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No recorded activity for more than two weeks and the opportunity is aging in quote stage.
Financial intelligence
Gross margin is 5.7 points below target. Review pricing and project expenses before making further concessions.
Opportunity selling value from the DensonOS demonstration record.
Estimated equipment cost before project expenses.
Revenue less estimated equipment cost.
Industry-based freight allowance; supplier quotes are not connected.
Modeled installation and site-work allowance.
Modeled commission impact applied to estimated gross profit.
Modeled reserve for warranty and execution exposure.
Gross profit less modeled freight, installation, commission and warranty reserve. This is not accounting EBITDA.
Measures margin quality, readiness, close probability and modeled EBITDA contribution.
6.8 points below comparable average
Equipment knowledge engine
1 required equipment dependencies need review before the package is considered complete.
Required dependencies
Capacity, voltage, phase, gas type and pressure must match the equipment.
Heat, grease and smoke loads must fit the hood design.
Protected appliances must align with the suppression layout.
Movable gas appliances require a suitable connection package.
Omission risk: Incomplete installation or safety concern.Recommended revenue and lifecycle items
Mobility and elevation should support cleaning and workflow.
Modeled GP opportunity: +$700Calibration and combustion checks support safe, consistent operation.
Modeled GP opportunity: +$950Periodic inspection protects burners, controls and safety devices.
Modeled GP opportunity: +$1,800Improvement opportunities
Review discounts, omitted accessories and scope allowances before offering further concessions.
91% confidence · +$2,437 modeled EBITDA impactEstimated margin is materially below the demonstration target.
99% confidence · +$2,400 modeled EBITDA impactGas hose, restraint and quick disconnect should be validated before finalizing.
95% confidence · +$1,100 modeled EBITDA impactCombine supplier shipments or coordinate delivery windows where practical. Validate before quoting; savings are not guaranteed.
78% confidence · +$386 modeled EBITDA impactRisk review
Current gross margin is below the opportunity target and should be reviewed before further concessions.
18.3% vs 24.0% targetModeled freight consumes a material share of opportunity value. Validate supplier origin, consolidation, handling and delivery access.
4.1% of revenueMissing quote components increase the chance of unplanned costs or change orders.
61% readinessAI recommendations
No recorded activity for more than two weeks and the opportunity is aging in quote stage.
98% confidenceEstimated margin is materially below the demonstration target.
99% confidence · $2,400 modeled GP impactGas hose, restraint and quick disconnect should be validated before finalizing.
95% confidence · $1,100 modeled GP impactOpportunity readiness
Margin health
Pricing consistency
Demonstration score comparing branch pricing patterns. No pricing is changed automatically.
Financial assumptions
- Values are demonstration estimates and are not sourced from QuickBooks, AutoQuotes or Cin7 actual cost records.
- Freight, installation, commission and warranty reserve use industry-based modeling assumptions.
- Estimated EBITDA contribution is a project contribution estimate, not corporate accounting EBITDA.
Activity timeline
Proposal status reviewed; no source-system action was taken.
Demonstration pricing package recorded for workflow validation.
Customer requirements, installation dependencies and timing were discussed.