By Shawn Gray, Founder – ConstructIQ Advisory

A third-generation, multi-office heavy civil contractor had a capable team of estimators and coordinators. Yet bid capacity and get-work remained gated by one person.

Bid requirements were missed, including a proposed schedule that extended beyond the completion date stipulated in an RFP. The mistake contributed to the loss of a multi-million-dollar opportunity. Revenue gaps then created pressure to pursue projects based on schedule needs rather than margin, fit, and risk.

Limited preconstruction capacity also constrained project handovers, leaving project managers operating in what one participant described as “24/7 scramble mode” and contributing to avoidable downstream margin impacts.

All could be rooted back to the capacity of one single key resource: the Chief Estimator, and the operational consequence when that team member becomes busy.

A significant portion of this member time was spent on pursuit identification, qualification, and package preparation; not on bid quality review or handover. So, this was step one.

Over a 12-week live-operational Proof-of-Value leveraging AI-enabled workflows, the firm codified its qualification knowledge, standardized its proposal structure, and distributed pursuit activities across coordinators and administrative staff.

Direct Measured Results

• • 80% less senior qualification time
• • 50% less proposal drafting time

Operational Translation

• • ~$32,500 in recovered overhead
• • 4x greater bid capacity
• • >$1 billion in pipeline visibility

The firm did not automate professional judgment. It built an operating process that applied senior judgment earlier, more consistently, and across a broader team.

Read the full case study for the detailed workflow and enabling solutions

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