML-G10.C+ is a monofacial all-black module",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.660922+00:00"
    },
    {
      "payload_key": "Module Manufacturer",
      "source": "user",
      "raw_value": "Qcells",
      "ai_value": "Qcells",
      "user_value": "Qcells",
      "confidence": 0.97,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.631254+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": 0.97,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "QCELLS Q.PEAK DUO BLK ML-G10.C+ 410",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.637704+00:00"
    },
    {
      "payload_key": "Number of busbars",
      "source": "user",
      "raw_value": "2",
      "ai_value": "2",
      "user_value": "2",
      "confidence": 0.6,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(E) 200A MSP ... (N) 125A SUB PANEL",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.813254+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": "The plan set specifies 'COMP SHINGLE' as the roof material but does not explicitly state the number of layers. Single-layer (one layer) is the standard assumption for residential composite shingle roofs unless a re-roof is noted; no re-roof or double-layer indication is present.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.513708+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": "1 Tesla Powerwall 3",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.669460+00:00"
    },
    {
      "payload_key": "OCPD protecting busbar #1 rating (Amps)",
      "source": "user",
      "raw_value": "200",
      "ai_value": "200",
      "user_value": "200",
      "confidence": 0.9,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(E) 200A MAIN BREAKER",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.835793+00:00"
    },
    {
      "payload_key": "PV system weight (lbs/sq ft)",
      "source": "user",
      "raw_value": "3.0",
      "ai_value": "3.0",
      "user_value": "3.0",
      "confidence": 0.5,
      "edited": true,
      "reasoning": "Typical residential roof-mount PV system weight with aluminum racking and standard modules is approximately 2.5–4.0 lbs/sq ft. The plan notes a snow load of 29 PSF and uses SnapNrack UR-45 rail with UltraFoot Deck attachments and Qcells 410W modules. No explicit system weight per sq ft is stated in the documents; 3.0 lbs/sq ft is a standard industry midpoint estimate.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.441322+00:00"
    },
    {
      "payload_key": "Racking System Manufacturer",
      "source": "user",
      "raw_value": "SnapNrack",
      "ai_value": "SnapNrack",
      "user_value": "SnapNrack",
      "confidence": 0.97,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "SnapNrack Domestic UR-45 172\" Rail",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.478460+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": 0.9,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(N) SNAPNRACK UR-45 RAIL",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.485300+00:00"
    },
    {
      "payload_key": "Rapid Shutdown compliance method inside array",
      "source": "user",
      "raw_value": "Module-level rapid shutdown using Tesla MCI-2 Mid-Circuit Interrupters (MCIs) installed every 3rd module per string, compliant with NEC 690.12 and CEC 690.12. System is controlled via Powerwall 3 Enable Switch / External System Shutdown Switch.",
      "ai_value": "Module-level rapid shutdown using Tesla MCI-2 Mid-Circuit Interrupters (MCIs) installed every 3rd module per string, compliant with NEC 690.12 and CEC 690.12. System is controlled via Powerwall 3 Enable Switch / External System Shutdown Switch.",
      "user_value": "Module-level rapid shutdown using Tesla MCI-2 Mid-Circuit Interrupters (MCIs) installed every 3rd module per string, compliant with NEC 690.12 and CEC 690.12. System is controlled via Powerwall 3 Enable Switch / External System Shutdown Switch.",
      "confidence": 0.92,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "(N) TESLA MCI EVERY 3RD MODULE ... Tesla MCI-2 (RAPID SHUTDOWN DEVICE) ... RSD Initiation Method: External System Shutdown Switch or Powerwall 3 Enable Switch",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.792721+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Manufacturer",
      "source": "user",
      "raw_value": "Tesla",
      "ai_value": "Tesla",
      "user_value": "Tesla",
      "confidence": 0.97,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Tesla MCI-2",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.778964+00:00"
    },
    {
      "payload_key": "Rapid Shutdown Device Model Number",
      "source": "user",
      "raw_value": "MCI-2",
      "ai_value": "MCI-2",
      "user_value": "MCI-2",
      "confidence": 0.97,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "Tesla MCI-2",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.785168+00:00"
    },
    {
      "payload_key": "Roof penetration sealant method name and description",
      "source": "user",
      "raw_value": "SnapNrack UltraFoot Deck with SpeedSeal+ Technology — pre-installed 0.25\" thick butyl pad (peel-and-stick) that creates a watertight seal over roof surfaces including across shingle tabs. Installed with (4) sealing deck screws #14-1-1/2\" hex SS with 0.5\" min. embedment.",
      "ai_value": "SnapNrack UltraFoot Deck with SpeedSeal+ Technology — pre-installed 0.25\" thick butyl pad (peel-and-stick) that creates a watertight seal over roof surfaces including across shingle tabs. Installed with (4) sealing deck screws #14-1-1/2\" hex SS with 0.5\" min. embedment.",
      "user_value": "SnapNrack UltraFoot Deck with SpeedSeal+ Technology — pre-installed 0.25\" thick butyl pad (peel-and-stick) that creates a watertight seal over roof surfaces including across shingle tabs. Installed with (4) sealing deck screws #14-1-1/2\" hex SS with 0.5\" min. embedment.",
      "confidence": 0.88,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "SNAPNRACK ULTRAFOOT DECK ATTACHMENT (4) SEALING DECK SCREWS #14-1-1/2\" HEX SS WITH 0.5\" MIN. EMBEDMENT ... Features SpeedSeal™+ Technology, a pre-installed butyl pad for easy peel & stick installation",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.500718+00:00"
    },
    {
      "payload_key": "Roof pitch",
      "source": "user",
      "raw_value": "1/12",
      "ai_value": "1/12",
      "user_value": "1/12",
      "confidence": 0.55,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "ROOFTILT 7° (≈1.47/12)",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.520899+00:00"
    },
    {
      "payload_key": "Separation between ESS units less than 3 feet",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.85,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "MULTIPLE ESS SYSTEMS SHALL BE SEPARATED FROM EACH OTHER BY AT LEAST 3'",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.751133+00:00"
    },
    {
      "payload_key": "Smoke/heat alarm present at ESS location",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.7,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "INTERCONNECTED SMOKE ALARMS ARE REQUIRED TO BE INSTALLED THROUGHOUT YOUR HOUSE",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.745028+00:00"
    },
    {
      "payload_key": "Supply side connection per NEC 705.12(A)",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.85,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "INTERCONNECTION: BREAKER TIE-IN AT SUBPANEL",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.848476+00:00"
    },
    {
      "payload_key": "THWN-2 conductors in PV inverter AC output circuit raceway (excl. EGC)",
      "source": "user",
      "raw_value": "3",
      "ai_value": "3",
      "user_value": "3",
      "confidence": 0.85,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "TESLA POWERWALL 3 TO AC DISCONNECT 3 6 AWG THWN-2 COPPER",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.624760+00:00"
    },
    {
      "payload_key": "Total roof area (sq ft)",
      "source": "user",
      "raw_value": "1739",
      "ai_value": "1739",
      "user_value": "1739",
      "confidence": 0.95,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "AREA OF ROOF (PLAN VIEW)(Sq. Ft.) 1739.21",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.433969+00:00"
    },
    {
      "payload_key": "Using Power Control System to curtail Inverter 1",
      "source": "user",
      "raw_value": "Yes",
      "ai_value": "Yes",
      "user_value": "Yes",
      "confidence": 0.9,
      "edited": true,
      "reasoning": null,
      "source_excerpt": "PANEL LIMIT FEATURE FOR THE POWERWALL UNIT(S) TO BE UTILIZED ... PCS CONTROLLED CURRENT SETTING: 100A",
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.583607+00:00"
    },
    {
      "payload_key": "Utility available fault current greater than 10 kA at service",
      "source": "user",
      "raw_value": "No",
      "ai_value": "No",
      "user_value": "No",
      "confidence": 0.65,
      "edited": true,
      "reasoning": "The Tesla Powerwall 3 datasheet lists 'Maximum Short-Circuit Current Rating: 10 kA' and the Tesla Backup Switch lists 'Short Circuit Current Rating: 22 kA with breaker'. The plan does not explicitly state available fault current. For a residential underground-fed service in a rural area (Piñon Hills, CA), available fault current is typically at or below 10 kA. The inverter's 10 kA SCCR rating is designed to match this threshold, suggesting fault current is not greater than 10 kA.",
      "source_excerpt": null,
      "in_field_map": true,
      "updated_at": "2026-04-28T11:39:39.798877+00:00"
    },
    {
      "payload_key": "Utility service feed rating (Amps)",
      "source": "user",
      "raw_value": "200",
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