Similar project discovery for bid estimation

about Usecase

Bid teams in shipbuilding and marine interior contracting rely on past projects to estimate costs and prepare accurate quotations for new requests for proposal. However, relevant project information is often scattered across systems and documents, forcing specialists to depend on manual searches and personal memory. 

This use case enables bid specialists to quickly identify similar past projects, areas, and scopes based on the details of a new request. Instead of searching manually, teams can surface relevant historical work and cost references in minutes. 

By improving access to institutional knowledge, organisations can respond to bids faster, create more consistent estimates, and reduce the risk of under- or over-pricing new projects. 

Key Features

Plans

Future Expansion

The use case can be expanded to support deeper cost breakdowns, margin analysis, and learning from bid outcomes as project history continues to grow. 

case studies

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We help you identify high-value opportunities, de-risk your first project, and deliver measurable AI results from day one.

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What happens next?
1

Briefing 

A 20-minute focused session

2
Rapid AI discovery and validation
 
Prove value fast. Assess readiness. Accelerate adoption.
3
Your proposal
 

Clear plan, budget, and production timeline

No obligation — just a focused 20-minute discussion about your goals.