Cost Data Automation for Estimators

Let your AI agent gather and format past cost records from Excel, SharePoint, and Procore—so you can focus on estimating, not data hunting.

You spend hours digging through Excel files, old emails, and SharePoint folders just to find cost history. As a cost estimator, every bid means repeating this tedious search. Missed files and manual copy-paste make your work stressful and error-prone.

An AI agent that pulls, organizes, and summarizes historical cost records for cost estimators using Excel, SharePoint, and Procore.

What this replaces

Search Excel and SharePoint for old project costs
Copy-paste numbers from Procore logs into estimate templates
Manually reformat PDFs to match bid spreadsheets
Email colleagues for missing material price history
Track source documents for audits in OneDrive

The hidden cost

What this is really costing you

In construction and financial services, cost estimators are stuck searching for historical pricing in Excel spreadsheets, SharePoint archives, and Procore logs. Each new estimate means tracking down material and labor costs from scattered sources, reformatting data, and double-checking for gaps. This repetitive work eats into your week and distracts from actual estimating. Missed entries or outdated numbers can throw off your bids and damage client trust.

Time wasted

2 hrs/week

Every week, burned on work an AI agent handles in minutes.

Money lost

$4,700/year

In salary, missed revenue, and operational drag — annually.

If you keep ignoring it

Overlooked costs lead to inaccurate bids, failed audits, and lost contracts. Rushed manual work increases the risk of non-compliance with client requirements and industry standards.

Cost estimates derived from U.S. Bureau of Labor Statistics occupational wage data and O*NET task analysis.

Return on investment

The math speaks for itself

Today — without agent

2 hrs/week

of manual work

$4,700/year/ year

With your AI agent

20 min/week

agent-handled

$780/year/ year

You save

$3,920/year

every year, reinvested into growing your business

Estimates based on U.S. Bureau of Labor Statistics median salary data and O*NET task importance ratings from worker surveys. Time savings assume 80% automation of eligible task components.

Jobs your agent handles

What this agent does for you

Complete jobs, handled end-to-end — so your team focuses on what matters.

Quick Estimate Preparation

You ask your agent to gather all historical material costs for a specific product line from the past five years.

Trend Analysis for Bids

You ask your agent to summarize cost changes for labor and materials across previous projects for your next bid.

Audit Support

You ask your agent to compile a source list of cost figures used in your last three estimates for compliance review.

Filling Missing Data

You ask your agent to identify gaps in your historical cost records and suggest where to find missing information.

How to hire your agent

1

Connect your tools

Link your cost accounting software, document management systems, and digital archives used for storing historical cost data.

2

Tell your agent what you need

Type: 'Find historical costs for HVAC components from 2019-2023, including source files.'

3

Agent gets it done

The agent delivers a compiled spreadsheet of historical cost data with source references, ready for your review and use in estimates.

You doing it vs. your agent doing it

Search multiple folders, open old PDFs, and copy data into a spreadsheet.
Agent delivers a compiled table of historical costs with sources.
1 hr/request
Manually chart costs from past projects using old spreadsheets.
Agent summarizes cost trends and outputs a report.
45 min/request
Reformat data from PDFs, spreadsheets, and scanned documents by hand.
Agent converts all data into a uniform spreadsheet.
30 min/request
Keep manual notes or trace back through emails and folders.
Agent lists all source documents alongside each cost entry.
15 min/request

Agent skill set

What this agent knows how to do

Aggregate Historical Costs

Pulls line-item pricing from Excel, Procore, and SharePoint archives and compiles them into a single, filterable spreadsheet.

Summarize Pricing Trends

Analyzes year-over-year changes in labor and material costs, outputting a visual summary for your estimating team.

Standardize Data Formats

Transforms mixed-format data from PDFs and CSVs into a clean, analysis-ready Excel workbook.

Identify Data Gaps

Flags missing or inconsistent entries in your cost history and suggests which files or contacts to check.

Document Source Tracking

Lists the original file path or email source for each cost entry to simplify audit trails and compliance checks.

AI Agent FAQ

The agent integrates with Excel, SharePoint, Procore, and can pull data from PDF attachments in Outlook. Setup is done via secure API or direct file access.

All data is encrypted using TLS 1.3 during transfer. The agent never stores your files after processing and access is limited to your authorized Microsoft 365 or Procore accounts.

The agent processes Excel, CSV, PDF (text-based), and Procore exports. Scanned images or handwritten notes are not supported yet; multi-language support is planned.

The agent pulls data from structured files with 98% accuracy. For files with unusual formatting, it flags entries for your review before finalizing the estimate.

Yes, the agent automates gathering, organizing, and summarizing historical cost records so cost estimators can prepare bids faster and with fewer errors.

See how much your team could save with AI

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