Skip to main content
CUSTOMER STORY

Chat-to-quantities with IFC Copilot and Excel Viewer.

A model-data workflow supported reliable evaluation of three design variants and accelerated the transition into schedule and cost planning.

Read the story
Flinker Copilot displaying element quantities alongside highlighted objects in a sample IFC model
Flinker Copilot connects a quantity query with the corresponding model elements. A sample IFC demonstrates the workflow without exposing project data.View full size: Flinker Copilot displaying element quantities alongside highlighted objects in a sample IFC model (opens in a new tab) ↗

At a glance

Evaluation period for three variants
3 weeks
Decision-ready model and quantity comparison
3 variants
Reported shell schedule for selected versus prior plan
~7 vs. 10 months

Customer-reported planning comparison for the selected and prior shell-construction plans.

CUSTOMER

A data-focused infrastructure engineering team

Sawa Engineering uses BIM information to support planning and transparent project decisions. The team needed a fast way to evaluate quantities and costs across several design alternatives.

CHALLENGE

Reliable quantities under a tight planning window

The team needed to segment reinforced-concrete elements by floor and construction section, connect results to cost planning, and compare three design variants without a slow handoff between specialist model tools and spreadsheet analysis.

Decision-makers needed transparent quantities across the alternatives. Reusing the team's Excel skills would keep training effort low and reduce the number of tools involved in each iteration.

SOLUTION

Connect IFC Copilot with an Excel-centered workflow

Flinker Copilot and the Excel IFC Viewer connected model parameters with a familiar analysis environment. Quantity takeoff, cost mapping, and model checks could be reviewed together with visual model context.

  1. Connect the model parameters to Excel using Flinker Copilot and IFC Viewer.

  2. Apply rule-based queries to group reinforced-concrete elements by floor and construction section.

  3. Use Excel filters and formulas for cost mapping and comparison.

  4. Check the selected quantities against their corresponding objects in the model.

Element results table containing GlobalId, element name, formwork area in square metres, and display color
The sample results table keeps element identifiers alongside quantities, so records can be traced back to their model objects.View full size: Element results table containing GlobalId, element name, formwork area in square metres, and display color (opens in a new tab) ↗
MODEL QUALITY

Resolve parameter issues before comparing alternatives

The team identified inconsistent model parameters during the analysis, including basement walls assigned to the ground floor. Finding these issues early allowed the team to correct the underlying classification and continue the comparison with a clearer basis.

The screenshots use a sample IFC to demonstrate the workflow without exposing the customer's project data. They illustrate the analysis method rather than document the confidential project model.

DECISION SUPPORT

Compare quantities, costs, and planning criteria in Excel

Excel provided the working environment for filters, formulas, and cost mapping. The sample workbook places a weighted comparison of cost, technical, schedule, and safety criteria beside the IFC model view.

Keeping the comparison and geometry together helps reviewers investigate which elements contribute to the result and prepare the handover to schedule and budget planning.

Excel comparison of three alternatives with weighted cost, technical, schedule, and safety criteria beside the IFC Viewer pane
A sample comparison combines weighted criteria and model context in Excel. It demonstrates the workflow used to support the decision.View full size: Excel comparison of three alternatives with weighted cost, technical, schedule, and safety criteria beside the IFC Viewer pane (opens in a new tab) ↗
OUTCOME

Three alternatives evaluated in three weeks

Sawa reports that the team evaluated three alternatives within three weeks and made comparable quantities available for the decision. The customer also reported faster iteration than its previous methods with a limited learning curve.

The selected alternative was associated with a shell-construction plan of approximately seven months, compared with roughly ten months in the prior plan.

NEXT

Extend analysis to more disciplines

The next planned step is to include MEP and facade models and connect cost information to Power BI for live reporting.

CUSTOMER PERSPECTIVE
“That speeds us up and makes our handover to schedule and cost planning more reliable.”

Sékou Sawadogo, Civil Engineer, Sawa Engineering

Build your next workflow with Flinker.

Discuss model review, information management, or analytics in your Microsoft environment.