Retail platform migration

Step 1: Ingestion & normalization

Agent configuration

Snapshot of the agent profile for this stage.

Agent: Extractor Agent

Goal: Transform all raw customer files into clean structured and searchable data.

Input: Spreadsheets, PDFs, text exports

Expected output: Unified staging tables and normalized document chunks

System prompt guidance: Prioritize data lineage and flag malformed rows. Preserve source references for every extracted entity.

Available tools: javascript_eval, shell_command, read_file, write_file, list_directory

Current status

Live overview of this step execution.

Step state:completed

Tools available: 5

Observed tool calls: 3

Activity events: 3

This is a base observability view. In future iterations it can stream real-time logs and tool outputs.

When this step is done, pass its `output` folder content to the next step's `input`.

Intake submission

Send source files and/or free text. Items are stored under project and step input folders.

Type	Name	Size (bytes)	Created
file	llmtest.txt	14	2026-03-06T18:32:09.679Z
file	Book1.xlsx	29661	2026-03-06T18:07:41.021Z
file	intake.txt	27	2026-03-06T18:05:48.506Z
text	inline-text	34	2026-03-06T18:05:48.449Z
file	step-intake.txt	17	2026-03-06T18:05:48.450Z

Step agent chat

Chat with this step's LLM agent to inspect reasoning and outputs before automation is finalized.

Start a conversation with this step agent. Ask it to explain assumptions, mappings, or outputs.

No model response yet.

Tool calls

Each call made (or queued) by the step agent.

Tool	Purpose	Timestamp (UTC)	Status
spreadsheet-parser	Read XLSX billing inventories and normalize columns.	2026-03-03T09:11:00Z	completed
pdf-ocr	Extract architecture notes and capacity constraints from PDF diagrams.	2026-03-03T09:14:12Z	completed
sqlite-loader	Load normalized datasets into staging tables.	2026-03-03T09:16:20Z	completed

Agent activity log

Human-readable log trail for this step.

Detected 6 source files: 2 XLSX, 1 CSV, 2 PDF, 1 TXT.

09:10:54

info

Mapped 98% of spreadsheet headers to canonical schema.

09:15:31

success

Flagged 3 rows with missing region data for manual review.

09:17:05

warning