Feature

Quote Agent

AI Line-Item Editing for Construction Quotes

Quote Agent is Baucore's built-in AI assistant for the quote editor. It turns pasted spreadsheet data into structured, catalog-matched quote lines, and lets sales teams edit dozens of line items at once with a single plain-English instruction.

Quote Agent banner: "Ask, it's done": plain-English commands update every quote line at once

The Problem

Every multi-line construction quote starts the same way: a spreadsheet, an email table, or a PDF schedule that has to be retyped, line by line, into the quoting system. When scope changes late in the bidding process, reps re-key quantities and prices across dozens of positions by hand.

Manual re-entry of line items from spreadsheets, RFQs and email tables
No fast way to bulk-edit quantities, prices or categories across a quote
Missing catalog or pricing fields left blank or filled in one row at a time
Column headers and formats differ between manufacturers and distributors
High risk of transcription errors on large, multi-position quotes
Quote turnaround is slow, copy-paste errors multiply, and sales reps spend hours on data entry instead of closing business.

THE SOLUTION

Quote Agent brings AI directly into the Baucore quote editor. Paste a table from any source and Quote Agent matches each column to the right quote field. Ask it, in plain English, to update quantities, round prices, or fill in missing data across every line at once, then review and apply the changes with full visibility into what changed.

What Quote Agent Does

Paste-to-Import

Paste rows copied from Excel, a manufacturer price list, or an email. Quote Agent recognizes comma-, semicolon-, and tab-delimited data and aligned multi-space columns.

AI Column Matching

Quote Agent maps pasted columns, such as manufacturer, catalog number, quantity, and fixture type, to the correct quote fields and shows a confidence score for each match.

Conversational Mass Edit

Type an instruction like "increase quantity by 10% for all quote positions" and Quote Agent applies it across every matching line item.

Suggested Actions

Quote Agent proposes common bulk edits, such as adjusting quantities or rounding prices, so reps don't have to phrase every request from scratch.

Default Value Fill-In

For fields left empty after import, such as list price, Quote Agent applies a default value across all matching rows, with the option to overwrite existing values or leave them untouched.

Review Before You Apply

Quote Agent shows every AI change inline, with the old value struck through and the new value highlighted. You can undo each change individually or as a full batch before you commit it.

HOW IT WORKS

1

Paste line items into the quote editor from any spreadsheet, price list, or email table

2

Quote Agent analyzes the data and matches columns to quote fields

3

Review the matched preview, adjust field mapping if needed, and set defaults for empty fields

4

Apply the import to add all line items to the quote in one step

5

Use plain-English commands to bulk-edit quantities, prices, or categories at any time

6

Review every proposed change before applying it, or undo instantly

See it in action

The same steps, running on a real quote. Each screenshot is followed by a close-up of the part that does the work.

1
Step 1 · Import

Paste the rows exactly as you received them

Open the import panel and paste straight from Excel, a manufacturer price list, or the body of an email. There is no template to fill in first, and no need to reorder columns to match the quote.

  • Quote Agent recognizes comma-, semicolon- and tab-delimited data and aligned multi-space columns
  • A header row is optional. Quote Agent works it out either way
  • Nothing is written to the quote until you review and apply
Baucore quote editor with the Quote Agent import panel open, showing ten line items pasted from a manufacturer price list
Close-up of the Quote Agent import panel listing manufacturer, catalog number, quantity and fixture type for ten pasted rows above the Analyze button

Ten pasted rows, still raw text. "Analyze" hands them to Quote Agent.

2
Step 2 · Match

Every column mapped to the right quote field

Quote Agent reads the pasted block and maps each column to the quote field it belongs in, scoring how confident it is about each one. You see the whole import as it will land, before a single row is committed.

  • Quote Agent matches manufacturer, catalog number, quantity and fixture type
  • A confidence score per column shows you where to double-check
  • Change any mapping yourself, or discard the import outright
Quote Agent import preview mapping pasted catalog numbers, manufacturers and quantities to quote fields, with confidence scores on each matched column
Close-up of the Quote Agent review bar reading ten line items ready for review, ten new and zero updated, above matched column headers each marked one hundred percent confidence

Ten line items ready for review, every matched column marked 100%, then "Apply 10 changes".

3
Step 3 · Bulk edit

Change every line with one sentence

Ask for what you need in plain English. Quote Agent works out which lines are affected, applies the change across all of them, and shows the old and new value on every row it touched.

  • "Increase quantity by 10% for all quote positions" updates every matching line at once
  • Suggested actions cover the common edits, so you don't have to phrase each one
  • Select rows first to limit the change to just those lines
Quote Agent applying a ten percent quantity increase across every line item, with the previous and new quantity shown inline on each row
Close-up of the Quote Agent conversation showing the instruction to increase quantity by ten percent, the agent confirming ten line items changed from six to six point six, and undo and apply controls

The instruction, the ten lines it changed, and an undo, all before you apply anything.

4
Step 4 · Fill the gaps

Set the fields the source data never had

Price lists rarely carry every field a quote needs. Give Quote Agent a default and it fills that field across the whole import, by default only where the field is empty, so it touches nothing you already entered.

  • One value applied across all matching rows in a single step
  • Overwriting existing values is opt-in
  • Works on any unassigned field, including price
Quote Agent applying a default list unit price across all imported quote rows where the field is still empty
Close-up of the Quote Agent default value dialog for List Unit Price, applied to all imported rows where the field is empty, with the overwrite existing values checkbox left unticked

"Applied to all imported rows where this field is empty". Overwriting takes a deliberate tick.

5
Step 5 · Smart Triage

Quote Agent flags exceptions instead of burying them

Some rows don't match cleanly. Quote Agent applies confident matches, holds anything uncertain or unmatched for review, and gives you a right-click menu to fix, clear, or roll back a value, then apply that same correction to every other flagged row in one click.

  • Confident matches (100%) apply immediately; partial and no-match rows are held for review
  • Fix one flagged row and apply the same correction to every other flagged row at once
  • Quote Agent skips no row. Each one lands in the right queue
Baucore quote editor showing nine imported line items automatically triaged, with a "Needs attention (3)" toolbar count and two rows flagged "No match" for review
Baucore quote editor with the AI Assistant panel open beside the same triaged grid, showing suggested bulk-edit prompts available even while flagged rows are still under review

The AI Assistant stays on hand for bulk edits, even while three rows are still flagged for review.

Business Value

Paste line items from any source and Quote Agent matches them
Bulk-edit with a single plain-English instruction
Fill missing fields with defaults across the whole import
Review and reverse every change before you apply it
Faster quote turnaround on large, multi-position bids
Fewer transcription errors from manual re-entry
Consistent, catalog-matched line item data across every quote

Less time spent on data entry, more time spent selling

Who This Is For

Building product manufacturers
Lighting, HVAC, electrical, and architectural product rep agencies
Sales teams preparing large, multi-position quotes from spreadsheets, RFQs, or manufacturer price lists

Ideal for any team whose quotes routinely run to dozens of positions and start life in someone else's spreadsheet.

Frequently Asked Questions