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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.

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Not just takeoff. Not just estimating. Darwin is a governed cost knowledge system for construction teams.

Workflow Coverage
  • IntakeRequest + Clarify
  • GovernanceEstimate + Approve
  • ExecutionTrack + Learn

Why teams use Darwin

Preserve estimating knowledge across projects
Separate cost logic from changing market prices
Trace quantities back to IFC, QTO, or manual sources
Govern reviews, approvals, and estimate revisions
Compare approved baselines against actual costs
Use variance to improve the next estimate

Operating Workflow

From request to learning.

Darwin organizes estimating as a governed workflow:

request → clarify → estimate → review → approve → track → learn

A request explains why work is needed. A project preserves the context. An estimate structures the cost logic. A review challenges pricing and assumptions. An approval commits the baseline. Actual costs reveal execution reality. Variance improves the next estimate.

One governed workflow, end to end

01

Request & Clarify

  • Work requests capture intent
  • Comments and files preserve context
  • Tasks route the next action
02

Estimate

  • Reusable modules and assemblies
  • IFC, 2D QTO, or manual quantities
  • Price lists and market snapshots
03

Review & Approve

  • Price review workflows
  • Revision comparison
  • Approved baseline creation
04

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.

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