Construction Cost Intelligence
Turn estimating work into reusable cost knowledge.
Darwin helps teams move from request to estimate, approval baseline, actual cost tracking, and variance learning — while preserving the logic, prices, quantities, files, and decisions behind every number.
Not just takeoff. Not just estimating. Darwin is a governed cost knowledge system for construction teams.
- IntakeRequest + Clarify
- GovernanceEstimate + Approve
- ExecutionTrack + Learn
Why teams use Darwin
One governed workflow, end to end
Request & Clarify
- Work requests capture intent
- Comments and files preserve context
- Tasks route the next action
Estimate
- Reusable modules and assemblies
- IFC, 2D QTO, or manual quantities
- Price lists and market snapshots
Review & Approve
- Price review workflows
- Revision comparison
- Approved baseline creation
Track & Learn
- Actual cost and invoice tracking
- Budget vs actual monitoring
- Variance learning for future estimates
Reusable Cost DNA
Every construction company has a way it prices work: assemblies, labor assumptions, supplier habits, risk decisions, and rules of thumb learned through experience.
Darwin turns that knowledge into reusable modules, price snapshots, quantity sources, approval history, and variance feedback.
Every project strengthens the next. Competitors show features. Darwin preserves institutional memory.
- Reusable modules
- Price snapshots
- Quantity sources
- Approval history
- Variance feedback
- Institutional memory
What Darwin preserves
Intent
Work requests explain why something needs to be estimated, changed, refreshed, clarified, or approved.
Logic
Modules preserve reusable construction logic without trapping it inside one-off spreadsheets.
Market context
Price lists capture material, labor, logistics, currency, and expense assumptions at a moment in time.
Evidence
Files, IFC models, QTO sessions, comments, and activity history keep estimates explainable.
Commitment
Approvals turn reviewed estimates into active baselines for cost control.
Learning
Variance connects planned cost to execution reality, helping teams improve future estimates.
Built for the people behind the estimate
Estimators
- Build estimates from reusable modules
- Use IFC, QTO, or manual quantities
- Compare revisions without losing context
Preconstruction Leads
- Standardize estimating logic
- Review assumptions before approval
- Preserve institutional knowledge
Project Managers
- Track actual costs against the approved baseline
- Review invoices and source evidence
- Understand budget vs actual movement
Commercial Leaders
- See margin and variance signals
- Govern approvals and revisions
- Turn project history into better future pricing
Start with one project
See how Darwin turns an estimate into a reusable knowledge asset.
Bring a real or sample project. We'll walk from request intake to estimate structure, review, approval baseline, and cost-control follow-up.