How a Heavy Civil Contractor Increased Pursuit Capacity without Adding Headcount

A heavy civil contractor used AI-enabled pursuit workflows to reduce senior qualification effort 80%, halve proposal drafting time, and quadruple bid capacity without adding headcount across a 12-week Proof-of-Value program.

What's Actually Working

Clear patterns are emerging of what's actually producing operational capacity and how firms are getting there faster. Our latest Executive Intelligence Briefing covers the aggregated data and correlations, based on the last 6 months of activity across association surveys, contractor conversations, and our cohorts and projects.

150 Contractors. Same Problems. What Worked.

150 contractor conversations across ICBA events exposed the same operational problems, how little leverage it takes to pull ahead, and what the leaders are doing differently.

Capital Pathways for Operational AI

>85% of firms have no budget to sustain new technology initiatives. Operational-AI enablement is no longer a software question - it's a capital architecture question. This Executive Brief covers how to remove budget and capacity constraints before AI initiatives stall or get cut.

Q1'26 Cohort Case Study - Contract Throughput Limited Growth

Growth was constrained by contract review capacity. not demand. A targeted AI application redistributed workload across existing staff, unlocking 60-100 additional reviews annually and enabling $300M-$1B in potential project pursuit, without adding effort or headcount

2025 AI Adoption Retrospect: From Hype to Meaningful Adoption

As we close the 2025 season of the AI Adoption Initiative, seperate signal from noise and gain insights into the true state of AI adoption, where real value is being discovered, and how firms are overcoming barriers preventing adoption.

CIQ AI Adoption Playbook: Establishing Project and User Fit

Leverage CIQ's practical guide for construction leaders to identify the best projects and people for AI initiatives. Use the method after establishing your strategic "AI-Why" and corresponding solution-fit

Harnessing Practical AI to Builder Safer, Smarter Worksites

Featured at the 2025 Alberta Construction Safety Association Annual Conference, discover how practical AI-enabled tools and workflows are being used to reduce risks and free up time to help to proactively prevent jobsite injuries.

Buildex Alberta'25 Contech Showcase

Discover Canada's top innovators providing meaningful applications of AI for accelerating business growth, reducing risks and costs, and improving workforce capacity.

What 12 Contractors Got Right: Getting Real Results from AI With Less Risk, Time, and Cost

How are mid-sized construction firms getting real business results from AI faster, while saving more than they spend on technology? At Buildex Alberta, we provided a debrief on key learnings and insights from the past 18 months of the national AI Adoption Initiative, powered by ConstructIQ's framework to adopt AI with less risk, time, and cost.

Accelerating AI-in-Construction Through Demystification and Collaboration_250227 2.pdf

Featured at BuildexBC 2025, a debrief on key learnings based on a 'Collaborative Proof of Value Project' between Flowlly (AI Agents for Construction Workflows) and ETRO Construction (Canada's fastest growing mid-sized construction firm)

Buildex BC'25 Contech Showcase

Discover how data and AI can be leveraged to improve jobsite safety, planning, and field resource productivity.

AI Proof of Value: AI Agents for Field Operations, featuring Flowlly

A debrief providing insights and key learning from a real world 'Collaborative Proof of Value Project' between Flowlly and one of Canada's fastest growing mid-size construction firms.

Annual AI Adoption Benchmark & Retrospect 2024

A debrief and retrospect including key learnings, insights, and industry benchmarking on the true state of AI adoption across the industry.

Accelerating AI Adoption in Construction Through ​Demystification & Collaboration

Featured at BuildexAlberta 2024, gain insights into the real state of adoption in industry, key opportunities, and a framework for adopting with less risk, time, and cost.