Customer Success Story

Modernizing Inspection and Estimation for Scalable Growth

An AI-Enabled Inspection and Proposal Solution for Commercial Roofing

62.5%

Reduction in Proposal Turnaround Time

3-4x

Increase in Sales Productivity

Client:

A national commercial roofing contractor handles a large volume of inspections and estimates across multiple regions. As the business grew, its inspection-to-estimate process remained manual and inconsistent, with field teams documenting findings in different ways and sales teams spending excessive time reworking information before proposals could be issued. This slowed bid response times, reduced competitiveness in fast-moving opportunities, and limited the company’s ability to systematically attach maintenance programs and recurring services to project work.

Objective:

The client aimed to modernize the inspection and estimating workflow to improve speed, consistency, and scalability. The primary goal was to reduce proposal turnaround time from one day to approximately 2.5 hours. The company also wanted to increase field and sales throughput without adding headcount, improve proposal quality and consistency, and create a more scalable way to identify and upsell maintenance services and recurring revenue opportunities.

Challenges:

Slow Proposal Turnaround:

Manual inspection summaries and estimate preparation delayed proposal delivery and extended the sales cycle.

High Rework Across Teams:

Inconsistent field documentation created gaps in information, forcing sales and estimating teams to spend time clarifying findings and revising proposals.

Limited Operational Scalability:

As inspection volume increased, the business struggled to grow output without adding more people to support field and back-office processes.

Missed Recurring Revenue Opportunities:

Because teams were focused on producing one-time project estimates, maintenance and ongoing service opportunities were not consistently captured or positioned.

Solution:

AI-Enabled Inspection and Estimating for Faster, Standardized Proposal Delivery

To address these issues, the contractor implemented a mobile-first, AI-supported workflow that streamlined field capture, standardized inspections, and accelerated proposal generation. Inspectors could capture images, video, and spoken observations in the field, with audio automatically transcribed for easier documentation. AI then tagged and classified inspection data, supported measurements, and created a more structured inspection record. This information fed an automated bill of materials and proposal-generation process, where draft proposals were created for human review before submission. A field intelligence dashboard provided real-time visibility into inspection progress and proposal status.

Key components of the solution include:

Mobile Field Capture: Images, video, and audio transcription improve the speed and quality of field documentation.

AI-Standardized Inspections: AI tags images, classifies issues, and supports measurement capture to create more consistent outputs.

Automated BOM and Proposals: Structured inspection data flows into AI-generated proposals with human review built in.

Field Intelligence Dashboard: Real-time visibility helps teams track inspection and proposal progress and identify bottlenecks quickly.

Implementation:

Field Digitization:

Inspectors adopted a mobile workflow to capture and submit site information in a consistent format.

AI Inspection Processing:

Field data was analyzed and organized using AI to standardize issue identification, image tagging, and measurements.

Proposal Automation:

Inspection outputs were connected to automated BOM and proposal creation, reducing manual effort while preserving human oversight.

Operational Monitoring:

A dashboard was introduced to give leadership and sales teams real-time insight into throughput, status, and delays.

Results and Value:

62.5% Reduction in Proposal Turnaround Time:

The company dramatically shortened the time from inspection completion to proposal delivery.

80% Reduction in Inspector Desk Time:

Inspectors spent far less time on manual documentation and follow-up.

3-4x Increase in Sales Productivity:

Sales teams were able to process substantially more opportunities without added headcount.

Improved Proposal Accuracy and Consistency:

Standardized inspection inputs reduced rework and improved the quality of customer-facing proposals.

Expanded Revenue Potential:

The new workflow created a stronger foundation for attaching maintenance services and growing recurring revenue streams.

Targeted Win Rate Improvement:

While final win-rate impact is still being measured, the business is targeting a 2–3x increase through faster response and stronger proposal quality.

By modernizing the inspection-to-estimate workflow with mobile capture, AI-driven standardization, and proposal automation, the commercial roofing contractor created a faster and more scalable operating model. The result is improved sales responsiveness, higher productivity, better proposal consistency, and a stronger platform for recurring service growth.

At BrainWaves, we build and deploy EnterpriseAI Ops, an AI-powered platform that transforms enterprises into Frontier Firms, where autonomous workflows and people work together to drive productivity, quality, efficiency, and growth.

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Location:

8911 N Capital of Texas Hwy,
Suite 4200-339,
Austin, TX 78759, USA

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+1.512.828.6443

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